TikTok data tools compared: 24 products, 40 capabilities, every cell sourced
TokConnect covers 34.5 of 40 capabilities, more than any single product we compared. We checked 23 other TikTok data tools on their own pages on 20 October 2026; EchoTik is next with 31.
It is the only one combining TikTok search demand, TikTok Shop sales estimates and the public content graph in one MCP with one-click OAuth, plus a chat app.
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Key statistics
Free to quote with a link to this page. Every figure comes from the dataset below.
TokConnect covers 34.5 of 40 TikTok data capabilities, the most of 24 products compared on their own pages on 20 October 2026 (TokConnect's own cells were updated on 21 October 2026).
In the same 20 October 2026 comparison, EchoTik is second with 31 of 40 capabilities and FastMoss third with 27.5.
None of 23 other TikTok data products checked on 20 October 2026 combines TikTok search volume, TikTok Shop sales estimates, an MCP server, OAuth for ChatGPT and Claude and its own chat app; TokConnect has all five.
Only 3 of 24 TikTok data products checked on 20 October 2026 show TikTok Creator Search Insights search volume: TokConnect, EchoTik and TikHub.
Apify covers 14.5 of 40 TikTok data capabilities with its own Actors and 27.5 when third-party Store Actors are counted (checked 20 October 2026).
Coverage of 40 TikTok data capabilities, all 24 products
One point for each capability a product offers, half a point for a narrower version. Bars are drawn to scale against the full 40. Apify's hatched extension shows Store Actors written by other developers.
The only product with all five pieces
Plenty of tools do one part of TikTok well. Shop analytics tools estimate sales. Scraper APIs fetch videos and comments. A few run an MCP server. On 20 October 2026, none of the other 23 had all five pieces below; TokConnect has every one.
- TikTok search volume. Creator Search Insights popularity, content gaps and searcher audience (
demand_find_topics,demand_topic). Others with it: EchoTik, TikHub. - TikTok Shop sales estimates. Products, shops, creators, videos, LIVEs and categories in 17 TikTok Shop markets, US by default (
product_top_sellingand 5 more). Others: 7 Shop tools. - The public content graph. 13 of 14 content and creator capabilities, from videos and comments to places, Stories and reposts. Next best: EchoTik with 10.
- An MCP server with one-click OAuth. Sign in from ChatGPT or Claude, no key to paste. Others with documented OAuth for both: Apify, Bright Data, HasData, Manifold.
- Its own chat app. TokConnect Chat for people without an AI client. Others: Kalodata, FastMoss, EchoTik, Trenz.
Every TikTok data tool, every capability: the comparison table
40 rows by 24 products, 960 cells, each with the vendor's own page as the source. Tap any mark for its note and link. Pick a group or a kind of product to narrow it down; the score row follows your filter.
✓ yes, 1 point½ partial, 0.5✗ no or not found, 0? not published or not checked, 03P Apify third-party Actor
| Capability Product, score | TokConnect34.5 | EchoTik31 | FastMoss27.5 | Trenz23.5 | Kalodata21 | Tabcut21 | TikHub21 | Scrape Creators17 | PiPiADS16 | Apify14.527.5 with 3P | Bright Data12 | Manifold11 | Virlo11 | Modash10 | EnsembleData9.5 | HasData9 | TikTok Research API8 | Exolyt7.5 | SimpTok5.5 | Social Blade4.5 | TikTok Creative Center3.5 | TikTok for Business MCP1.5 | Pentos0offline | Shoplus0closed |
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Search demand3 capabilities | ||||||||||||||||||||||||
| TikTok search volumeYes: TikTok Creator Search Insights search popularity per topic or phrase. Partial: other keyword popularity scores. | TikTok Creator Search Insights search popularity (7-day figure) per topic, with daily charts. Tool: demand_find_topics (search, feed, trending); demand_topic (detail, popularity). tokconnect.com | API "Trending Search Term Ranking - Real-time" (by tab and region) and "Keyword Inspiration Insight" return TikTok search-insight items with popularity scores (example… opendocs.echotik.live | Ads > 'TikTok Keyword Trends' shows keyword 'popularity', impressions, likes, shares, comments plus ad creatives for each keyword ('trending search terms ... ad keyword… fastmoss.com | Pages cite "Google search demand" and "Google search trends", not TikTok search volume. No Creator Search Insights or TikTok keyword volume found. trenz.ai | No TikTok search volume or Creator Search Insights data found on the site or in the API docs. Rankings take keyword search but show no search-demand metric. kalodata.com | No TikTok search volume or Creator Search Insights data found. tabcut.com | Creator Search Insights endpoints: list (incl. content_gap tab), detail with gender/age/country, trend and related videos. api.tikhub.io | No search-volume or Creator Search Insights endpoint; not in the full endpoint list at https://docs.scrapecreators.com/openapi.json. docs.scrapecreators.com | No search volume, keyword popularity or Creator Search Insights data on public pages, in the app strings or in the MCP tools. pipiads.com | 3P ✓No Apify-built Actor for Creator Search Insights. Third-party Store Actor: yes. Third-party Actor cunning_soil/tiktok-creator-search-insights scrapes Creator Search Insights topics with popularity charts, demographics… Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; no search-volume fields. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (8 tools; keyword volumes are Google SEO data). manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (no TikTok search volume or Creator Search Insights; trends rank topics being posted). api.virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no TikTok search volume or Creator Search Insights data). docs.modash.io | Search-volume/Creator Search Insights endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no search volume fields documented. docs.hasdata.com | Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted Videos, Followers, Following, Playlist Info, TikTok Shop… developers.tiktok.com | No TikTok search volume or keyword-demand data on the homepage, pricing or any of the 19 feature pages. exolyt.com | No search-volume or keyword-popularity feature. Product Title Optimizer is a copywriting tool, not TikTok search data. simptok.com | No TikTok search-demand data; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | No search volume or Creator Search Insights data; the old Keyword Insights URL redirects to the Creative Center home. Creative Center menu on 20 Oct: Top Ads, Trends… ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | No search volume or keyword popularity feature found. shoplus.net |
| Content gapsYes: searched topics flagged as having few or no videos (TikTok's content-gap view). | Ready-made content-gap feed; every topic carries videoCount (0 = gap). Searcher age, gender and location via demand_topic audience. Tool: demand_find_topics method feed (channel content_gap); demand_topic method audience. tokconnect.com | No content-gap feature seen on site, pricing or API docs. opendocs.echotik.live | No content-gap feature found on public pages. fastmoss.com | Nothing found. The "Blue-ocean niche scan" and category "blue-ocean index" are based on shop competition, not TikTok search gaps. trenz.ai | Not found on vendor pages. kalodata.com | Not found on vendor pages. tabcut.com | Creator Search Insights endpoints: list (incl. content_gap tab), detail with gender/age/country, trend and related videos. Derived from the search demand check. api.tikhub.io | No Creator Search Insights data, so no content-gap view. No search-volume or Creator Search Insights endpoint; not in the full endpoint list at… Derived from the search demand check. docs.scrapecreators.com | Nothing found. pipiads.com | 3P ?No Apify-built Actor for Creator Search Insights. Third-party Store Actor: not known. The Store Actor scrapes topics with popularity charts, demographics and related topics; content gaps are not named. Actor page apify.com | No Creator Search Insights data, so no content-gap view. Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; no… Derived from the search demand check. docs.brightdata.com | No Creator Search Insights data, so no content-gap view. Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (8 tools; keyword volumes… Derived from the search demand check. manifoldmcp.com | No Creator Search Insights data, so no content-gap view. Not in the full endpoint list at https://api.virlo.ai/openapi.json (no TikTok search volume or Creator Search… Derived from the search demand check. api.virlo.ai | No Creator Search Insights data, so no content-gap view. Not in the full Raw and Discovery API TikTok endpoint lists (no TikTok search volume or Creator Search Insights… Derived from the search demand check. docs.modash.io | No Creator Search Insights data, so no content-gap view. Search-volume/Creator Search Insights endpoint not in the full TikTok endpoint list at… Derived from the search demand check. ensembledata.com | No Creator Search Insights data, so no content-gap view. Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no… Derived from the search demand check. docs.hasdata.com | No Creator Search Insights data, so no content-gap view. Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted… Derived from the search demand check. developers.tiktok.com | No Creator Search Insights data, so no content-gap view. No TikTok search volume or keyword-demand data on the homepage, pricing or any of the 19 feature pages. Derived from the search demand check. exolyt.com | Not found on vendor pages. simptok.com | No Creator Search Insights data, so no content-gap view. No TikTok search-demand data; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok… Derived from the search demand check. socialblade.com | No Creator Search Insights data, so no content-gap view. No search volume or Creator Search Insights data; the old Keyword Insights URL redirects to the Creative Center… Derived from the search demand check. ads.tiktok.com | No Creator Search Insights data, so no content-gap view. Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience… Derived from the search demand check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the search demand check. pentos.co | None found. shoplus.net |
| TikTok search suggestionsYes: TikTok's own search autocomplete terms for a seed phrase. | TikTok and TikTok Shop autocomplete, account suggestions, and click-through and shopping-intent signals. Tool: demand_keywords (tiktok, shop, accounts, signals, trending). tokconnect.com | The full API list has a trending search-keyword ranking, keyword inspiration and suggested users for a keyword, but no TikTok search-autocomplete endpoint. opendocs.echotik.live | Not in the REST API list (creator, shop, product, video, LIVE, agency) or the MCP tool list. search_category_by_words maps words to Shop categories, not TikTok… github.com | Not in the 126-path OpenAPI spec. /social/hashtag/suggestions returns popular hashtags for a keyword when publishing, not TikTok search autocomplete. openapi-doc.trenz.ai | No TikTok search-autocomplete feature. The Open API lists 19 endpoints (video, product, creator, shop, livestream and category detail or ranking, plus credit); none… kalodata.com | Not in the full Open API list (product, video, seller, creator, live, category, hashtag and meta endpoints). tabcut-data-api-en.apifox.cn | Web fetch_search_keyword_suggest plus TikTok Shop search-word suggestions. api.tikhub.io | /v1/tiktok/search/suggestions returns TikTok search autocomplete terms. docs.scrapecreators.com | Not in the 73-tool MCP list (ads, TikTok Shop products and shops, Meta Ad Library, apps, monitors, image search) or the site menus. clawhub.ai | 3P ✓No Apify-built autocomplete Actor. Third-party Store Actor: yes. Third-party Actor memo23/tiktok-suggestions-scraper returns TikTok autocomplete suggestions for seed keywords. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; no autocomplete scraper. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (keyword ideas are Google SEO tools, not TikTok). manifoldmcp.com | POST /v1/agents/suggest-keywords returns AI keyword sets for a research intent; no TikTok search autocomplete. api.virlo.ai | Not in the full TikTok endpoint lists; /tiktok/topics and /tiktok/hashtags are lookups for search-filter values, not TikTok autocomplete. docs.modash.io | Keyword suggestion/autocomplete endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no autocomplete endpoint. docs.hasdata.com | Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted Videos, Followers, Following, Playlist Info, TikTok Shop… developers.tiktok.com | No keyword suggestion or autocomplete feature on the feature pages; search covers accounts, videos, hashtags and sounds. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | No keyword suggestions; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | No keyword tool in the menu; the Keyword Insights URL redirects to the Creative Center home. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
Content8 capabilities | ||||||||||||||||||||||||
| Video searchYes: keyword search across all public TikTok videos. Partial: search limited to a vendor's own subset, or no sort and date filters. | Searches all public videos or photo carousels, sorted by relevance, most liked or newest, with a date filter. Tool: video_search (videos, photos, all). tokconnect.com | Videos search on all plans (50/200/5000 per day); API "Video Search - Real-time Interface". opendocs.echotik.live | Videos > Video Search ('Trending videos with highest engagement'); Discover Videos and Video Monitor. fastmoss.com | API videos/search for shoppable videos (keyword, category, views, likes, GMV, engagement), plus video detail and similar videos. Help: Videos "sorted by GMV, views… openapi-doc.trenz.ai | Video & Ad page has a "Search hashtag or keyword" box, but it searches only Kalodata's e-commerce video ranking. kalodata.com | "All videos" search by video title or product title, with an "Only product videos" toggle. API: Video - Search V2. tabcut.com | App fetch_video_search_result has sort_type (relevance, most likes) and publish_time filters. api.tikhub.io | /v1/tiktok/search/keyword has date_posted and sort_by (relevance, most-liked, date-posted) filters. docs.scrapecreators.com | Ad video search (TikTok and Facebook). "#TikTok Made My Buy It" natural-traffic videos. MCP tool search_natural_videos: "Search TikTok natural traffic videos". No… clawhub.ai | clockworks/tiktok-scraper (maintained by Apify) takes search queries; date filter and search video sorting are paid add-on events. apify.com | Posts discover_by_keyword and Posts by Search URL Fast API (start_date/end_date); no sort option documented. docs.brightdata.com | tiktok_search_videos takes since (day to all) and sort (relevance, latest, popular). manifoldmcp.com | GET /v1/raw/tiktok/search takes a keyword and cursor only; no sort or date filters. api.virlo.ai | Not in the full Raw API TikTok endpoint list; videos come only from a user, hashtag (challenge-feed) or music feed. docs.modash.io | /tt/keyword/search has period (days) and sorting (relevance, most liked, most recent) filters. ensembledata.com | Keyword search for videos or users; parameters are only keyword, type and nextPageToken, with no sort or date filter. docs.hasdata.com | Query Videos filters by keyword, hashtag, username, region, music, effect, length, views and comments within a required date range of up to 30 days; results come by… developers.tiktok.com | UI video search with attribute, hashtag, sound, country and sentiment filters; sort and date filters are not named. UI only. exolyt.com | Not found on vendor pages. simptok.com | No video search; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | No organic video search; the Trends Video tab says to go to TikTok One for rankings and data. Top Ads has a search box for ads only. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Videos page: 'Search for and download viral TikTok videos'; nav strings list Video Search, Product Videos, Promotion Videos. shoplus.net |
| Comments and repliesYes: comment text with replies. Partial: counts only, top-level only, or product reviews only. | Top-level comments and the replies to any comment. Tool: video (comments, replies). tokconnect.com | API: video comment list, comment replies, "Video comment word analysis"; product reviews. opendocs.echotik.live | Comment counts in video/ad metrics and minute-level video monitor ('likes, comments and shares'). AI 'Voice of the Customer' analyses product reviews, not video… fastmoss.com | Content Intelligence page: the agent "mines comments" for buying intent and sentiment. API has "Video Reviews" (no description) and comment management… trenz.ai | There is no video comment text. The API has "Get TikTok product comment insight", which returns original_comments, pain_points and positive_points for product reviews at… kalodata.com | Only comment counts found (daily, weekly, monthly comments on videos and hashtags). No comment text. tabcut.com | Video comments and comment replies endpoints (web and app). api.tikhub.io | /v1/tiktok/video/comments plus /v1/tiktok/video/comment/replies. docs.scrapecreators.com | Comment counts appear only as ad-search range filters. No comment text lookup found. pipiads.com | clockworks/tiktok-comments-scraper returns comment text, reply counts and reply content. apify.com | Comments scraper returns comment text, likes and replies (collect_replies input). docs.brightdata.com | tiktok_get_comments rows carry parent_id and depth for replies. manifoldmcp.com | GET /v1/raw/tiktok/video/comments returns top-level comments only (no replies). api.virlo.ai | Raw API has /raw/tiktok/comments and /raw/tiktok/comments-replies. docs.modash.io | /tt/post/comments and /tt/post/comments-replies. ensembledata.com | Returns a video's comments, or replies to a comment when commentId is given. docs.hasdata.com | Query Video Comments returns a video's comments, or a comment's replies via comment_id, up to 100 per request. developers.tiktok.com | Videos' Comments on Essentials and Advanced; replies are not mentioned. UI only. exolyt.com | Not found on vendor pages. simptok.com | No comments; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Comment counts among video engagement metrics only. shoplus.net |
| Transcripts and captionsYes: a video's caption or transcript text. | Caption transcript and caption tracks of a video. Tool: video (transcript, captions). tokconnect.com | API "Video Text and Subtitle Extraction - Real-time Interface"; web Script Extractor (50/200/1000 per month); extension extracts subtitle script. opendocs.echotik.live | AI Tools 'Video transcription' (1 trial, then 10 or 20 videos/day by plan) and Video Script Analysis/Rewriting. fastmoss.com | API overview lists "speech-to-text" / "Transcription" under AI Content. The reference documents "Video Script Breakdown V2" and "Video Storyboard Breakdown", but no… openapi-doc.trenz.ai | Each row's Video Toolkit menu offers "Transcript Export" (0.2 credits), "Script Optimizer" and "Storyboard Export". kalodata.com | The "AI Ad Video Production" menu item links out to topview.ai, a third party. tabcut.com | Transcript/caption endpoint not in the full TikTok endpoint list at https://api.tikhub.io/openapi.json. api.tikhub.io | /v1/tiktok/video/transcript returns native captions, with opt-in AI fallback. docs.scrapecreators.com | TikTok Video Transcript Generator: "Enter the URL of a TikTok, YouTube, or Shorts video", with transcript, summary and hook analysis. It is an AI tool billed separately… pipiads.com | clockworks/tiktok-transcript-extractor downloads subtitles or adds AI transcription, billed per minute as an add-on. apify.com | Posts output includes subtitle_url and subtitle_info fields, not transcript text. docs.brightdata.com | tiktok_get_transcript, with optional AI transcription fallback for videos up to 2 minutes. manifoldmcp.com | GET /v1/raw/tiktok/video/transcript returns the transcript TikTok publishes. api.virlo.ai | Not in the full Raw API TikTok endpoint list; subtitles are listed for YouTube only. docs.modash.io | Transcript/caption endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no transcript or caption endpoint. docs.hasdata.com | voice_to_text field returns voice-to-text and subtitles for videos that already have them. developers.tiktok.com | Video transcriptions listed only on the Advanced plan (EUR 600/mo). UI only. exolyt.com | Not found on vendor pages. simptok.com | No transcripts; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | None found. shoplus.net |
| Similar videosYes: the related or similar videos TikTok shows for a video. | Similar videos TikTok shows for a post. Tool: video (similar). tokconnect.com | No related or similar-videos endpoint in the full API list. The recommended-video endpoint samples the For You feed by region, not videos related to a given video. opendocs.echotik.live | "Related Videos" endpoints list videos promoting a product or shop, not the videos TikTok shows as related. No similar-video tool in the API or MCP lists. github.com | GET /open/v1/videos/{id}/similar returns similar videos for a shoppable video in Trenz's data. The spec does not say these are the videos TikTok itself shows as related. openapi-doc.trenz.ai | No related or similar videos. Not among the 19 Open API endpoints (video detail, ranking and URL only). kalodata.com | No related or similar videos in the full Open API list. tabcut-data-api-en.apifox.cn | Only similar user recommendations; no similar/related video endpoint in the full TikTok list at https://api.tikhub.io/openapi.json. api.tikhub.io | Similar/related videos not in the full endpoint list at https://docs.scrapecreators.com/openapi.json. docs.scrapecreators.com | No related videos for a TikTok video. Image search finds similar ads and products by picture, which is not the same. clawhub.ai | clockworks/tiktok-scraper has a scrapeRelatedVideos input for related videos. apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; no related-videos scraper. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no similar videos). manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (similar creators within an agent exist, no similar videos). api.virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no similar or related videos). docs.modash.io | Similar/related videos not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no related-video endpoint. docs.hasdata.com | Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted Videos, Followers, Following, Playlist Info, TikTok Shop… developers.tiktok.com | No similar or related video feature on the feature pages. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | No similar videos ('Similar Channels' is creators); not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list… socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
| HashtagsYes: hashtag search or detail with its videos. Partial: hashtag only as a search keyword. | Hashtag search, detail, videos and related hashtags. Tool: hashtag_search; hashtag (detail, videos, related). tokconnect.com | API hashtag search, trending hashtag, hashtag ranking and trends; Trending Hashtags ranking added 2026-07-27. opendocs.echotik.live | Videos > Popular Hashtag ('TikTok Hashtag Insights', impressions, related videos); Ads > Hashtag Insight. fastmoss.com | Only "Hashtag Suggestions" for publishing ("Get popular TikTok hashtag suggestions for a given keyword"). No hashtag analytics. openapi-doc.trenz.ai | Videos can be searched by hashtag. No hashtag ranking or hashtag analytics page found. kalodata.com | "Top topics" hashtag ranking (daily, weekly, monthly; sort by videos, views, comments, likes, shares). Six hashtag APIs: Ranking, Trend, Creator List, Basic Info, Video… tabcut.com | Hashtag search, detail and video list, plus Creative Center trending hashtags. api.tikhub.io | /v1/tiktok/search/hashtag returns videos for a hashtag; no hashtag search or detail endpoint. docs.scrapecreators.com | Influencer and ad search accept hashtags as keywords ("Search by ad: ad copy/hashtags"). No hashtag analytics or trend lookup. pipiads.com | clockworks/tiktok-hashtag-scraper returns videos for one or more hashtags. apify.com | Posts can be searched by keyword or hashtag; no hashtag search or detail data. brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no hashtag tools). manifoldmcp.com | TikTok hashtag top lists, hashtag performance, hashtag lookup and raw hashtag videos. api.virlo.ai | Raw API has search-challenges, challenge-info and challenge-feed for TikTok hashtags. docs.modash.io | /tt/hashtag/posts and /tt/hashtag/recent-posts return hashtag videos; no hashtag search or detail endpoint. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; hashtags appear only as fields on video results. docs.hasdata.com | Filter videos by hashtag_name and get hashtag_info_list on videos; no hashtag search or hashtag stats endpoint. developers.tiktok.com | Hashtag metrics, historical growth, related hashtags, demographics and video search by hashtag. UI only. exolyt.com | Not found on vendor pages. simptok.com | No hashtag data; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Trending hashtags by region with posts, views and a trend chart; signed out shows 3 rows, log in for more. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve on 2026-10-20; the archived homepage (26 Aug 2026) described tracking users, songs, topics and trends. pentos.co | Homepage: 'Hashtags list with trending insights'; app menu has Hashtags Search. shoplus.net |
| SoundsYes: sound search or trending sounds plus a sound's videos. Partial: one sound by URL only. | Sound search, hot sounds, beats and licensed tracks, plus a sound's detail and videos. Tool: sound_search (keyword, hot, beats, licensed); sound (detail, videos). tokconnect.com | API Music detail, associated videos, music ranking, music search; Trends > Trending Music; sticker/effect detail too. opendocs.echotik.live | Videos > Popular Music ('Popular TikTok Music in the United States', views per track). fastmoss.com | Only "Popular Music Search" / "Recently Used Music" for publishing posts (commercial music). No sound trend analytics. openapi-doc.trenz.ai | Not found on vendor pages. kalodata.com | Not found on vendor pages. tabcut.com | Music search, detail, video list and music chart list. api.tikhub.io | Song details and videos using a song; no trending/popular sounds endpoint in the current OpenAPI spec (llms.txt still lists one, sidebar does not). docs.scrapecreators.com | Nothing found. pipiads.com | 3P ✓Apify-maintained clockworks/tiktok-sound-scraper returns the videos for one sound URL; trending sounds need third-party Actors. Third-party Store Actor: yes. clockworks/tiktok-sound-scraper returns videos using a sound URL; trending sounds via third-party Actors such as… Actor page apify.com | Posts by URL Fast API accepts /music/ sound URLs; no trending sounds or sound search. brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no sound tools; the sound appears only as a field on videos). manifoldmcp.com | Trending, breakout and searchable sounds, sound details, usage history and sound videos. api.virlo.ai | Raw API music-info and music-feed take a sound id; no trending-sounds or sound keyword search endpoint. docs.modash.io | Music search, music details and music posts; no trending-sounds endpoint in the list, though the TikTok page markets 'Music Trends'. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; music appears only as a field on video results. docs.hasdata.com | Filter videos by music_id; no sound search or trending sounds endpoint. developers.tiktok.com | Sound monitoring with hotness scores, up/down-trending tracks, growth history and video search by sound. UI only. exolyt.com | Not found on vendor pages. simptok.com | No sound data; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | No sounds tab on Trends today; the old popular-music URL redirects to Trends (Hashtag, Creator, Video). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve on 2026-10-20; the archived homepage (26 Aug 2026) described tracking users, songs, topics and trends. pentos.co | Videos page: 'most popular TikTok songs of the week'; app menu has Songs Ranking, Songs Search. shoplus.net |
| Places (POI)Yes: TikTok place search plus place detail, videos or reviews. Partial: location search only. | Place search with address and tagged-video count, plus place detail, videos and reviews. Tool: place_search; place (detail, videos, reviews). tokconnect.com | No place/POI endpoints in the API index or site menus. opendocs.echotik.live | No place/POI feature found. fastmoss.com | Only social/location/search: "Search TikTok publish location tags for a specified TikTok Business account" (for tagging posts). No place/POI research data. openapi-doc.trenz.ai | Not found on vendor pages. kalodata.com | Not found on vendor pages. tabcut.com | fetch_location_search only; no place detail or place videos endpoint. api.tikhub.io | Places/POI not in the full endpoint list at https://docs.scrapecreators.com/openapi.json. docs.scrapecreators.com | Nothing found. pipiads.com | 3P ✓No Apify-built places Actor. Third-party Store Actor: yes. Third-party Actor mu0i/tiktok-places-scraper searches TikTok's place directory and pulls location reviews. Actor page apify.com | A 'TikTok Location' page describes posts by location tag; no place search or detail scraper in the TikTok list. brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok places; Google Maps tools are separate). manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (no places or POI). api.virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no places or POI). docs.modash.io | Places/POI not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no place endpoint. docs.hasdata.com | Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted Videos, Followers, Following, Playlist Info, TikTok Shop… developers.tiktok.com | No places or POI data mentioned on the feature pages. exolyt.com | Not found on vendor pages. simptok.com | No places; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | None found. shoplus.net |
| For You and Explore feedsYes: For You and Explore feed samples. Partial: one of the two. | For You (neutral US viewer), Explore categories, Discover and the effects feed. Tool: video_feed (for_you, explore, discover, discover_hashtags, effects). tokconnect.com | API "Recommended Video Stream - Real-time Interface"; MCP page: "Query TikTok realtime recommendation-feed videos". echotik.live | No For You / Explore feed browsing found. fastmoss.com | No For You/Explore feed access found. trenz.ai | Not found on vendor pages. kalodata.com | Not found on vendor pages. tabcut.com | Home (For You) feed on web and app, plus fetch_explore_post. api.tikhub.io | /v1/tiktok/get-trending-feed returns the trending/For You feed by region; no Explore feed endpoint. docs.scrapecreators.com | Nothing found. pipiads.com | 3P ✓Apify-maintained clockworks/tiktok-explore-scraper covers Explore; For You needs third-party Actors. Third-party Store Actor: yes. clockworks/tiktok-explore-scraper covers Explore categories; For You only via small third-party Actors such as… Actor page apify.com | Posts by URL Fast API accepts tiktok.com/explore URLs; no For You feed. brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no For You or Explore feed). manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (no For You or Explore feed; /v1/tiktok/videos/digest is Virlo's top videos of the last 48 hours). api.virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no For You or Explore feed). docs.modash.io | For You/Explore feed endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no For You or Explore endpoint. docs.hasdata.com | Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted Videos, Followers, Following, Playlist Info, TikTok Shop… developers.tiktok.com | Trending content and daily trends are offered, but no For You or Explore feed. exolyt.com | Not found on vendor pages. simptok.com | No feeds; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | None found. shoplus.net |
Creators6 capabilities | ||||||||||||||||||||||||
| Creator search with follower filtersYes: account search by keyword with follower-range filters. Partial: search without follower filters. | Account search with minimum and maximum followers, verified-only and sort. Tool: creator_search. tokconnect.com | Influencer library search box ("Enter nickname, TikTok ID, Email or video hashtag to search") with a Followers filter. API: influencer list with min and max follower… echotik.live | POST /creator/v1/search takes keywords plus follower_range, region (20 markets), category, follower age and gender, MCN and e-commerce filters. developers.fastmoss.com | creators/search takes keyword plus min_followers and max_followers, GMV, average views, engagement and has_contact. openapi-doc.trenz.ai | API creator ranking takes keyword ("Keyword for creator search") and followers_range, plus revenue, engagement, category and creator-type filters. kalodata.com | Creator - Search V3 takes keyword (uid or nickname) plus followerCountBegin and followerCountEnd, engagement, contact-platform and audience filters. tabcut-data-api-en.apifox.cn | App fetch_user_search_result filters by follower-count range and verified accounts. api.tikhub.io | /v1/tiktok/search/users has no follower filter; separate /v1/tiktok/creators/popular list filters by follower range and country but takes no keyword. docs.scrapecreators.com | Influencers module searches by name or bio with Followers and Videos filters, but lists only influencers found running TikTok Spark or Shop ads. No creator tool in the… pipiads.com | 3P ✓Apify-maintained clockworks/tiktok-user-search-scraper has no follower filter. Third-party Store Actor: yes. Third-party Actor deepmine/tiktok-influencer-search filters creators by follower range; clockworks/tiktok-user-search-scraper has no… Actor page apify.com | Profiles discover_by_search_url takes a TikTok user-search URL; no follower filters. docs.brightdata.com | No user search tool; docs say to find accounts by topic via tiktok_search_videos and read the authors. manifoldmcp.com | No user search; creator outliers within an agent's keyword corpus can be filtered by follower tier (nano to macro). api.virlo.ai | Discovery API POST /tiktok/search filters creators by followers min/max, engagement, location, language and more. docs.modash.io | /tt/user/search by keyword with no follower filters. ensembledata.com | Search with type=users returns nickname, bio, verified flag and follower count, with no follower filters. docs.hasdata.com | Query User Info looks up one known username; no account search or follower filters. developers.tiktok.com | Influencer finder filters accounts 'with relevant attributes'; follower filters not named; Influencer Database is Advanced or a paid add-on. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | TikTok top lists ranked by followers (100 free, up to 5,000 on Platinum) and a /tiktok/top API endpoint; no follower-range search documented. socialblade.com | Trends Creator tab shows "Coming soon"; creator discovery is sent to TikTok One. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
| Profiles and postsYes: any public profile plus the list of its posts. | Any public profile and its posts, plus embed posts, playlists and collections. Tool: creator (profile, posts, embed, playlists, collections). tokconnect.com | Realtime influencer detail and influencer video list by unique_id, for any account; offline influencer detail and video list too. opendocs.echotik.live | MCP creator_profile_overview and creator_video_analysis ("recent content direction, tags, engagement, and selling videos") for creators FastMoss tracks. No full post… github.com | Creator detail "with video list and shoppable products" and creators/{id}/videos, by Trenz creator ID within its commerce creator data. No lookup by handle documented. openapi-doc.trenz.ai | Creator detail (bio, followers, video and live counts, revenue) plus video ranking filtered by creator_id. Covers Kalodata-tracked shopping videos in windows of up to 30… kalodata.com | Creator - Basic Info and Creator - Video List V2 (plays, sales, interaction rate in a date range) for creators in Tabcut's database. No lookup of any profile on demand. tabcut-data-api-en.apifox.cn | User profile and user post endpoints (web and app). api.tikhub.io | Profile and /v3/tiktok/profile/videos with sort and pagination. docs.scrapecreators.com | Influencer detail shows followers, following, likes, video count, bio and the influencer's TikTok ads, not a list of organic posts; ad-running influencers only. pipiads.com | clockworks/tiktok-profile-scraper returns profile data and the videos a profile posts. apify.com | Profiles scraper plus Posts discover_by_profile_url and Posts by Profile Fast API. docs.brightdata.com | tiktok_get_profile and tiktok_get_videos (latest or popular). manifoldmcp.com | GET /v1/raw/tiktok/creator/{handle} and /videos, plus paid creator lookups. api.virlo.ai | Raw API /raw/tiktok/user-info and /raw/tiktok/user-feed return a profile and its posts. docs.modash.io | /tt/user/info and /tt/user/posts (by username or secUid). ensembledata.com | Profile endpoint by handle and Posts endpoint for an account's videos with pagination. docs.hasdata.com | User Info (followers, following, likes, video count, bio, verified) plus Query Videos by username; public accounts aged 18+. developers.tiktok.com | Account Overview tracks any account's stats, historical growth, audience and its videos. UI only. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | Profile stats (followers, following, likes, uploads, ranks, daily history) via website and API; no list of posts. socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve on 2026-10-20; the archived homepage (26 Aug 2026) described tracking users, songs, topics and trends. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
| Follower and following listsYes: lists of accounts. Partial: counts only, or lists only where TikTok shows them. | Follower and following lists only where TikTok shows them (usually hidden). Tool: creator (followers, following). tokconnect.com | Realtime influencer follower list and following list endpoints (by user_id, paginated). opendocs.echotik.live | Counts and trends only: creator_data_trends covers "follower changes" and creator_fans_distribution gives follower gender, age and region. No lists. github.com | Counts only: follower counts, follower filters and a follower-growth ranking. No follower or following lists. openapi-doc.trenz.ai | Counts only: creator_followers ("updated daily") and new_followers for the selected period. No follower or following lists. kalodata.com | Counts only: follower count and follower increase per period in creator search and trends. No lists. tabcut-data-api-en.apifox.cn | Follower and following list endpoints, plus search within them. api.tikhub.io | /v1/tiktok/user/followers and /v1/tiktok/user/following return user lists. docs.scrapecreators.com | Counts only: influencer detail shows Followers and Following counts. No lists. pipiads.com | clockworks/tiktok-followers-scraper returns follower and following profile lists for an account. apify.com | No follower-list scraper among the 8 TikTok scrapers; the 'TikTok Followers' page sample returns profile fields only. brightdata.com | tiktok_get_followers lists followers; no following-list tool. tiktok_get_audience gives audience countries. manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (no follower or following lists; tracked creators get inferred audience demographics). api.virlo.ai | No follower-list endpoint; the platform's 'influential fans' lookup finds creators who follow an account (3,000/mo on Essentials). modash.io | /tt/user/followers (TikTok returns up to the 10,000 most recent) and /tt/user/followings. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; profile returns follower and following counts only. docs.hasdata.com | Query User Followers and Following, up to 2M records a day over 20,000 calls. developers.tiktok.com | Audience demographics and locations are offered, but no follower or following lists. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | Follower and following counts with daily history only; no lists. socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
| Reposts and liked videosYes: a creator's reposts and public liked videos. Partial: one of the two. | Reposts and the public Liked tab (empty when the creator hides it). Tool: creator (reposts, likes). tokconnect.com | No reposts or liked-videos endpoint in the full API list. opendocs.echotik.live | No reposts or liked videos in the REST API list or the MCP tool list. github.com | No reposts or liked videos in the 126-path OpenAPI spec. openapi-doc.trenz.ai | No reposts or liked videos. Not among the 19 Open API endpoints. kalodata.com | No reposts or liked videos in the full Open API list. tabcut-data-api-en.apifox.cn | fetch_user_repost and fetch_user_like (web), plus app repost/like endpoints. api.tikhub.io | A user's reposted or liked videos not in the full endpoint list at https://docs.scrapecreators.com/openapi.json. docs.scrapecreators.com | No reposts or liked videos in the MCP tool list or the app menus. clawhub.ai | 3P ✓No Apify-built reposts or likes Actor. Third-party Store Actor: yes. Third-party Actors maximedupre/tiktok-reposts (reposts) and data_direct/tiktok-user-likes-scraper (liked videos). Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; no reposts or liked-videos scraper. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no reposts or likes lists). manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (no reposted or liked videos). api.virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no reposted or liked videos lists). docs.modash.io | /tt/user/liked-posts (only if public); no reposts endpoint. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no reposts or liked-videos endpoint. docs.hasdata.com | Query User Liked Videos and Query User Reposted Videos endpoints. developers.tiktok.com | No reposted or liked-video lists mentioned. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | No reposts or liked videos; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
| StoriesYes: a creator's live Stories. | Stories up now. Tool: creator (stories). tokconnect.com | No Stories endpoint in the full API list. opendocs.echotik.live | No Stories in the REST API list or the MCP tool list. github.com | No Stories in the 126-path OpenAPI spec. openapi-doc.trenz.ai | No Stories. Not among the 19 Open API endpoints. kalodata.com | No Stories in the full Open API list. tabcut-data-api-en.apifox.cn | Stories not in the full TikTok endpoint list at https://api.tikhub.io/openapi.json. api.tikhub.io | Stories not in the full endpoint list at https://docs.scrapecreators.com/openapi.json. docs.scrapecreators.com | No Stories in the MCP tool list or the app menus. clawhub.ai | 3P ✓No Apify-built stories Actor. Third-party Store Actor: yes. Third-party Actor igview-owner/tiktok-story-viewer extracts stories from public profiles. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; no stories scraper. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no stories). manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (no stories). api.virlo.ai | Not in the full TikTok endpoint lists; the platform's Stories download is described for Instagram only. docs.modash.io | Stories not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no stories endpoint. docs.hasdata.com | Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted Videos, Followers, Following, Playlist Info, TikTok Shop… developers.tiktok.com | No TikTok stories data mentioned on the feature pages. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | No stories; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
| Creator contact infoYes: contact details or exports. Partial: a filter for creators who list a contact channel. | Filters TikTok Shop US affiliates to those who list an email, WhatsApp, Instagram, YouTube, Facebook or Twitter contact; no contact export. Tool: creator_top_selling (contact filter). tokconnect.com | Pro: "Filter influencers with contact information" but "Cannot export influencer emails"; Enterprise: "Export influencers with contact information". Free: "influencer… echotik.live | Compare Plans: 'View contact info 5 contacts/day' and '300 contacts/day'; export contact info 2 exports/day up to 3000 records. Creator search has Contact info / Contact… fastmoss.com | Creator data includes bio_email ("Bio email"), whatsapp_url, twitter_id, youtube_channel_id, has_email_address and has_phone. creators/search has has_contact: "filters… openapi-doc.trenz.ai | Creator filter "Creator Contact". API creator detail returns contact_email, contact_whatsapp, contact_line, contact_facebook, contact_ins and contact_zalo. kalodata.com | Influencer filter "Contact information". Embedded FAQ: "If you purchase the Flagship version of Tabcut, you can download the talents' emails, Twitter, Instagram, and… tabcut.com | No creator email or contact endpoint or filter in the full TikTok endpoint list (the only email parameter generates a TikTok Web hashed ID). api.tikhub.io | /v1/find-creator-emails takes a TikTok (or other) handle and returns emails from public bios, link-in-bio pages and creator websites, with source URLs. docs.scrapecreators.com | Influencers module: filter "Only with contact infomation"; contact types Email, Facebook, Instagram, Twitter, Youtube. Source is app UI strings, not marketing copy; the… pipiads.com | 3P ✓Apify-maintained TikTok Actors return bio text and bioLink only; the user-search Actor page says they do not extract private data such as email addresses. Third-party Store Actor: yes. Third-party Actor maximedupre/tiktok-email-finder finds public TikTok creator emails from profiles or a keyword. Actor page apify.com | The TikTok Profiles scraper outputs biography and bio_link but no email or contact fields, and there is no contact filter. docs.brightdata.com | Not part of this vendor's 20 October 2026 check. Scored 0. manifoldmcp.com | Not part of this vendor's 20 October 2026 check. Scored 0. virlo.ai | Plans are capped by "email unlocks" for creators: No free plan; 14-day free trial, no card, with 20 profile views, 6 email unlocks and 10 tracked creators. Derived from the free tier check. modash.io | Not part of this vendor's 20 October 2026 check. Scored 0. ensembledata.com | Not part of this vendor's 20 October 2026 check. Scored 0. hasdata.com | Not part of this vendor's 20 October 2026 check. Scored 0. developers.tiktok.com | Not part of this vendor's 20 October 2026 check. Scored 0. exolyt.com | No creator data per vendor's own comparison ("No creator/influencer data"). Enterprise service offers managed creator outreach, not a contact database. simptok.com | Not part of this vendor's 20 October 2026 check. Scored 0. socialblade.com | Not part of this vendor's 20 October 2026 check. Scored 0. ads.tiktok.com | Not part of this vendor's 20 October 2026 check. Scored 0. ads.tiktok.com | Not part of this vendor's 20 October 2026 check. Scored 0. pentos.co | No visible contact-info claim on live pages. An unused site string says 'easily access their contact details, including emails', but it is not shown on any page checked. shoplus.net |
TikTok Shop live2 capabilities | ||||||||||||||||||||||||
| Shop listings, prices and reviewsYes: live TikTok Shop product pages with price and reviews. Partial: one market or region only. | TikTok Shop US only: search, keyword and category pages, deals, product page, price, stock, reviews, related products, videos, storefronts. The public Shop tools have no… Tool: shop_browse; product (page, reviews, related, videos); shop (store). tokconnect.com | Realtime product search (keyword, price range, region) and realtime product reviews (rating, SKU, photos), plus product detail; all TikTok Shop markets. opendocs.echotik.live | Product search with price range and on-sale or off-shelf status across 20 markets, plus /product/v1/reviewList with review text, rating and SKU. Data comes from… developers.fastmoss.com | products/search (keyword, price, rating, sales), product detail "with linked videos, creators, and reviews" and products/{id}/reviews; 15 country codes. openapi-doc.trenz.ai | Product detail returns min and max SKU price, review count and description in 24 markets; product comment insight returns original review comments with pain points and… kalodata.com | Product - Basic Info has priceList, rating and review count, and Product - SKU Info has per-SKU prices, in 17 markets. No review text. tabcut-data-api-en.apifox.cn | Shop product search, detail, seller products, categories and product reviews; some V2 endpoints are US only. api.tikhub.io | Shop Search, Shop Products, Product Details and Product Reviews; docs say non-US regions are not reliable. docs.scrapecreators.com | TikTok Shop product search and detail (search_tiktok_products, get_tiktok_product_detail) with average price, sold, GMV and commission rate, by country or region. No… clawhub.ai | Apify-maintained clockworks/tiktok-shop-scraper returns TikTok Shop product listings (price, sold count, reviews). Third-party Store Actor: yes. Third-party Actors pratikdani/tiktok-shop-scraper (products, pricing) and vistics/tiktok-shop-product-reviews (reviews). Actor page apify.com | TikTok Shop scraper returns product, price, sold count and reviews; discover by keyword, category or shop. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop tools). manifoldmcp.com | No TikTok Shop endpoint in the API list; the features page metadata mentions 'TikTok Shop product trend analytics' without describing it. virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no TikTok Shop data). docs.modash.io | TikTok Shop endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. docs.hasdata.com | Query TikTok Shop Info, Products and Reviews, limited to EU-based TikTok Shops. developers.tiktok.com | No TikTok Shop data on the pricing or feature pages. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | No TikTok Shop data; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | No Top Products section; the old Top Products URL redirects to the Creative Center home. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
| LIVE rooms on nowYes: search of LIVE broadcasts on now. Partial: one user's room, or a ranking only. | LIVE broadcasts on now by keyword, with viewers and Shop selling. Tool: live_search; live (now). tokconnect.com | Lives search on all plans; API "Live Stream Search - Real-time Interface"; Live Monitor tool. opendocs.echotik.live | TikTok LIVE Search (filters by creator category, LIVE type, audience and sales) plus LIVE monitor/recording credits. fastmoss.com | API lives/search (is_living, sold, GMV, audience) and live detail with trends. Help: Lives tab. openapi-doc.trenz.ai | Livestream ranking with filters (Live Recording, Product Source, Creator Followers, Avg. Unit Price, Time Range) and a "Snippet" per stream. Covers shopping LIVEs only… kalodata.com | "Enter the name of the broadcast room you want to search for". API: Live - Search. Shopping LIVE data. tabcut.com | Live search (web and app), live room info, online checks and live rankings. api.tikhub.io | /v1/tiktok/user/live and /v1/tiktok/live return a user's live room; no LIVE search endpoint. docs.scrapecreators.com | Nothing found. pipiads.com | 3P ✓No Apify-built LIVE search Actor. Third-party Store Actor: yes. Third-party Actor maximedupre/tiktok-live-search-scraper searches active LIVE rooms by keyword or category. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; no LIVE scraper. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no LIVE tools). manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (no LIVE search or rooms). api.virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no LIVE search or rooms). docs.modash.io | /tt/live/search only; no LIVE room detail endpoint. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no LIVE endpoint. docs.hasdata.com | Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted Videos, Followers, Following, Playlist Info, TikTok Shop… developers.tiktok.com | No LIVE search or LIVE room data mentioned on the feature pages. exolyt.com | Not found on vendor pages. simptok.com | No LIVE rooms ('Live Counts' are follower counters); not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list… socialblade.com | Not offered. Creative Center menu on 20 Oct: Top Ads, Trends (Hashtag, Creator "Coming soon", Video), Creative Tools, Influencer marketing (TikTok One). ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | No LIVE search in the app menu. shoplus.net |
Shop sales estimates10 capabilities | ||||||||||||||||||||||||
| Product sales estimatesYes: estimated revenue and units per product. | Products ranked by estimated revenue and units in 17 TikTok Shop markets (US by default), with a category scope. Tool: product_top_selling (keyword, category, region); product (sales, trend, skus, analysis, conversion). tokconnect.com | Product list/ranking with GMV (total_sale_gmv_amt, 30d GMV filters); homepage Product rank. opendocs.echotik.live | Top Selling product rank shows Units Sold, GMV, Total GMV, Commission Rate, Order Growth Rate. fastmoss.com | API products/search sorts by gmv_7d, gmv_30d and daily_sold. Rankings: products top-selling, new-arrivals, most-promoted. openapi-doc.trenz.ai | Product ranking columns: Revenue, Revenue Trend, Revenue Growth Rate, Item Sold, Live/Video/Product Card Revenue. kalodata.com | Product ranking (daily, weekly, monthly): Total Sales, cycle sales volume, cycle sales, Period Sales Growth Rate. Shown in guest mode, e.g. $532.5K. tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | TTS Products list has Sold, GMV and Sales Trend columns, sorted by GMV (app UI strings). The MCP skill says: "search_tiktok_products, Search TikTok Shop products by… pipiads.com | 3P ✓No Apify-built TikTok Shop sales Actor. Third-party Store Actor: yes. Third-party Actor lergassy/tiktok-shop-top-products-scraper lists best sellers with revenue (GMV), units sold and growth in 15 markets. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | Top Products (US, September 2026): 498 products with estimated 30-day revenue, units, price, MoM growth, AI Score. Monthly estimates, top ~500 only. simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | Top Sales list columns: Price, Commission, Sales, Revenue, Sales trend; tabs Top Sales / Breakout / New / Hot Products. The table no longer loads data. Service… shoplus.net |
| Shop and brand sales estimatesYes: estimated revenue per shop. | Shops and brands ranked by estimated revenue in 17 TikTok Shop markets (US by default). Tool: shop_top_selling (incl. type brands, region); shop (sales, trend, products, new_affiliates, affiliate_videos). tokconnect.com | Shop rank with GMV on homepage; Shop Trends API has total_sale_gmv_1d_amt. opendocs.echotik.live | Shop search shows GMV (7-day), Total GMV, units, affiliates; Shop menu has Top Selling, Full Service Shop Rank, Most Searched. fastmoss.com | API sellers/rankings/top-selling and sellers/search. Help: Shops "See their GMV, product count, ratings, and best sellers". openapi-doc.trenz.ai | Shop ranking: Revenue, Revenue Trend, Revenue Growth Rate, revenue split into Self-Operated, Affiliate, Shopping Mall, Live, Video and Product Card. kalodata.com | Top shops with 30-Day Sales and Thirty-day Revenue (e.g. medicube US Store $27.34M). Seller ranking and sales-trend APIs. tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | TTS Stores list and store detail show GMV, Total GMV, Orders/GMV and Ad GMV trend (app UI strings). The MCP has search_tiktok_shops / get_tiktok_shop_detail. pipiads.com | 3P ?No Apify-built TikTok Shop sales Actor. Third-party Store Actor: not known. Not stated for the Store Actor checked, which lists best-selling products. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | Top Brands/"Top Shops": 500 brands with "Estimated shop revenue over the last 30 days", units, avg price, MoM growth. simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | Shops page: 'Ranking lists of shop are sorted by sales growth ratio and sales volume'; app menu has Shop Ranking List, Shop Search. No GMV figure seen on public pages. shoplus.net |
| Creator (affiliate) sales estimatesYes: estimated revenue a creator drove. | Creators and affiliates ranked by the estimated sales they drove in 17 TikTok Shop markets (US by default), with a category scope and follower age, gender and location… Tool: creator_top_selling (keyword, category, region); creator_commerce (sales, trend, products, shops, videos, audience). tokconnect.com | API page: Creator Data "GMV performance · audience profiles · engagement trends"; Influencer Trends API has total_sale_gmv_1d_amt. echotik.live | Creator search shows Total Sales/Units in last 28 days, sales trend; Creator menu has E-commerce Rank, Growth Rank, Rising Star etc. fastmoss.com | API creators/search filters min/max_gmv_30d and sorts by gmv_30d and video_gmv_30d. creators/rankings/commercial: "leading in video and live ecommerce performance". openapi-doc.trenz.ai | Creator ranking: Revenue, Item Sold, Revenue Trend, Best-selling Products. kalodata.com | Influencer Ranking tab: Goods Sales GMV, Video sales GMV, Live Selling GMV. tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | An Influencers module plus Influencers tabs and counts on TTS product and store detail ("The displayed data refers to the influencer's data for this product"). No… pipiads.com | 3P ?No Apify-built TikTok Shop sales Actor. Third-party Store Actor: not known. Not stated for the Store Actor checked, which lists best-selling products. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | Vendor's own tools-comparison data lists SimpTok creatorData false with con "No creator/influencer data". Only a creator count per product is offered ("Track how many… simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | Influencer pages describe 'sales data visualization' and Top Sales Influencers; no live data to confirm GMV figures. shoplus.net |
| Video sales estimatesYes: estimated revenue per shoppable video. | A top 10 of recent shoppable videos by estimated revenue, and the selling videos (with revenue) for any product or shop over a chosen window, in 17 TikTok Shop markets… Tool: video_top_selling; video (sales, products); product (video_sales). tokconnect.com | Video list/ranklist API fields total_video_sale_gmv_amt; Videos leaderboard on plans. opendocs.echotik.live | Product menu 'Video Product Rank' and Developer API 'Per-video sales attribution'; ads list shows units sold/GMV per creative. developers.fastmoss.com | API videos/search: "Search TikTok shoppable videos with multi-dimensional filters on views, GMV"; sort by gmv_30d, sold_30d. openapi-doc.trenz.ai | Video & Ad ranking: Revenue, Item Sold, Revenue Trend, GPM. kalodata.com | Video search sorts by video sales and filters on "Estimated Video Revenue". Top videos ranking. tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | Store detail has "Ad Sold" / "Ad GMV" trends tied to ads. No GMV ranking for organic videos seen. pipiads.com | 3P ?No Apify-built TikTok Shop sales Actor. Third-party Store Actor: not known. Not stated for the Store Actor checked, which lists best-selling products. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | No video rankings or video GMV seen on site menus, pages or sitemap. simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | Videos page: promotional videos with 'views, likes, comments, sales volume, and revenue'. shoplus.net |
| LIVE sales estimatesYes: estimated revenue per LIVE broadcast. | A top 10 of recent LIVE broadcasts by estimated revenue, and any LIVE's sales, history and products, in 17 TikTok Shop markets (US by default). Tool: live_top_selling; live (sales, history, products). tokconnect.com | Homepage "View high GMV live broadcasts."; API Live Stream Data "live GMV"; Lives leaderboard/library on pricing table. echotik.live | LIVE search shows Total Viewers, Products, Total Units Sold, Total GMV, UV Value per LIVE; LIVE menu: LIVE Rank, Top LIVE Products, Top LIVE Creators. fastmoss.com | API lives/search: "Search TikTok commerce live streams with filters on sales, GMV, audience count". Help: Lives "GMV, viewers, engagement, products sold". openapi-doc.trenz.ai | Livestream ranking: Revenue, Best-selling Products, Live Time, Views, GPM. kalodata.com | Livestream search shows Viewership, Live Streaming Sales and Total Revenue (e.g. $219.49K). tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | No LIVE GMV or LIVE rankings on public pages, in the app strings or in the MCP tool list. clawhub.ai | 3P ?No Apify-built TikTok Shop sales Actor. Third-party Store Actor: not known. Not stated for the Store Actor checked, which lists best-selling products. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | No LIVE rankings seen; LIVE mentioned only in FAQ copy. simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | Marketing page mentions a 'Top Live Streamers' list, but no LIVE GMV or LIVE section in the app menu. shoplus.net |
| Category sales estimatesYes: estimated revenue per Shop category. | Categories by estimated revenue, growth and concentration over the last 7 days (US by default; other markets return their own category lists). Method tree lists the 26… Tool: category_trends (list, tree, market_size, search); category argument on product_top_selling and creator_top_selling. tokconnect.com | Homepage "Category GMV trend (Top10)" and category competitive analysis; API Category Detail and Category Trends (total_sale_gmv_1d_amt). opendocs.echotik.live | Market Pulse: Market Overview, Category Panorama, Marketing Strategy (units sold by sales channel and promotion channel). Ads menu also has Category Trends. fastmoss.com | API dashboards/categories/metrics: "category-level GMV, units sold, active products, average price, and creator count" (daily/weekly/monthly); categories/heatmap with… openapi-doc.trenz.ai | Category ranking: Revenue, Revenue Growth Rate, Revenue Trend, Number of Shops, Revenue per Shop, Top 3/Top 10 Shops Ratio, channel revenue split. kalodata.com | Overall trend page: Trend Of GMV, Category overview (TOP10), category ranking with growth rate, number of stores and top-3/top-10 store share. Gated to the flagship plan… tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | Category filter on TTS Products/Stores. TikTok Shop page: "Assess the Competition Level of TikTok Shop Categories or Products". No category GMV ranking seen. pipiads.com | 3P ?No Apify-built TikTok Shop sales Actor. Third-party Store Actor: not known. Not stated for the Store Actor checked, which lists best-selling products. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | Categories and Subcategories pages with revenue and growth (50+ categories), plus US market-size reports. simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | Homepage: 'identify category trends with hourly-updated data of product sales'; no category GMV view confirmed. shoplus.net |
| Daily sales trendsYes: day-by-day sales series. Partial: weekly or monthly only. | Daily revenue and units for products, shops and creators; daily new affiliates and new affiliate videos for a shop. Tool: product (trend); shop (trend, new_affiliates, affiliate_videos); creator_commerce (trend). tokconnect.com | Trends (Snapshot) endpoints for products, shops, influencers, videos, lives, hashtags with date range and 1-day GMV/sales fields. Upgrade log 2026-09-16: "Introducing… opendocs.echotik.live | 'Sales Trend in the Last 7 Days' on product and shop lists; 'Sales Volume Trend in the Last 28 Days' on creators; daily rankings by date. fastmoss.com | Product rankings and category metrics take granularity daily/weekly/monthly. Product objects include sold_count_trend "Sales trend (7-day)". Discover Pulse has a weekly… openapi-doc.trenz.ai | Revenue Trend columns on the product, shop, creator, category and video rankings. API revenue_trend is a "day-by-day series". kalodata.com | Daily rankings. API offers Product - Trend, Seller - Sales Trend, Creator - Trend and Video - Trend, and data "updates every 24 hours". Trend charts in the UI were not… tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | Product detail trend charts: Sold, GMV, Number of Ad, Influencers, Ad Impressions, Ad Spend. Store detail: Sold, GMV, Ad Sold, Ad GMV, with date rows. Granularity not… pipiads.com | 3P ?No Apify-built TikTok Shop sales Actor. Third-party Store Actor: not known. Not stated for the Store Actor checked, which lists best-selling products. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | Methodology: "Data represents monthly snapshots. Intra-month fluctuations and real-time changes are not captured." simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | 'Sales trend' column on product lists; product monitoring over 3/7/14 days with daily growth alerts. Shops and creators not confirmed. shoplus.net |
| Ranking filtersYes: rankings filtered by price, growth, launch date, creators and more. Partial: a few filters. | Filters by price, units, growth, commission, launch date, creator count, channel, rating, shipping, followers, contact channel and more; category scope (up to 5… Tool: product_top_selling; creator_top_selling; reference (sales_filters). tokconnect.com | Product list filters seen: SKU average price, 7-day sales trend (rising/flat/falling), commission rate, number of selling creators, video count, views, rating, review… opendocs.echotik.live | Product search filters seen: GMV 7d, units sold 7d, total GMV, videos, affiliates, price, commission rate, sales format, launch date, full-service shop. Creator search… fastmoss.com | Product filters seen: category, seller_type, min/max price, rating, sold_7d/30d, free_shipping, country. Help doc adds GMV, growth rate and creator count. Creator… openapi-doc.trenz.ai | Product filters: Revenue, Item Sold, Revenue Growth Rate, Avg. Unit Price, Is Affiliate Product, Creator Number, Creator Conversion Ratio, Shipping Option, Launch Date… kalodata.com | Product search filters: Estimated release time, Total Sales, Price range, Commission rate, store type. Product rankings include surge lists (Yesterday, Three-day… tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | TTS Products filters seen: Country/Region, Category, Price (USD), GMV, Sales volume, Sales Trend (Increase/Decrease/Stable), Commission Rate bands (<=10% to >=30%), Ads… pipiads.com | 3P ?No Apify-built TikTok Shop sales Actor. Third-party Store Actor: not known. Not stated for the Store Actor checked, which lists best-selling products. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | Seen: month selector (September 2026), Top 3/10/25/50/100/250/500 size selector, sort by AI Score, MoM growth and trend labels (Exploding/Growing/Fast Mover)… simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | Product page: 'filters such as demographic, category, price, commission, and time frame'; app shows Country, Category, First Seen (launch date), Advanced Filtering, 1… shoplus.net |
| Commission ratesYes: affiliate commission rate shown or filterable. | Commission per product, as a column and a filter. Tool: product_top_selling. tokconnect.com | Product list filter min/max_product_commission_rate. opendocs.echotik.live | Commission Rate column on product rankings and a commission-rate filter. fastmoss.com | Product detail schema field tiktok_product_detail_commission_rate: "Commission rate". openapi-doc.trenz.ai | Commission Rate is both a column and a filter on the product ranking. The API's product rank takes a commission_rate filter. kalodata.com | Commission rate column (e.g. 15.00%) and filter. tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | Commission Rate filter and column on TTS Products, and a Commission Rate field on product detail (app UI strings). pipiads.com | 3P ?No Apify-built TikTok Shop sales Actor. Third-party Store Actor: not known. Not stated for the Store Actor checked, which lists best-selling products. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | No commission-rate data seen. simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | Commission column on Top Sales products; commission filter. shoplus.net |
| Sales estimates outside the USYes: Shop sales estimates in more TikTok Shop markets than the US. | 17 marketsShop Analytics answers 17 TikTok Shop markets through a region argument (US by default). 13 are core, listed by the data source: US, GB, DE, FR, ES, JP, TH, VN, ID, MY… Tool: shop_regions; region argument on 11 Shop Analytics tools. tokconnect.com | All Shop marketsPricing table: Accessible regions "All regions" on every plan. API page/strings: "All TikTok Shop markets". Upgrade log names Brazil (2025-05-26), Japan (2025-06-04)… help.echotik.live | 20 markets20 markets in the region selector (Americas, Asia, 'Europe Access'; Poland/Netherlands/Belgium/Austria/Portugal tagged NEW). Homepage and Developer Center say '20 global… fastmoss.com | 15 marketsThe API's required `country` parameter accepts 15 values. The public /rankings page shows United States and United Kingdom items. The homepage claims "Official TikTok… openapi-doc.trenz.ai | 24 marketsRegion menu now lists 24 TikTok Shop markets; the 9 European additions (Poland to Ireland) are tagged "New". API docs list the same 24 region codes. Open Center home and… kalodata.com | 17 marketsCountry selector lists 17 markets, unchanged since October (Poland and Netherlands are tagged New). tabcut.com | GMV/revenue endpoints cover only your own creator account via cookie; no market sales-estimate endpoint in https://api.tikhub.io/openapi.json. Derived from the shop sales estimates check. api.tikhub.io | Shop endpoints return displayed sold_count only; no revenue/GMV estimate endpoint in the full list at https://docs.scrapecreators.com/openapi.json. Derived from the shop sales estimates check. docs.scrapecreators.com | Region filter, list not publishedAds spy page: "Pipiads covers ads in 200 countries worldwide". TTS Products/Stores have a Country/Region filter (app UI strings), and the TikTok Shop page mentions… pipiads.com | 3P ✓No Apify-built TikTok Shop sales Actor. Third-party Store Actor: yes. Third-party Actor lergassy/tiktok-shop-top-products-scraper lists best sellers with revenue (GMV), units sold and growth in 15 markets. Actor page apify.com | Not in the full list of 8 TikTok scrapers at https://docs.brightdata.com/scrapers/tiktok.com.json; Shop output has TikTok's displayed sold count, no revenue or GMV… Derived from the shop sales estimates check. docs.brightdata.com | Not in the full TikTok tool list at https://www.manifoldmcp.com/docs/tools/tiktok.md (no TikTok Shop sales data). Derived from the shop sales estimates check. manifoldmcp.com | No TikTok Shop sales endpoint in the API list; only an undescribed 'TikTok Shop product trend analytics' mention in features page metadata. Derived from the shop sales estimates check. virlo.ai | Not in the API endpoint lists; the platform's sales tracking is Shopify attribution, not TikTok Shop estimates. Derived from the shop sales estimates check. docs.modash.io | TikTok Shop sales-estimate endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the shop sales estimates check. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no TikTok Shop endpoint. Derived from the shop sales estimates check. docs.hasdata.com | Shop products return TikTok's sold count since listing, not revenue or sales estimates. Derived from the shop sales estimates check. developers.tiktok.com | No Shop sales, GMV or revenue estimates on the pricing or feature pages. Derived from the shop sales estimates check. exolyt.com | US onlyMethodology: "Our data covers the US TikTok Shop market. We do not currently track other regions or global TikTok Shop data." llms.txt: "US market only". simptok.com | No Shop sales estimates; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). Derived from the shop sales estimates check. socialblade.com | No Shop data; the Top Products URL redirects to the Creative Center home. Derived from the shop sales estimates check. ads.tiktok.com | Help page scopes the server to the TikTok Ads platform (campaign management, performance reporting, audience configuration, creative operations); no organic TikTok data… Derived from the shop sales estimates check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the shop sales estimates check. pentos.co | No market list on the marketing pages. The app's Country selector is empty today and data APIs return 401. Service discontinued: the app shows 'Shoplus will cease… shoplus.net |
Ads3 capabilities | ||||||||||||||||||||||||
| TikTok Creative Center dataYes: Creative Center Top Ads or trends. Partial: part of it. | Creative Center top videos by market, SEO inspiration lists and Creative Partner leaderboards; no Top Ads list. Tool: creative_center (top_videos, seo_list, seo_detail, partners). tokconnect.com | API section (tagged ad library) wraps Creative Center Top Ads: top ads list/detail/search, spotlight, trending hashtags, trend videos, industries, priority regions. No… opendocs.echotik.live | Ads section lives under /creativecenter/ but is FastMoss's own e-commerce ad database (ROAS, est. cost); no lookups of TikTok's official Creative Center or EU/UK Ad… fastmoss.com | No TikTok Creative Center or EU/UK Ad Library lookup found. Ad and creative search uses Trenz's own data. openapi-doc.trenz.ai | No TikTok Creative Center or EU/UK Ad Library lookups found. kalodata.com | No TikTok Creative Center or EU/UK Ad Library lookups found. tabcut.com | TikTok-Ads-API: search_ads, top ads spotlight, ad detail and ad analytics from Creative Center. api.tikhub.io | /v1/tiktok/ad-library/ad fetches one ad by ID and checks Creative Center Top Ads first; no Top Ads list or search. docs.scrapecreators.com | Meta Ad Library coverage: Facebook, Instagram, Audience Network, Messenger, Threads (homepage menu, "Ad Library & Creative Center, Explore global Meta ads"). The… pipiads.com | 3P ✓No Apify-built Creative Center Actor. Third-party Store Actor: yes. Third-party Actor azzouzana/tiktok-creative-center-top-ads-scraper scrapes Creative Center Top Ads. Actor page apify.com | No Creative Center scraper in the 1,282-scraper index; TikTok scrapers cover tiktok.com only. docs.brightdata.com | Not in the full tool lists; ad tools read public ad libraries, not Creative Center. manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (ads endpoints return Meta ads only). api.virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no Creative Center data). docs.modash.io | Creative Center endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no Creative Center endpoint. docs.hasdata.com | Not in the full Research API endpoint list (Query Videos, User Info, Video Comments, Liked/Pinned/Reposted Videos, Followers, Following, Playlist Info, TikTok Shop… developers.tiktok.com | Ad Spy flags whether a video was boosted with paid promotion; no Creative Center top ads. exolyt.com | simptok.com | No Creative Center ads; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Top Ads with region, industry, objective, language, format and period filters, sorted by For You, reach or CTR; signed out shows 3 ads, log in for all. TikTok says it… ads.tiktok.com | Not mentioned on the help pages; the tool library at business-api.tiktok.com returned 403 to our fetch. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | None found. shoplus.net |
| TikTok Ad Library ad recordsYes: ad records from TikTok's public Ad Library (library.tiktok.com). | EU/UK Ad Library advertiser and keyword suggestions only; no ad records. Tool: demand_keywords method ad_library. tokconnect.com | API section (tagged ad library) wraps Creative Center Top Ads: top ads list/detail/search, spotlight, trending hashtags, trend videos, industries, priority regions. No… Derived from the creative center ad library check. opendocs.echotik.live | Ads section lives under /creativecenter/ but is FastMoss's own e-commerce ad database (ROAS, est. cost); no lookups of TikTok's official Creative Center or EU/UK Ad… Derived from the creative center ad library check. fastmoss.com | No TikTok Creative Center or EU/UK Ad Library lookup found. Ad and creative search uses Trenz's own data. Derived from the creative center ad library check. openapi-doc.trenz.ai | No TikTok Creative Center or EU/UK Ad Library lookups found. Derived from the creative center ad library check. kalodata.com | No TikTok Creative Center or EU/UK Ad Library lookups found. Derived from the creative center ad library check. tabcut.com | Commercial Content Library / EU ad library endpoint (ads endpoints are Creative Center) not in the full TikTok endpoint list at https://api.tikhub.io/openapi.json. api.tikhub.io | /v1/tiktok/ad-library/search searches TikTok's public Ads Library (library.tiktok.com) by keyword or advertiser. docs.scrapecreators.com | Meta Ad Library coverage: Facebook, Instagram, Audience Network, Messenger, Threads (homepage menu, "Ad Library & Creative Center, Explore global Meta ads"). The… Derived from the creative center ad library check. pipiads.com | 3P ✓No Apify-built Ad Library Actor. Third-party Store Actor: yes. Third-party Actor azzouzana/tiktok-ads-library scrapes the Ad Library and Commercial Content from library.tiktok.com. Actor page apify.com | No TikTok ad library scraper in the 1,282-scraper index. docs.brightdata.com | ads_search_ads, ads_get_advertiser_ads and ads_get_ad accept platform tiktok to read TikTok's public ad library. manifoldmcp.com | Not in the full endpoint list at https://api.virlo.ai/openapi.json (ad data is the Meta Ads Library, not TikTok's ad library). api.virlo.ai | Not in the full Raw and Discovery API TikTok endpoint lists (no TikTok ad library data). docs.modash.io | Ad library endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. ensembledata.com | Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no ad library endpoint. docs.hasdata.com | Not in the Research API; TikTok offers EU ads separately through the Commercial Content API, which needs its own application. developers.tiktok.com | No TikTok ad library data mentioned. exolyt.com | Derived from the creative center ad library check. simptok.com | No ad library data; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list only). socialblade.com | Not part of Creative Center; TikTok runs it separately as the Commercial Content Library at library.tiktok.com. ads.tiktok.com | Not mentioned on the help pages; the tool library at business-api.tiktok.com returned 403 to our fetch. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | None found. Derived from the creative center ad library check. shoplus.net |
| Ad-spy database (spend, ROAS)Yes: a searchable ad database with spend or ROAS estimates. Partial: a paid-promotion flag only. | No ad database. video_top_selling shows ad CPA and ROAS on a fixed top 10 of recent shoppable videos only. Tool: video_top_selling. tokconnect.com | No dedicated ad-spy database seen. Videos possibly involving paid traffic carry a "Promote" tag (upgrade log 2024-01-13); Creative Center top-ads endpoints; API "ad… help.echotik.live | 'TikTok E-Commerce Ads' list with views, ROAS, Est. Cost, publish dates; Paid Partnership Ads; Advertiser Insights. fastmoss.com | API ads/search: "Search TikTok ad creatives with filters on delivery days, estimated GMV, engagement rate"; sort by cost, days, GMV. Help: Ads "sorted by GMV, ROAS… help.trenz.ai | Video & Ad columns: Ad CPA, Ad View Ratio, Ad Spend, Ad ROAS. API video detail returns ads_views, ads_roas, ads_period, ad_cpa and an ad flag. kalodata.com | "Search Ad Campaigns" across 17 countries: Advertising Display Volume, Amount of Days Ad has been Released, Popularity, Like Ratio, Time of Last Discovery. tabcut.com | Creative Center Top Ads search (search_ads) and ad detail with a 1-5 cost level and CTR, plus percentile analytics. No spend or ROAS estimates. api.tikhub.io | Only TikTok Ad Library search and single-ad lookup (Creative Center Top Ads by ID). No ad database with spend or ROAS estimates. docs.scrapecreators.com | Core product: "More than 50 million ads" for TikTok and Facebook, with filters for Ecom platform, Country/Region, Language, CTA, Audience, Format, Landing Page and… pipiads.com | 3P ½No Apify-built TikTok ads Actor; clockworks/tiktok-ads-scraper is titled "TikTok Hashtag Analytics". Third-party Store Actor: partial. Third-party Creative Center Top Ads Actors such as memo23/tiktok-ads-scraper-cheerio export CTR, likes and a cost score; no spend or ROAS… Actor page apify.com | No TikTok ad data of any kind. No TikTok ad library scraper in the 1,282-scraper index. Derived from the eu ad library check. docs.brightdata.com | Not part of this vendor's 20 October 2026 check. Scored 0. manifoldmcp.com | No TikTok ad data of any kind. Not in the full endpoint list at https://api.virlo.ai/openapi.json (ad data is the Meta Ads Library, not TikTok's ad library). Derived from the eu ad library check. api.virlo.ai | No TikTok ad data of any kind. Not in the full Raw and Discovery API TikTok endpoint lists (no TikTok ad library data). Derived from the eu ad library check. docs.modash.io | No TikTok ad data of any kind. Ad library endpoint not in the full TikTok endpoint list at https://ensembledata.com/apis/openapi.json. Derived from the eu ad library check. ensembledata.com | No TikTok ad data of any kind. Not in the full TikTok endpoint list (search, profile, posts, comments) at https://docs.hasdata.com/llms.txt; no ad library endpoint. Derived from the eu ad library check. docs.hasdata.com | No TikTok ad data of any kind. Not in the Research API; TikTok offers EU ads separately through the Commercial Content API, which needs its own application. Derived from the eu ad library check. developers.tiktok.com | Ad Spy flags whether a video was boosted with paid promotion; no Creative Center top ads. Derived from the creative center top ads check. exolyt.com | Not found on vendor pages. simptok.com | No TikTok ad data of any kind. No ad library data; not in the full endpoint list at https://socialblade.com/developers/docs (TikTok: creator statistics and top list… Derived from the eu ad library check. socialblade.com | Not part of this vendor's 20 October 2026 check. Scored 0. ads.tiktok.com | No TikTok ad data of any kind. Not mentioned on the help pages; the tool library at business-api.tiktok.com returned 403 to our fetch. Derived from the eu ad library check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Site nav strings list 'Breakout Ads' and 'Ads Library', but no Ads section appears in the app menu or on any marketing page checked. shoplus.net |
Access and AI5 capabilities | ||||||||||||||||||||||||
| MCP serverYes: an MCP server for AI clients. Partial: mentioned but not documented. | Hosted MCP server: 32 tools, 129 lookups, v3.1.0. Tool: mcp.tokconnect.com/mcp. tokconnect.com | NEW since Oct. Hosted endpoint https://mcp.echotik.live/mcp; "bring EchoTik TikTok data tools into Claude Code, Codex, and other AI clients"; configs for Codex, Claude… echotik.live | Developer Center: 'MCP is live'. Remote server https://mcp.fastmoss.com/mcp; works with Claude, ChatGPT, Cursor, Windsurf, Cline, Cherry Studio, Gemini, DeepSeek, Kimi.… developers.fastmoss.com | No MCP server on trenz.ai, the API docs or the help centre. A site-restricted web search returned nothing. openapi-doc.trenz.ai | Unchanged since October: "API/Skill is available now; MCP is coming soon". The MCP card is labelled "Coming Soon". kalodata.com | No MCP on the API page, the API pricing page or the API docs (no matches for mcp, skill or oauth). tabcut.com | Remote MCP at mcp.tikhub.io/tiktok/mcp (204 TikTok tools) with bearer API key; OAuth and ChatGPT not mentioned. Derived from the mcp oauth check. tikhub.io | Remote MCP at api.scrapecreators.com/mcp with OAuth for Claude, Cursor and VS Code, or x-api-key header; ChatGPT not mentioned. Derived from the mcp oauth check. docs.scrapecreators.com | Homepage button "Connect to OpenClaw" links to a ClawHub skill that installs `pipiads-mcp-server version 1.0.3` from npm and runs it as a local MCP server with… clawhub.ai | Hosted MCP at mcp.apify.com with OAuth (recommended) or bearer token; ChatGPT guide uses OAuth; agent searches and calls Actors. Derived from the mcp oauth check. docs.apify.com | Hosted MCP at mcp.brightdata.com accepts OAuth 2.1 or an API key token; TikTok runs through its scraper tools. Derived from the mcp oauth check. docs.brightdata.com | Hosted MCP at mcp.manifoldmcp.com/mcp with OAuth 2.1 (PKCE) or API key; setup pages for Claude and ChatGPT. Derived from the mcp oauth check. manifoldmcp.com | Remote MCP at dev.virlo.ai/api/mcp/mcp with OAuth sign-in (Claude named; dynamic client registration) or API key; ChatGPT not named. Derived from the mcp oauth check. dev.virlo.ai | API page says agents can use a Modash MCP server for creator search and reports; no OAuth or ChatGPT/Claude setup is documented, and the API starts at $10,000/yr. Derived from the mcp oauth check. modash.io | No MCP server mentioned on the pricing, TikTok API, docs or llms.txt pages. Derived from the mcp oauth check. ensembledata.com | Hosted MCP at mcp.hasdata.com/mcp (?apis=tiktok for 4 TikTok tools) with OAuth or x-api-key; ChatGPT and Claude Desktop setups use OAuth. Derived from the mcp oauth check. hasdata.com | No MCP server in TikTok for Developers docs; access uses a client access token that expires every two hours. Derived from the mcp oauth check. developers.tiktok.com | No MCP server mentioned; exolyt.com/mcp returns 404. Derived from the mcp oauth check. exolyt.com | No MCP page, route or mention in site bundle. simptok.com | No MCP server mentioned on the Business API pages. Derived from the mcp oauth check. socialblade.com | No MCP server mentioned on the Creative Center help page or site. Derived from the mcp oauth check. ads.tiktok.com | Hosted MCP: about 400 tools (tt-ads-mcp-flat, "Recommended for Claude") or about 40 core tools (tt-ads-mcp-layer). Page says no developer credential or API key is needed… Derived from the mcp oauth check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the mcp oauth check. pentos.co | No MCP found. shoplus.net |
| One-click OAuth for ChatGPT and ClaudeYes: OAuth sign-in documented for ChatGPT and Claude. Partial: one of the two, or key-in-URL with OAuth metadata. | One-click OAuth sign-in for ChatGPT and Claude; one line for Cursor. Tool: mcp.tokconnect.com/mcp. tokconnect.com | MCP page shows API-credential auth only: "Use the X-EchoTik-Username and X-EchoTik-Password headers." Clients listed are Codex, Claude Code, Cursor; no ChatGPT or… echotik.live | Setup docs for Claude and ChatGPT use an API key placed in the server URL ('https://mcp.fastmoss.com/mcp?api_key=') and say 'You need an API Key to start'. The server… developers.fastmoss.com | No ChatGPT/Claude connector found. The API uses API keys only (bearer sk_live_... or X-API-Key). openapi-doc.trenz.ai | No ChatGPT or Claude OAuth connector found. The API and Skill both use a pasted API key ("enter your key"), and MCP is not released. kalodata.com | API uses an appKey/appSecret signature only. tabcut-data-api-en.apifox.cn | Remote MCP at mcp.tikhub.io/tiktok/mcp (204 TikTok tools) with bearer API key; OAuth and ChatGPT not mentioned. Derived from the mcp oauth check. tikhub.io | Remote MCP at api.scrapecreators.com/mcp with OAuth for Claude, Cursor and VS Code, or x-api-key header; ChatGPT not mentioned. Derived from the mcp oauth check. docs.scrapecreators.com | The only MCP docs (ClawHub skill) show local npm install with API key env var PIPIADS_API_KEY. No ChatGPT/Claude OAuth connector found. clawhub.ai | Hosted MCP at mcp.apify.com with OAuth (recommended) or bearer token; ChatGPT guide uses OAuth; agent searches and calls Actors. Derived from the mcp oauth check. docs.apify.com | Hosted MCP at mcp.brightdata.com accepts OAuth 2.1 or an API key token; TikTok runs through its scraper tools. Derived from the mcp oauth check. docs.brightdata.com | Hosted MCP at mcp.manifoldmcp.com/mcp with OAuth 2.1 (PKCE) or API key; setup pages for Claude and ChatGPT. Derived from the mcp oauth check. manifoldmcp.com | Remote MCP at dev.virlo.ai/api/mcp/mcp with OAuth sign-in (Claude named; dynamic client registration) or API key; ChatGPT not named. Derived from the mcp oauth check. dev.virlo.ai | API page says agents can use a Modash MCP server for creator search and reports; no OAuth or ChatGPT/Claude setup is documented, and the API starts at $10,000/yr. Derived from the mcp oauth check. modash.io | No MCP server mentioned on the pricing, TikTok API, docs or llms.txt pages. Derived from the mcp oauth check. ensembledata.com | Hosted MCP at mcp.hasdata.com/mcp (?apis=tiktok for 4 TikTok tools) with OAuth or x-api-key; ChatGPT and Claude Desktop setups use OAuth. Derived from the mcp oauth check. hasdata.com | No MCP server in TikTok for Developers docs; access uses a client access token that expires every two hours. Derived from the mcp oauth check. developers.tiktok.com | No MCP server mentioned; exolyt.com/mcp returns 404. Derived from the mcp oauth check. exolyt.com | Not found on vendor pages. simptok.com | No MCP server mentioned on the Business API pages. Derived from the mcp oauth check. socialblade.com | No MCP server mentioned on the Creative Center help page or site. Derived from the mcp oauth check. ads.tiktok.com | Hosted MCP: about 400 tools (tt-ads-mcp-flat, "Recommended for Claude") or about 40 core tools (tt-ads-mcp-layer). Page says no developer credential or API key is needed… Derived from the mcp oauth check. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. Derived from the mcp oauth check. pentos.co | None found. shoplus.net |
| REST APIYes: a REST API. Partial: an MCP endpoint code can call with a key, no REST. | No separate REST API; the MCP endpoint takes JSON-RPC over HTTP with a bearer key, so code can call it directly. Tool: mcp.tokconnect.com/mcp. tokconnect.com | Data API with Basic auth (username/password), EchoTik and real-time TikTok endpoints, docs at opendocs.echotik.live; "Get free 100 requests for tests." echotik.live | REST OpenAPI at openapi.fastmoss.com, bearer key; overview says '45+ REST endpoints', home says 55; 'From $0.01/call, no charge for empty results'; per-endpoint cart… developers.fastmoss.com | "Trenz Open Platform": base URL openapi.gateway.trenz.ai, "Apply for API Key", bearer or X-API-Key auth, 126 paths covering products, creators, videos, sellers, ads… openapi-doc.trenz.ai | Open API, HTTP POST + JSON with a secret-key header. The docs list about 20 endpoints: video, product, creator, shop, livestream and category detail and rank, plus… kalodata.com | 60 purchasable APIs: Product 13, Video 7, Seller 15, Creator 11, Live 5, Category 3, Hashtag 6. Each lists "$0.100/per 10 requests"; one call covers pagesize up to 10… tabcut.com | REST API at api.tikhub.io with bearer token auth. docs.tikhub.io | REST API at api.scrapecreators.com with x-api-key auth. docs.scrapecreators.com | Homepage footer link "API" goes to https://www.pipispy.com/ ("PIPISPY API OPEN"), a JS portal with an API Key page and credit recharge. Skill: "Visit… pipispy.com | Apify API v2 runs Actors and returns datasets. docs.apify.com | Scraper API: POST /datasets/v3/scrape (sync, up to 20 URLs) and /trigger (async). docs.brightdata.com | Not in the full docs at https://www.manifoldmcp.com/llms-full.txt; access is the MCP endpoint only (API key as bearer for scripts). Scored partial, the same as… manifoldmcp.com | REST API at api.virlo.ai/v1 with bearer API key and a published OpenAPI spec. api.virlo.ai | Discovery API and Raw API at api.modash.io/v1 with bearer-token auth. docs.modash.io | REST API with token parameter; OpenAPI spec published; Python and Node SDKs. ensembledata.com | REST endpoints at api.hasdata.com/scrape/tiktok/{search,profile,posts,comments} with x-api-key header. docs.hasdata.com | REST endpoints at open.tiktokapis.com/v2/research/, for approved non-commercial researchers only; creators, advertisers and commercial users are not eligible. developers.tiktok.com | exolyt.com/api and /features/api return 404 and no API docs are published; exports are CSV and Google Sheets. Terms mention API call frequency under fair use. exolyt.com | No API docs or developer page. Vendor's own tools-comparison data marks SimpTok apiAccess "partial" with no explanation. (Source: the site's own tools-comparison… simptok.com | Business API (REST, clientid + token): GET /tiktok/statistics and GET /tiktok/top. socialblade.com | No data API for trends or Top Ads; the only API listed is the Symphony API for AI video generation. ads.tiktok.com | The help page links to TikTok API for Business docs at business-api.tiktok.com, which returned 403 to our fetch. business-api.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | No public API found. shoplus.net |
| Own chat appYes: a chat app that answers questions from the vendor's TikTok data. Partial: a narrow assistant. | TokConnect Chat answers questions from all 32 tools. Tool: chat.tokconnect.com. tokconnect.com | "EchoTik Agent" at /ai: "AI Agent for TikTok seller intelligence" with New chat, prompt presets, skills. Quota 10/50/200 times a month (Basic/Pro/Enterprise column). Web… echotik.live | 'FastMoss Agent' chat widget on the web app with suggested questions (e.g. 'Which categories in US are still blue oceans?'). fastmoss.com | The core product is an AI agent team: Trenzer coordinator, Market Analyst, Creative Director, Social Manager (help: "Trenzer Chat Bar (Any Page)"). Also exposed as API… help.trenz.ai | Ranking pages carry an "Ask about anything on screen" chat bar, and bulk actions let users "ask AI". The Explore page has "Just Ask – Get AI-Powered Insights". The menu… kalodata.com | The "AI product selection" tab on All products is a chat box: "Type \"/\" to invoke built-in product selection strategies for direct questioning". Limited to product… tabcut.com | No own chat UI found; homepage points to Claude Desktop via MCP and a Chrome side-panel extension. tikhub.io | No own chat UI found; homepage links out to ChatGPT, Claude, Grok and Perplexity with a prefilled prompt. scrapecreators.com | No chat assistant in the app strings or on marketing pages. AI tools cover video and image translation, text removal and transcripts. pipiads.com | No Apify chat interface for asking questions of TikTok data found on the homepage or MCP docs. apify.com | Product page describes MCP, CLI and SKILL.md access, no own chat app. brightdata.com | Not in the full docs; Manifold is used through Claude, ChatGPT, Cursor and other MCP clients. manifoldmcp.com | Content Studio is 'an AI workspace wired to your Virlo data' for ad copy, briefs and reports; not described as a Q&A chat. virlo.ai | Not in the platform feature list; AI Search is natural-language creator search, not a chat UI for TikTok data. modash.io | No chat UI mentioned on official pages checked. ensembledata.com | Only an in-page playground with sample prompts; no own chat app for TikTok questions found. hasdata.com | No chat app; a Virtual Compute Environment is offered to some approved non-profit researchers. developers.tiktok.com | Site mentions AI summaries and AI-powered ideas, but no chat interface for asking questions of TikTok data. exolyt.com | "AI Score" ranking metric only; no chat assistant seen. simptok.com | No chat interface mentioned on the site or API pages. socialblade.com | No chat interface found; Creative Center offers Symphony AI video tools, not Q&A over data. ads.tiktok.com | No own chat app; it plugs into the user's agent. The Agentic Hub is a marketplace of AI Skills, not a chat UI. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | None found. shoplus.net |
| Chrome extensionYes: a research extension in the Chrome Web Store. | No research extension. tokconnect.com | "TikTok Analytics By EchoTik": 10,000 users, 4.4 (35 ratings), v1.0.43 updated March 13, 2026. Influencer/product data on TikTok.com and TikTok Shop Affiliate… chromewebstore.google.com | 'Fastmoss tiktok extension' on Chrome Web Store: creator analytics and video views/likes/comments/shares on tiktok.com; 1,000 users, v1.0.0, updated June 14, 2026, no… chromewebstore.google.com | No Trenz extension found. The only "Chrome extension" text on the site describes EchoTik in Trenz's comparison copy. trenz.ai | No official Kalodata extension found. The only Chrome Web Store hit is a third-party paywall-bypass extension ("Kalo Unfunnelizer"), which is not Kalodata's. chromewebstore.google.com | "Tabcut, Amazon vs TikTok Price Comparison" Chrome extension (publisher tabcut.com, ~709 users) compares Amazon prices with similar TikTok Shop products; not a full… chromewebstore.google.com | "TikHub - Social Media Toolkit": 4,000 users, 3.2 (4 ratings). Side-panel analytics for public TikTok videos, comments and accounts; needs a TikHub API key. chromewebstore.google.com | No extension link on the homepage, and a Chrome Web Store search for Scrape Creators finds none. chromewebstore.google.com | No PiPiADS-branded extension found. The Tools menu links to the sister product's "PPSPY Chrome Extension" (Shopify store analytics, 100,000 users on Chrome Web Store)… chromewebstore.google.com | No Apify-published extension. A Chrome Web Store search for "apify" returns only third-party tools such as "Apify Stats By Parsebird". chromewebstore.google.com | The Bright Data extension (20,000 users, updated September 24, 2026) changes proxy location for manual browsing. It is not a TikTok research extension. chromewebstore.google.com | Not part of this vendor's 20 October 2026 check. Scored 0. manifoldmcp.com | Not part of this vendor's 20 October 2026 check. Scored 0. virlo.ai | Not part of this vendor's 20 October 2026 check. Scored 0. modash.io | Not part of this vendor's 20 October 2026 check. Scored 0. ensembledata.com | Not part of this vendor's 20 October 2026 check. Scored 0. hasdata.com | Not part of this vendor's 20 October 2026 check. Scored 0. developers.tiktok.com | Not part of this vendor's 20 October 2026 check. Scored 0. exolyt.com | No extension link on site; no store listing found by search. simptok.com | Not part of this vendor's 20 October 2026 check. Scored 0. socialblade.com | Not part of this vendor's 20 October 2026 check. Scored 0. ads.tiktok.com | Not part of this vendor's 20 October 2026 check. Scored 0. ads.tiktok.com | Not part of this vendor's 20 October 2026 check. Scored 0. pentos.co | Site strings include an 'Extension' label, but no extension link or Chrome Web Store listing was found. shoplus.net |
Pricing3 capabilities | ||||||||||||||||||||||||
| Free tierYes: a free plan or free credits with no time limit. Partial: a time-limited trial or guest view. | 50 free credits50 free credits, no card. Every tool, Shop Analytics included. tokconnect.com | Free $0 plan "Perfect for light usage and exploration" (daily leaderboards only, limited views, no advanced filters). "Try selected paid plans with a 7-day unconditional… echotik.live | 'New users get a 7-day free trial. No credit card and no auto-renewal'. No free plan. MCP has a separate '3-day free trial'. No refunds for completed billing cycles. fastmoss.com | Free plan: "Start Free, 10 Credits", "No credit card required", 1 social account, Top 10 data depth, 7-day history. One i18n string says "50 Credits (one-time welcome… trenz.ai | 7-day free trial: "Start Free 7-day Trial", "No credit card needed". Logged-out ranking pages show rows but mask the numbers as $****. No permanent free plan found. kalodata.com | Guest mode works without login: rankings show real numbers with the note "only part of the content is displayed". A free trial is not shown on public pages; the embedded… tabcut.com | New accounts get $0.05 free credit (~50 requests); paid-only endpoints do not accept it. tikhub.io | 100 free credits, no card; up to 7,000 bonus credits for feedback/GitHub star/G2 review. scrapecreators.com | Trial: 500 credits, 0 detail, 1 user, "Start for Free". TikTok Shop page: "No Card Required". pipiads.com | Free plan $0 with $5 of monthly usage; clockworks/tiktok-scraper costs $3.70 per 1,000 results on Free. apify.com | 5,000 free records a month, no credit card, renews monthly. brightdata.com | Free plan: 250 credits a month, no card; credits do not roll over. manifoldmcp.com | No free plan listed; app offers a free trial (7 days per page metadata), API is prepaid balance only. virlo.ai | No free plan; 14-day free trial, no card, with 20 profile views, 6 email unlocks and 10 tracked creators. modash.io | Free Trial 50 units/day, no card; TikTok API page FAQ calls it a 7-day free trial. ensembledata.com | Free plan 1,000 credits a month (100 TikTok requests), no credit card. hasdata.com | No fee is published; access is limited to approved academic and not-for-profit researchers in the US, EEA, UK, Canada, Switzerland and Brazil (youth safety), with about… developers.tiktok.com | Basic EUR 0/mo: 1 tracked account, 1 hashtag, 1 sound, 1 influencer campaign, 7-day chart history, limited viewing, 100 CSV credits/mo. exolyt.com | Free $0 "Forever free": "Top 3 products per category", "Current month data only", all free tools. No trial of Pro seen. simptok.com | Free site: TikTok profile stats, 14 days of table data, weekly/monthly charts, top 100 lists, 5 favorites; API calls on Social Blade's own accounts cost 0 credits. socialblade.com | Free; TikTok says login is "not required" but recommends it to see all features and data. ads.tiktok.com | No fee mentioned on the help pages. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | FAQ: 'We offer 1 day Basic VIP plan for new registers'; a separate banner offered a 3-day VIP for a survey. FAQ said no refunds, but the shutdown notice promised refunds… shoplus.net |
| Public self-serve priceYes: a published price anyone can buy. Partial: price only in an app store or for the API. | $49/moStarter $49/month for 500 credits, Growth $99 for 2,000, Pro $199 for 8,000. Every plan includes every tool. tokconnect.com | $13.90/moUnchanged since Oct. Pro $29 monthly ($19.1/mo yearly, $229/yr); Enterprise $57 monthly ($29.1/mo yearly). Prices from embedded plan JSON (total_amount fields). Separate… echotik.live | $49/moMonthly: Basic $29 first month then $49; Pro $53 then $89; Ultimate $99 then $139. Annual: Basic $47/mo ($558/yr), Pro $72/mo ($854/yr), Ultimate $91/mo ($1,084/yr).… fastmoss.com | $79/moPricing page HTML renders plan cards with no numbers. Prices come from the page's own public package endpoint (www.trenz.ai/api/svc/payment/package): Growth $79/mo or… trenz.ai | $45.99/mo (App Store)kalodata.com/pricing still redirects to /signup with no prices. US App Store in-app purchases: "United States Basic (Monthly)" $45.99, Starter $49.99, US Standard… apps.apple.com | Login-walled; API from $0.10/user/pricing redirects to /workbench?loginType=signIn. Upgrade modals name the Professional Edition and Flagship Version with no prices. The pricing page's embedded… tabcut.com | From $0.001 a requestPay as you go from $0.001/request, minimum top-up $5, no subscription. tikhub.io | $47 one-time$47 Freelance, 25,000 credits, pay as you go (one-time; credits never expire). scrapecreators.com | $49/moHomepage plan block, unchanged since 8 Oct: Basic $49 (from $69) 30,000 credits; Advanced $99 (from $159); Flexible $180; Enterprise $900 (from $1999). "Cost 1 credits /… pipiads.com | $19/mo$19/mo Starter ($17/mo billed annually), includes $19 of usage. apify.com | $1.50 per 1,000 recordsPay as you go $1.50 per 1,000 records with no monthly fee; Scale $499/mo with 384,000 records. brightdata.com | $20/mo$20/mo Pro (2,500 credits). manifoldmcp.com | $49/mo$49/mo Starter (2,000 credits); API is prepaid pay-as-you-go with no subscription. virlo.ai | $199/mo$199/mo Essentials ($2,388 paid yearly); API separate, Raw API from $10,000/yr and Discovery API from $16,200/yr. modash.io | $100/mo$100/mo Wood, 1,500 units/day. ensembledata.com | $49/mo, annual$49/mo Startup billed annually, 200K credits (20,000 TikTok requests). hasdata.com | Not soldNo price published; eligibility-gated, not sold. developers.tiktok.com | EUR 250/moEUR 250/mo Essentials (EUR 210/mo billed annually); Advanced EUR 600/mo; enterprise via sales. exolyt.com | $49/moPricing page: "TikTok Shop intelligence. $49/month.", annual "$490/yr, Save 17%". Consulting tier "Custom". An older vendor page (May 2025 pricing comparison) still says… simptok.com | $5.99/moWebsite premium from $5.99/mo Bronze ($59.99/yr); API credits from $50 for 100 credits. socialblade.com | FreeFree. ads.tiktok.com | Not publishedNo price published on the help pages. ads.tiktok.com | Site offlinepentos.co does not resolve on 2026-10-20; the last archived pricing page (10 Jun 2026) listed Trends Pro at $99/mo. pentos.co | $49/mo (closed)Plan data: Basic mPrice 49 / yPrice 468; Premium 69/588; Professional 99/948 (page opens on yearly: $39/$49/$79 a month). The pricing page is still up, but the service… shoplus.net |
| Failed calls freeYes: the vendor says failed calls are not charged. Partial: some failures still charged, or only empty results free. | A call that fails is not charged. One tool call is one credit. tokconnect.com | Realtime endpoint docs: when a call returns code=500 (anti-bot), retry, and "code=500 does not consume quota". Nothing is stated for other failures or for the offline… opendocs.echotik.live | API note: REST OpenAPI at openapi.fastmoss.com, bearer key; overview says '45+ REST endpoints', home says 55; 'From $0.01/call, no charge for empty results'… Derived from the api check. developers.fastmoss.com | Billing: "Credits are refunded automatically when the backend returns 5xx". Async image and video jobs that fail during processing are not refunded. openapi-doc.trenz.ai | Open Center pricing lists credits per call (detail 0.1, ranking 0.1 per 100 rows, comment statistics 1, video URL 0.5) and says unchanged comment-statistics re-fetches… kalodata.com | API note: 60 purchasable APIs: Product 13, Video 7, Seller 15, Creator 11, Live 5, Category 3, Hashtag 6. Each lists "$0.100/per 10 requests"; one call covers pagesize… Derived from the api check. tabcut.com | Pricing page and README do not say whether failed requests are billed. tikhub.io | No general policy found; individual TikTok endpoint docs (transcript, comments) say errors or empty results cost 0 credits. docs.scrapecreators.com | Skill doc: List/Search costs "1 credit per result returned"; Detail costs "1 credit per request (free if queried within 3 days)". Nothing on failed calls. clawhub.ai | Apify docs do not say failed runs are free; pay-per-event charges are set by each Actor developer and pay-per-usage Actors bill platform resources used. docs.apify.com | Pricing page says no charges for failed deliveries, but the FAQ says records that fail due to incorrect input are still billed. docs.brightdata.com | Calls that fail because a provider is down or input is rejected cost nothing; a call that finds nothing costs 1 credit. manifoldmcp.com | Docs say errors are free; a one-time agent is charged even if its run fails, and failed lookups are refunded later. dev.virlo.ai | API docs say failed responses (e.g. HTTP 500) are non-billable; API pricing page says failed requests are not charged. docs.modash.io | Pricing page says no units are charged for failed requests caused by internal errors; lookups of non-existent users still cost units per the docs. ensembledata.com | Docs say credits are deducted only for successful requests; pricing FAQ says failed requests are refunded. docs.hasdata.com | Not applicable: no pricing published. developers.tiktok.com | Not applicable: dashboard subscription, not billed per call. exolyt.com | Not part of this vendor's 20 October 2026 check. Scored 0. simptok.com | Docs say a call will not go through without enough credits; nothing on failed calls. socialblade.com | Not applicable: free dashboard. ads.tiktok.com | No pricing published. ads.tiktok.com | pentos.co does not resolve (DNS) on 2026-10-20 and the .co registry lists it as clientHold; no official page to verify. pentos.co | Not part of this vendor's 20 October 2026 check. Scored 0. shoplus.net |
| ScoreRows shown. Yes = 1, partial = 0.5. | 34.5/ 40 | 31/ 40 | 27.5/ 40 | 23.5/ 40 | 21/ 40 | 21/ 40 | 21/ 40 | 17/ 40 | 16/ 40 | 14.5/ 40 | 12/ 40 | 11/ 40 | 11/ 40 | 10/ 40 | 9.5/ 40 | 9/ 40 | 8/ 40 | 7.5/ 40 | 5.5/ 40 | 4.5/ 40 | 3.5/ 40 | 1.5/ 40 | 0/ 40 | 0/ 40 |
Download all 960 cells with notes, URLs and dates: tiktok-data-tools-matrix-2026-10-20.json.
Shoplus shut down on 20 September 2026
The Shoplus app shows a notice that it "will cease operations and all related services starting September 20, 2026". Its marketing and pricing pages were still online on 20 October 2026, with no notice. We kept its historical cells in the matrix for reference and score it 0. Before closing, it covered 10 of 40. Shoplus app.
Pentos is offline
pentos.co did not resolve on 20 October 2026 and the .co registry lists the domain as clientHold. With no official page to check, every Pentos cell is marked ? and scores 0. See Pentos alternatives.
Run it on your own niche
The matrix says what each tool can do. These prompts show it: TikTok Shop sales estimates for 17 markets, TikTok's own search demand and the videos behind both, in one answer.
What do people search on TikTok about [your product], and which of those products sell best on TikTok Shop US in the last 30 days?
Rank the top 10 TikTok Shop US products for [your niche] by estimated revenue over the last 30 days, then show TikTok's search popularity for each product type and flag any with few videos.
How we checked and scored every cell
- Vendor pages only, on one day. On 20 October 2026 we read each vendor's site, pricing page, menus, API and MCP docs, help centre, and App Store or Chrome Web Store listings, signed out. No sign-ups, no third-party reviews. Each cell keeps the URL it came from.
- Two checks, one taxonomy. Eight TikTok Shop tools were checked on 33 Shop and access rows; 15 data APIs, scrapers, dashboards and official TikTok products on 31 content and access rows. We merged them into 40 capabilities in 8 groups, then checked most vendors on the other family's rows as well. Where one check settles another (a vendor with no TikTok Shop sales estimates at all scores no on every sales-estimate row), the cell says "derived" in its note. Cells re-checked on 21 October 2026 carry that date: two competitor cells and the TokConnect cells changed by v3.1.0.
- Scoring. Yes scores 1 and partial scores 0.5. No, not found, not published and not checked all score 0. Each row's own rule (shown under its name in the table) says what counts as partial; a time-limited trial, for example, is a partial free tier.
- First-party versus third-party. Coverage counts what a vendor builds and runs itself. Apify's Store holds Actors written by other developers, each priced and maintained separately. Those cells are marked 3P and count only in Apify's second score: 14.5 first-party, 27.5 including third-party Actors. The ranking uses first-party coverage.
- TokConnect's cells. Each maps to a tool and method from the live
tools/list: v3.0.0 on 20 October 2026, and v3.1.0 on 21 October 2026 for the cells that changed (32 tools, 129 lookups), and to the pricing page. Two TokConnect cells changed on 21 October 2026. The markets row moved from no to yes: Shop Analytics answers 17 TikTok Shop markets through a region argument, verified with live calls in each market. Shop listings, prices and reviews moved from yes to partial, because the public Shop tools serve the US only and the 20 October entry counted them as a full yes in error. It still scores no where it has no feature: no Chrome extension, no ad-spy database, no Ad Library ad records. Follower lists score partial because they work only where TikTok shows them. - Closed, offline and unpublished. Shoplus closed on 20 September 2026 and scores 0. Pentos's site was offline, so its cells are ?. 30 other cells are ? because they were not part of that vendor's check (mostly creator contact and Chrome extension for the data APIs, and SimpTok's content and creator rows), and 5 because nothing is published or the row does not apply. Every ? and every "not found" scores 0.
Download the dataset
The whole matrix is one JSON file: 40 capabilities, 24 products and 960 cells, each with its value, note, source URL and check date. Reuse it with a link to this page.
rows[]- id, group, label, rule (what counts as yes or partial) and the source row in each original check
vendors[]- id, name, kind, site, checked date, status for closed or offline products, compare pages
vendors[].cells.<row>- value (yes, partial, no, unknown), note, url, checked, plus label, tool, derivedFrom or thirdParty where they apply
vendors[].score- firstParty, withThirdParty, bestCaseUnknownAsYes, counts of yes, partial and unknown
ranking[]- rank by first-party coverage
Head-to-head pages for each tool
The matrix is the summary. These pages run one tool against TokConnect on a real job, with prices and output.
- EchoTik31 / 40TokConnect vs EchoTik · EchoTik alternatives
- FastMoss27.5 / 40TokConnect vs FastMoss · FastMoss alternatives
- Kalodata21 / 40TokConnect vs Kalodata · Kalodata alternatives
- PiPiADS16 / 40PiPiADS alternatives
- Apify14.5 / 40TokConnect vs Apify · Apify alternatives
- Bright Data12 / 40TokConnect vs Bright Data · Bright Data alternatives
- Virlo11 / 40TokConnect vs Virlo
- Modash10 / 40TokConnect vs Modash · Modash alternatives
- HasData9 / 40TokConnect vs HasData
- Exolyt7.5 / 40TokConnect vs Exolyt · Exolyt alternatives
- Social Blade4.5 / 40TokConnect vs Social Blade · Social Blade alternatives
- TikTok Creative Center3.5 / 40TikTok Creative Center alternatives
- TikTok for Business MCP1.5 / 40TokConnect vs TikTok for Business MCP · TikTok for Business MCP alternatives
- PentosofflineTokConnect vs Pentos · Pentos alternatives
Also useful: TokConnect for developers and the free TikTok Shop Analytics tool.
Questions about this comparison
What is the most complete TikTok data platform?
TokConnect. It covers 34.5 of the 40 capabilities in our comparison of 24 TikTok data products, checked on each vendor's own pages on 20 October 2026; EchoTik is next with 31 and FastMoss third with 27.5. It is the only product we compared that combines TikTok search demand, TikTok Shop sales estimates and the public content graph in one MCP server with one-click OAuth, plus a chat app.
Which TikTok Shop analytics tools also show TikTok search demand?
TokConnect and EchoTik are the only two of the 24 products with both TikTok Creator Search Insights data and TikTok Shop sales estimates (checked 20 October 2026). TokConnect adds content gaps, searcher audience and one-click OAuth for ChatGPT and Claude, which EchoTik's MCP server does not offer. TokConnect's sales estimates cover 17 TikTok Shop markets, US by default.
Which TikTok data tools connect to ChatGPT and Claude with one-click OAuth?
Five of the 24 products document OAuth sign-in for both ChatGPT and Claude: TokConnect, Apify, Bright Data, HasData and Manifold (checked 20 October 2026). Of those five, only TokConnect has TikTok search volume and TikTok Shop sales estimates. FastMoss and EchoTik run MCP servers too, but their setup docs use an API key or a username and password.
How were the TikTok data tools in this comparison scored?
Each of the 40 capabilities scores 1 for yes and 0.5 for partial, read from each vendor's own pages on 20 October 2026; anything not offered, not published or not checked scores 0. Apify Store Actors built by other developers count only in a separate score: Apify has 14.5 first-party and 27.5 including third-party Actors. Shoplus closed on 20 September 2026 and scores 0.
Can I download and reuse the TikTok data tools comparison data?
Yes. The full matrix is a free JSON file at /evidence/tiktok-data-tools-matrix-2026-10-20.json, with 40 capabilities for 24 products and a value, note, source URL and check date in each of the 960 cells. Reuse it with a link to this page.
Get all 34.5 in one place
TikTok search demand, TikTok Shop sales estimates for 17 markets and the public content graph, in ChatGPT, Claude, Cursor or TokConnect Chat. 50 free credits, no card, every tool on every plan.