{
 "retrievedOn": "2026-10-20",
 "checkedOn": "2026-10-20",
 "method": "Each vendor's own pages (site, pricing, menus, API/MCP docs, help centre, App Store / Chrome Web Store listings), fetched signed out on 20 October 2026 with WebFetch and curl. No sign-ups. 'not found' = not verifiable on vendor pages today. Third-party reviews not used.",
 "tokconnect": {
  "tools": 32,
  "lookups": 129,
  "version": "3.1.0",
  "plans": {
   "Free": "50 credits, no card",
   "Starter": "$49/month, 500 credits",
   "Growth": "$99/month, 2,000 credits",
   "Pro": "$199/month, 8,000 credits"
  },
  "creditRule": "One tool call is one credit; failed calls are free.",
  "shopAnalytics": "TikTok Shop sales estimates for 17 markets (US by default, checked 21 Oct 2026) on every plan, Free included.",
  "access": "MCP with one-click OAuth for ChatGPT and Claude; one line for Cursor; TokConnect Chat at chat.tokconnect.com.",
  "source": "/evidence/tokconnect-tools-2026-10-21.json and https://tokconnect.com/pricing/"
 },
 "competitorFacts": [
  {
   "vendor": "Tabcut",
   "row": "markets",
   "value": [
    "US",
    "Indonesia",
    "Thailand",
    "Malaysia",
    "Vietnam",
    "UK",
    "Philippines",
    "Singapore",
    "Spain",
    "Mexico",
    "Brazil",
    "Germany",
    "Japan",
    "France",
    "Italy",
    "Poland",
    "Netherlands"
   ],
   "quote": "Country selector lists 17 markets, unchanged since October (Poland and Netherlands are tagged New).",
   "url": "https://www.tabcut.com/workbench",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "history_depth",
   "value": "since 2022 (about Oct 2022)",
   "quote": "API page: \"The earliest data sources date back to 2022\". The site's embedded text says \"Explore data from October 2022 to present\" and \"began collecting TikTok data in June 2022\".",
   "url": "https://www.tabcut.com/openApi",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "starting_price_monthly",
   "value": "login-walled",
   "quote": "/user/pricing redirects to /workbench?loginType=signIn. Upgrade modals name the Professional Edition and Flagship Version with no prices. The pricing page's embedded text (not shown publicly) includes \"Only ¥199/month\" and \"Tabcut flagship version is only $2059 a year\", which may be stale and should not be published as a price. No App Store or Chrome Web Store listing found.",
   "url": "https://www.tabcut.com/user/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "free_plan_or_trial",
   "value": "partial",
   "quote": "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 strings mention \"Start Free 3-day Trial\" and \"Free forever\".",
   "url": "https://www.tabcut.com/ranking/goods",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "gmv_products",
   "value": "yes",
   "quote": "Product ranking (daily, weekly, monthly): Total Sales, cycle sales volume, cycle sales, Period Sales Growth Rate. Shown in guest mode, e.g. $532.5K.",
   "url": "https://www.tabcut.com/ranking/goods",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "gmv_shops",
   "value": "yes",
   "quote": "Top shops with 30-Day Sales and Thirty-day Revenue (e.g. medicube US Store $27.34M). Seller ranking and sales-trend APIs.",
   "url": "https://www.tabcut.com/workbench",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "gmv_creators",
   "value": "yes",
   "quote": "Influencer Ranking tab: Goods Sales GMV, Video sales GMV, Live Selling GMV.",
   "url": "https://www.tabcut.com/ranking/talent-with-goods",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "gmv_videos",
   "value": "yes",
   "quote": "Video search sorts by video sales and filters on \"Estimated Video Revenue\". Top videos ranking.",
   "url": "https://www.tabcut.com/analysis/video-search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "gmv_lives",
   "value": "yes",
   "quote": "Livestream search shows Viewership, Live Streaming Sales and Total Revenue (e.g. $219.49K).",
   "url": "https://www.tabcut.com/analysis/live-search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "gmv_categories",
   "value": "yes",
   "quote": "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 (\"Activate flagship membership to access this feature\").",
   "url": "https://www.tabcut.com/marketTrend",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "ranking_filters",
   "value": "yes",
   "quote": "Product search filters: Estimated release time, Total Sales, Price range, Commission rate, store type. Product rankings include surge lists (Yesterday, Three-day, Seven-day, New Surge). Influencer filters: Followers, Interaction rate, Fan portrait, Account Types, Contact information. Video filters: Estimated Video Revenue, Views, Followers. All five asked about are covered: price, growth, commission, launch date and creator size.",
   "url": "https://www.tabcut.com/analysis/selection-engine",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "daily_trend_charts",
   "value": "yes",
   "quote": "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 viewed (login).",
   "url": "https://www.tabcut.com/openApi/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "commission_rates",
   "value": "yes",
   "quote": "Commission rate column (e.g. 15.00%) and filter.",
   "url": "https://www.tabcut.com/ranking/goods",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "creator_contact_info",
   "value": "yes",
   "quote": "Influencer filter \"Contact information\". Embedded FAQ: \"If you purchase the Flagship version of Tabcut, you can download the talents' emails, Twitter, Instagram, and Youtube.\" Flagship plan only.",
   "url": "https://www.tabcut.com/analysis/find-talent",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "tiktok_search_demand",
   "value": "not found",
   "quote": "No TikTok search volume or Creator Search Insights data found.",
   "url": "https://www.tabcut.com/workbench",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "content_gaps",
   "value": "not found",
   "quote": "",
   "url": "https://www.tabcut.com/workbench",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "video_search",
   "value": "yes",
   "quote": "\"All videos\" search by video title or product title, with an \"Only product videos\" toggle. API: Video - Search V2.",
   "url": "https://www.tabcut.com/analysis/video-search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "comments",
   "value": "not found",
   "quote": "Only comment counts found (daily, weekly, monthly comments on videos and hashtags). No comment text.",
   "url": "https://www.tabcut.com/ranking/topics",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "transcripts_captions",
   "value": "not found",
   "quote": "The \"AI Ad Video Production\" menu item links out to topview.ai, a third party.",
   "url": "https://www.tabcut.com/workbench",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "hashtags",
   "value": "yes",
   "quote": "\"Top topics\" hashtag ranking (daily, weekly, monthly; sort by videos, views, comments, likes, shares). Six hashtag APIs: Ranking, Trend, Creator List, Basic Info, Video List, Search.",
   "url": "https://www.tabcut.com/ranking/topics",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "sounds",
   "value": "not found",
   "quote": "",
   "url": "https://www.tabcut.com/workbench",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "places_poi",
   "value": "not found",
   "quote": "",
   "url": "https://www.tabcut.com/workbench",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "live_search",
   "value": "yes",
   "quote": "\"Enter the name of the broadcast room you want to search for\". API: Live - Search. Shopping LIVE data.",
   "url": "https://www.tabcut.com/analysis/live-search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "feeds",
   "value": "not found",
   "quote": "",
   "url": "https://www.tabcut.com/workbench",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "creative_center_ad_library",
   "value": "not found",
   "quote": "No TikTok Creative Center or EU/UK Ad Library lookups found.",
   "url": "https://www.tabcut.com/analysis/advertising-search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "ad_spy",
   "value": "yes",
   "quote": "\"Search Ad Campaigns\" across 17 countries: Advertising Display Volume, Amount of Days Ad has been Released, Popularity, Like Ratio, Time of Last Discovery.",
   "url": "https://www.tabcut.com/analysis/advertising-search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "mcp_server",
   "value": "not found",
   "quote": "No MCP on the API page, the API pricing page or the API docs (no matches for mcp, skill or oauth).",
   "url": "https://www.tabcut.com/openApi",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "api",
   "value": "yes",
   "quote": "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, and zero-result calls are free. Homepage: \"API calls from $0.1\". Keys (appKey/appSecret) come from customer service; requests are MD5-signed.",
   "url": "https://www.tabcut.com/openApi/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "ai_agent_skill",
   "value": "not found",
   "quote": "",
   "url": "https://www.tabcut.com/openApi",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "in_product_chat_assistant",
   "value": "partial",
   "quote": "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 selection. There is also a per-video \"AI Insights\" audience analysis.",
   "url": "https://www.tabcut.com/analysis/selection-engine",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "chatgpt_claude_oauth_connector",
   "value": "not found",
   "quote": "API uses an appKey/appSecret signature only.",
   "url": "https://tabcut-data-api-en.apifox.cn/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "chrome_extension",
   "value": "not found",
   "quote": "No Tabcut extension found on the site or in the Chrome Web Store.",
   "url": "https://www.tabcut.com/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Tabcut",
   "row": "other_platforms",
   "value": "not found",
   "quote": "TikTok only. Amazon and Shopee appear only as a signup-survey answer.",
   "url": "https://www.tabcut.com/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "markets",
   "value": [
    "US",
    "Mexico",
    "Brazil",
    "Indonesia",
    "Philippines",
    "Vietnam",
    "Thailand",
    "Malaysia",
    "Japan",
    "Singapore",
    "UK",
    "Spain",
    "Germany",
    "France",
    "Italy",
    "Poland",
    "Netherlands",
    "Belgium",
    "Austria",
    "Portugal"
   ],
   "quote": "20 markets in the region selector (Americas, Asia, 'Europe Access'; Poland/Netherlands/Belgium/Austria/Portugal tagged NEW). Homepage and Developer Center say '20 global markets'. Pricing FAQ still lists only 9 (US, UK, ID, PH, VN, TH, MY, MX, ES). Plans are region-specific: 'separate subscriptions will be required'.",
   "url": "https://www.fastmoss.com/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "history_depth",
   "value": "90 / 180 / 1200 days by plan",
   "quote": "Plan cards: Basic 90-day, Pro 180-day, Ultimate 1200-day historical data. Homepage claims '1500+ days Historical Data'.",
   "url": "https://www.fastmoss.com/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "starting_price_monthly",
   "value": "$49/mo (first month $29); annual $47/mo",
   "quote": "Monthly: 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). Enterprise 'API Service, Contact us'. Prices only render after JS loads (US region shown).",
   "url": "https://www.fastmoss.com/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "free_plan_or_trial",
   "value": "trial",
   "quote": "'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.",
   "url": "https://www.fastmoss.com/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "gmv_products",
   "value": "yes",
   "quote": "Top Selling product rank shows Units Sold, GMV, Total GMV, Commission Rate, Order Growth Rate.",
   "url": "https://www.fastmoss.com/e-commerce/saleslist",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "gmv_shops",
   "value": "yes",
   "quote": "Shop search shows GMV (7-day), Total GMV, units, affiliates; Shop menu has Top Selling, Full Service Shop Rank, Most Searched.",
   "url": "https://www.fastmoss.com/shop-marketing/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "gmv_creators",
   "value": "yes",
   "quote": "Creator search shows Total Sales/Units in last 28 days, sales trend; Creator menu has E-commerce Rank, Growth Rank, Rising Star etc.",
   "url": "https://www.fastmoss.com/influencer/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "gmv_videos",
   "value": "yes",
   "quote": "Product menu 'Video Product Rank' and Developer API 'Per-video sales attribution'; ads list shows units sold/GMV per creative.",
   "url": "https://developers.fastmoss.com/api/overview",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "gmv_lives",
   "value": "yes",
   "quote": "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.",
   "url": "https://www.fastmoss.com/live/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "gmv_categories",
   "value": "yes",
   "quote": "Market Pulse: Market Overview, Category Panorama, Marketing Strategy (units sold by sales channel and promotion channel). Ads menu also has Category Trends.",
   "url": "https://www.fastmoss.com/market/market-pulse",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "ranking_filters",
   "value": "yes",
   "quote": "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: followers, new followers, followers' gender/age, avg views, engagement rate, Blue-V, contact info. Growth shown as Order Growth Rate column.",
   "url": "https://www.fastmoss.com/e-commerce/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "daily_trend_charts",
   "value": "yes",
   "quote": "'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.",
   "url": "https://www.fastmoss.com/e-commerce/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "commission_rates",
   "value": "yes",
   "quote": "Commission Rate column on product rankings and a commission-rate filter.",
   "url": "https://www.fastmoss.com/e-commerce/saleslist",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "creator_contact_info",
   "value": "yes",
   "quote": "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 method filters. MossCreator bulk-email outreach to creators.",
   "url": "https://www.fastmoss.com/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "tiktok_search_demand",
   "value": "partial",
   "quote": "Ads > 'TikTok Keyword Trends' shows keyword 'popularity', impressions, likes, shares, comments plus ad creatives for each keyword ('trending search terms ... ad keyword opportunities'). No TikTok Creator Search Insights search volume found. Full data needs login.",
   "url": "https://www.fastmoss.com/creativecenter/keyword-trends",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "content_gaps",
   "value": "not found",
   "quote": "No content-gap feature found on public pages.",
   "url": "https://www.fastmoss.com/websiteMap",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "video_search",
   "value": "yes",
   "quote": "Videos > Video Search ('Trending videos with highest engagement'); Discover Videos and Video Monitor.",
   "url": "https://www.fastmoss.com/media-source/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "comments",
   "value": "partial",
   "quote": "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 comments. No video-comment text tool found.",
   "url": "https://www.fastmoss.com/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "transcripts_captions",
   "value": "yes",
   "quote": "AI Tools 'Video transcription' (1 trial, then 10 or 20 videos/day by plan) and Video Script Analysis/Rewriting.",
   "url": "https://www.fastmoss.com/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "hashtags",
   "value": "yes",
   "quote": "Videos > Popular Hashtag ('TikTok Hashtag Insights', impressions, related videos); Ads > Hashtag Insight.",
   "url": "https://www.fastmoss.com/media-source/hashtag",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "sounds",
   "value": "yes",
   "quote": "Videos > Popular Music ('Popular TikTok Music in the United States', views per track).",
   "url": "https://www.fastmoss.com/media-source/song",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "places_poi",
   "value": "not found",
   "quote": "No place/POI feature found.",
   "url": "https://www.fastmoss.com/websiteMap",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "live_search",
   "value": "yes",
   "quote": "TikTok LIVE Search (filters by creator category, LIVE type, audience and sales) plus LIVE monitor/recording credits.",
   "url": "https://www.fastmoss.com/live/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "feeds",
   "value": "not found",
   "quote": "No For You / Explore feed browsing found.",
   "url": "https://www.fastmoss.com/websiteMap",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "creative_center_ad_library",
   "value": "not found",
   "quote": "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 Library found.",
   "url": "https://www.fastmoss.com/creativecenter/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "ad_spy",
   "value": "yes",
   "quote": "'TikTok E-Commerce Ads' list with views, ROAS, Est. Cost, publish dates; Paid Partnership Ads; Advertiser Insights.",
   "url": "https://www.fastmoss.com/creativecenter/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "mcp_server",
   "value": "yes (official, live)",
   "quote": "Developer Center: 'MCP is live'. Remote server https://mcp.fastmoss.com/mcp; works with Claude, ChatGPT, Cursor, Windsurf, Cline, Cherry Studio, Gemini, DeepSeek, Kimi. 55 tools in 4 credit tiers. MCP/CLI plans $19/$59/$129 a month (annual $16/$49/$109) for 500/1,800/5,000 credits; Pro can go to 3,000 and Max to 8k/12k/20k credits; top-ups $12/300, $29/800, $69/2,000. 'Zero results, failures, and rate limits are never charged'.",
   "url": "https://developers.fastmoss.com/mcp/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "api",
   "value": "yes",
   "quote": "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 pricing.",
   "url": "https://developers.fastmoss.com/api/overview",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "ai_agent_skill",
   "value": "yes",
   "quote": "Setup docs: '5 skills across 4 roles' (Product Research, Creator Outreach, Shop Diagnostics, Content Assistant), installed with 'npx skills add FastMoss/fastmoss-skills'. CLI with the same 55 tools for Claude Code/Codex/Cursor.",
   "url": "https://developers.fastmoss.com/docs/mcp/setup",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "in_product_chat_assistant",
   "value": "yes",
   "quote": "'FastMoss Agent' chat widget on the web app with suggested questions (e.g. 'Which categories in US are still blue oceans?').",
   "url": "https://www.fastmoss.com/market/market-pulse",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "chatgpt_claude_oauth_connector",
   "value": "partial",
   "quote": "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 also publishes OAuth metadata (authorization_code + PKCE, dynamic client registration at https://mcp.fastmoss.com/.well-known/oauth-authorization-server), but no doc tells users to connect that way.",
   "url": "https://developers.fastmoss.com/docs/mcp/setup",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "chrome_extension",
   "value": "yes",
   "quote": "'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 ratings. A second extension link on the site (nkembbgnocgdccfmjmpmbdoeleconkij) now resolves to an 'empty-title' store page.",
   "url": "https://chromewebstore.google.com/detail/fastmoss-tiktok-extension/nanmghilfjnkmfblikeckplkecnfdbib",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "FastMoss",
   "row": "other_platforms",
   "value": "not found",
   "quote": "TikTok only. No Shopee/Amazon/Lazada/Instagram data found. Creator search has an 'Other platforms' filter (creators' other social accounts), which is not cross-platform sales data.",
   "url": "https://www.fastmoss.com/influencer/search",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "markets",
   "value": [
    "US",
    "Brazil",
    "Mexico",
    "Indonesia",
    "Japan",
    "Malaysia",
    "Philippines",
    "Singapore",
    "Thailand",
    "Vietnam",
    "UK",
    "Spain",
    "Germany",
    "France",
    "Italy",
    "Poland",
    "Netherlands",
    "Belgium",
    "Czech Republic",
    "Austria",
    "Greece",
    "Portugal",
    "Hungary",
    "Ireland"
   ],
   "quote": "Region 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 Skill page still say 15 markets.",
   "url": "https://www.kalodata.com/product",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "history_depth",
   "value": "1000 days",
   "quote": "Homepage: \"1000 Days Historical Data\". API date_range accepts named ranges up to last365Day, or a custom yyyy-MM-dd~yyyy-MM-dd range.",
   "url": "https://www.kalodata.com/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "starting_price_monthly",
   "value": "$45.99/mo (US App Store); site pricing login-walled",
   "quote": "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 $99.99, Professional $99.99/$129.99, Global Standard $61.99, Vietnam Standard $44.99, Mexico Standard $49.99, Basic $69.99, 100 Credits $9.99.",
   "url": "https://apps.apple.com/us/app/kalodata/id6670308912",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "free_plan_or_trial",
   "value": "yes",
   "quote": "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.",
   "url": "https://www.kalodata.com/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "gmv_products",
   "value": "yes",
   "quote": "Product ranking columns: Revenue, Revenue Trend, Revenue Growth Rate, Item Sold, Live/Video/Product Card Revenue.",
   "url": "https://www.kalodata.com/product",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "gmv_shops",
   "value": "yes",
   "quote": "Shop ranking: Revenue, Revenue Trend, Revenue Growth Rate, revenue split into Self-Operated, Affiliate, Shopping Mall, Live, Video and Product Card.",
   "url": "https://www.kalodata.com/shop",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "gmv_creators",
   "value": "yes",
   "quote": "Creator ranking: Revenue, Item Sold, Revenue Trend, Best-selling Products.",
   "url": "https://www.kalodata.com/creator",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "gmv_videos",
   "value": "yes",
   "quote": "Video & Ad ranking: Revenue, Item Sold, Revenue Trend, GPM.",
   "url": "https://www.kalodata.com/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "gmv_lives",
   "value": "yes",
   "quote": "Livestream ranking: Revenue, Best-selling Products, Live Time, Views, GPM.",
   "url": "https://www.kalodata.com/livestream",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "gmv_categories",
   "value": "yes",
   "quote": "Category ranking: Revenue, Revenue Growth Rate, Revenue Trend, Number of Shops, Revenue per Shop, Top 3/Top 10 Shops Ratio, channel revenue split.",
   "url": "https://www.kalodata.com/category",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "ranking_filters",
   "value": "yes",
   "quote": "Product filters: Revenue, Item Sold, Revenue Growth Rate, Avg. Unit Price, Is Affiliate Product, Creator Number, Creator Conversion Ratio, Shipping Option, Launch Date, Commission Rate, Product Rating. Creator filters: Followers, Engagement Rate, Average Video Views, Creator Contact, MCN Status, Creator Debut Time, Age, Gender, Languages. Video filters: Is AI video, Views, Creator Followers, Duration, Publish Date. So all five asked about are covered: price, growth, commission, launch date and creator size.",
   "url": "https://www.kalodata.com/product",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "daily_trend_charts",
   "value": "yes",
   "quote": "Revenue Trend columns on the product, shop, creator, category and video rankings. API revenue_trend is a \"day-by-day series\".",
   "url": "https://www.kalodata.com/open-center/docs",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "commission_rates",
   "value": "yes",
   "quote": "Commission Rate is both a column and a filter on the product ranking. The API's product rank takes a commission_rate filter.",
   "url": "https://www.kalodata.com/product",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "creator_contact_info",
   "value": "yes",
   "quote": "Creator filter \"Creator Contact\". API creator detail returns contact_email, contact_whatsapp, contact_line, contact_facebook, contact_ins and contact_zalo.",
   "url": "https://www.kalodata.com/open-center/docs?endpoint=%2Fopenapi%2Fv1%2Ftiktok%2Fcreator%2Fdetail",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "tiktok_search_demand",
   "value": "not found",
   "quote": "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.",
   "url": "https://www.kalodata.com/open-center/docs",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "content_gaps",
   "value": "not found",
   "quote": "",
   "url": "https://www.kalodata.com/explore",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "video_search",
   "value": "partial",
   "quote": "Video & Ad page has a \"Search hashtag or keyword\" box, but it searches only Kalodata's e-commerce video ranking.",
   "url": "https://www.kalodata.com/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "comments",
   "value": "partial",
   "quote": "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 1 credit, plus video comment_count.",
   "url": "https://www.kalodata.com/open-center/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "transcripts_captions",
   "value": "yes",
   "quote": "Each row's Video Toolkit menu offers \"Transcript Export\" (0.2 credits), \"Script Optimizer\" and \"Storyboard Export\".",
   "url": "https://www.kalodata.com/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "hashtags",
   "value": "partial",
   "quote": "Videos can be searched by hashtag. No hashtag ranking or hashtag analytics page found.",
   "url": "https://www.kalodata.com/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "sounds",
   "value": "not found",
   "quote": "",
   "url": "https://www.kalodata.com/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "places_poi",
   "value": "not found",
   "quote": "",
   "url": "https://www.kalodata.com/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "live_search",
   "value": "partial",
   "quote": "Livestream ranking with filters (Live Recording, Product Source, Creator Followers, Avg. Unit Price, Time Range) and a \"Snippet\" per stream. Covers shopping LIVEs only, not general LIVE search.",
   "url": "https://www.kalodata.com/livestream",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "feeds",
   "value": "not found",
   "quote": "",
   "url": "https://www.kalodata.com/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "creative_center_ad_library",
   "value": "not found",
   "quote": "No TikTok Creative Center or EU/UK Ad Library lookups found.",
   "url": "https://www.kalodata.com/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "ad_spy",
   "value": "yes",
   "quote": "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.",
   "url": "https://www.kalodata.com/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "mcp_server",
   "value": "no (coming soon)",
   "quote": "Unchanged since October: \"API/Skill is available now; MCP is coming soon\". The MCP card is labelled \"Coming Soon\".",
   "url": "https://www.kalodata.com/open-center/home",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "api",
   "value": "yes",
   "quote": "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 product selling-point and comment insight. Detail calls cost 0.1 credit; rank calls cost 0.1 x ceil(rows/100). \"1 point is approximately equivalent to 0.1 USD\". Monthly rebates of 20-50%. Rate limits run 10-100 requests per 10 s depending on endpoint.",
   "url": "https://www.kalodata.com/open-center/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "ai_agent_skill",
   "value": "yes",
   "quote": "\"Kalodata Skill\" (TikTok Data Query Skill, installed from GitHub sailtonight/kalodata-skill, shown syncing to Cursor) and a \"Kalopilot Skill\" for e-commerce analysis. Basic queries cost 0.2-0.4 credits and analysis scenarios 1-2 credits.",
   "url": "https://www.kalodata.com/open-center/skill",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "in_product_chat_assistant",
   "value": "yes",
   "quote": "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 lists Kalopilot, \"AI agent for market and business insights\" (link goes to login).",
   "url": "https://www.kalodata.com/explore",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "chatgpt_claude_oauth_connector",
   "value": "not found",
   "quote": "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.",
   "url": "https://www.kalodata.com/open-center/skill",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "chrome_extension",
   "value": "not found",
   "quote": "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.",
   "url": "https://chromewebstore.google.com/detail/kgnpdidjmbgomengmlelfbibljajfpoj",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Kalodata",
   "row": "other_platforms",
   "value": [
    "Amazon",
    "Shopee"
   ],
   "quote": "The platform switcher in the site header offers TikTok, Amazon (\"World's Largest Comprehensive E-commerce Platform\") and Shopee (\"Southeast Asia's Most Popular E-commerce Platform\").",
   "url": "https://www.kalodata.com/video",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "markets",
   "value": "All TikTok Shop markets (multi-country)",
   "quote": "Pricing 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) and, on 2026-08-03, \"eight more European markets: Greece, Belgium, Czechia, Poland, Portugal, Austria, Hungary, and the Netherlands\"; Country Dashboard \"now supports every TikTok Shop market\". The 2023 help article still says 8 countries (stale).",
   "url": "https://help.echotik.live/en/articles/6870452-echotik-upgrade-log",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "history_depth",
   "value": "Free/Basic 30 days, Pro 90 days, Enterprise unlimited; API up to 1,000 days",
   "quote": "Pricing compare table \"Maximum historical data range\": Last 30 days / Last 90 days / No limited. API page now says \"track trends up to 1,000 days back\"; the older \"24-month historical data with daily updates\" string is still in the page bundle.",
   "url": "https://www.echotik.live/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "starting_price_monthly",
   "value": "$13.9/mo (Basic, billed monthly); $9.9/mo billed yearly ($119/yr)",
   "quote": "Unchanged 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 Data API plans in page strings: Start Free (1,000 calls), Pro \"$199/month\" (100,000 calls), Enterprise custom.",
   "url": "https://www.echotik.live/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "free_plan_or_trial",
   "value": "yes",
   "quote": "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 refund.\" API: \"Get free 100 requests for tests.\"",
   "url": "https://www.echotik.live/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "gmv_products",
   "value": "yes",
   "quote": "Product list/ranking with GMV (total_sale_gmv_amt, 30d GMV filters); homepage Product rank.",
   "url": "https://opendocs.echotik.live/echotik/product/list.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "gmv_shops",
   "value": "yes",
   "quote": "Shop rank with GMV on homepage; Shop Trends API has total_sale_gmv_1d_amt.",
   "url": "https://opendocs.echotik.live/echotik/seller/trend.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "gmv_creators",
   "value": "yes",
   "quote": "API page: Creator Data \"GMV performance · audience profiles · engagement trends\"; Influencer Trends API has total_sale_gmv_1d_amt.",
   "url": "https://www.echotik.live/en/api-service",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "gmv_videos",
   "value": "yes",
   "quote": "Video list/ranklist API fields total_video_sale_gmv_amt; Videos leaderboard on plans.",
   "url": "https://opendocs.echotik.live/echotik/video/ranklist.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "gmv_lives",
   "value": "yes",
   "quote": "Homepage \"View high GMV live broadcasts.\"; API Live Stream Data \"live GMV\"; Lives leaderboard/library on pricing table.",
   "url": "https://www.echotik.live/en/api-service",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "gmv_categories",
   "value": "yes",
   "quote": "Homepage \"Category GMV trend (Top10)\" and category competitive analysis; API Category Detail and Category Trends (total_sale_gmv_1d_amt).",
   "url": "https://opendocs.echotik.live/echotik/category/trend.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "ranking_filters",
   "value": "yes",
   "quote": "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 count, GMV/30d GMV, first-crawl date (launch-date proxy), S Shop, free shipping, local vs cross-border, brand shop. Product ranking: day/week/month, category L1-L3, sort by sales or creator count. Creator filters: followers, views, engagement rate, gender, language. Upgrade log: New Product Ranking (2024-06-27).",
   "url": "https://opendocs.echotik.live/echotik/product/list.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "daily_trend_charts",
   "value": "yes",
   "quote": "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 Daily Sales Trends: Visualize daily product sales\". Video data trends not on Free plan.",
   "url": "https://opendocs.echotik.live/echotik/product/trend.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "commission_rates",
   "value": "yes",
   "quote": "Product list filter min/max_product_commission_rate.",
   "url": "https://opendocs.echotik.live/echotik/product/list.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "creator_contact_info",
   "value": "yes (Enterprise export; Pro filter only)",
   "quote": "Pro: \"Filter influencers with contact information\" but \"Cannot export influencer emails\"; Enterprise: \"Export influencers with contact information\". Free: \"influencer contact emails ... unavailable\". Influencer list API includes contact_email field.",
   "url": "https://www.echotik.live/pricing",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "tiktok_search_demand",
   "value": "yes",
   "quote": "API \"Trending Search Term Ranking - Real-time\" (by tab and region) and \"Keyword Inspiration Insight\" return TikTok search-insight items with popularity scores (example payload carries csi_* fields, i.e. TikTok Creator Search Insights). Web app strings show a \"TikTok Search Popularity Analysis\" tool and Trends > \"Trending Keywords\" ranking (added 2026-07-27). No per-keyword weekly search-volume figure seen in the web UI.",
   "url": "https://opendocs.echotik.live/realtime/trending/keyword/ranking.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "content_gaps",
   "value": "not found",
   "quote": "No content-gap feature seen on site, pricing or API docs.",
   "url": "https://opendocs.echotik.live/llms.txt",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "video_search",
   "value": "yes",
   "quote": "Videos search on all plans (50/200/5000 per day); API \"Video Search - Real-time Interface\".",
   "url": "https://opendocs.echotik.live/llms.txt",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "comments",
   "value": "yes",
   "quote": "API: video comment list, comment replies, \"Video comment word analysis\"; product reviews.",
   "url": "https://opendocs.echotik.live/llms.txt",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "transcripts_captions",
   "value": "yes",
   "quote": "API \"Video Text and Subtitle Extraction - Real-time Interface\"; web Script Extractor (50/200/1000 per month); extension extracts subtitle script.",
   "url": "https://opendocs.echotik.live/realtime/video/captions.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "hashtags",
   "value": "yes",
   "quote": "API hashtag search, trending hashtag, hashtag ranking and trends; Trending Hashtags ranking added 2026-07-27.",
   "url": "https://opendocs.echotik.live/llms.txt",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "sounds",
   "value": "yes",
   "quote": "API Music detail, associated videos, music ranking, music search; Trends > Trending Music; sticker/effect detail too.",
   "url": "https://opendocs.echotik.live/llms.txt",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "places_poi",
   "value": "not found",
   "quote": "No place/POI endpoints in the API index or site menus.",
   "url": "https://opendocs.echotik.live/llms.txt",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "live_search",
   "value": "yes",
   "quote": "Lives search on all plans; API \"Live Stream Search - Real-time Interface\"; Live Monitor tool.",
   "url": "https://opendocs.echotik.live/llms.txt",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "feeds",
   "value": "yes",
   "quote": "API \"Recommended Video Stream - Real-time Interface\"; MCP page: \"Query TikTok realtime recommendation-feed videos\".",
   "url": "https://www.echotik.live/en/api/mcp",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "creative_center_ad_library",
   "value": "partial",
   "quote": "API section (tagged ad library) wraps Creative Center Top Ads: top ads list/detail/search, spotlight, trending hashtags, trend videos, industries, priority regions. No EU/UK DSA Ad Library lookup seen.",
   "url": "https://opendocs.echotik.live/516317998e0.md",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "ad_spy",
   "value": "partial",
   "quote": "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 insights\" under Market Trends.",
   "url": "https://help.echotik.live/en/articles/6870452-echotik-upgrade-log",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "mcp_server",
   "value": "yes (official, live)",
   "quote": "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 Code, Cursor. Upgrade log 2026-09-16: \"Introducing EchoTik MCP / CLI\". Also npm echotik-cli.",
   "url": "https://www.echotik.live/en/api/mcp",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "api",
   "value": "yes",
   "quote": "Data API with Basic auth (username/password), EchoTik and real-time TikTok endpoints, docs at opendocs.echotik.live; \"Get free 100 requests for tests.\"",
   "url": "https://www.echotik.live/en/api-service",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "ai_agent_skill",
   "value": "yes",
   "quote": "NEW since Oct. Official \"EchoTik API Skills\" for Codex and Claude Code (.claude/skills/echotik-api-assistant/SKILL.md), linked from the site's API menu; docs page \"AI Skills\".",
   "url": "https://github.com/EchoSell/echotik-api-skills",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "in_product_chat_assistant",
   "value": "yes",
   "quote": "\"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 Agent launched 2026-04-13 per upgrade log; not in our Oct notes.",
   "url": "https://www.echotik.live/ai",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "chatgpt_claude_oauth_connector",
   "value": "no",
   "quote": "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 Claude.ai OAuth connector seen.",
   "url": "https://www.echotik.live/en/api/mcp",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "chrome_extension",
   "value": "yes",
   "quote": "\"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, watermark-free download, subtitle extraction, account location. Also SuperBrowser.",
   "url": "https://chromewebstore.google.com/detail/napmaafilgfpfohgpjokahilhgmkkfjo",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "EchoTik",
   "row": "other_platforms",
   "value": "partial",
   "quote": "Analytics are TikTok-focused. Upgrade log 2026-04-13: \"Data coverage has expanded across TikTok, Amazon, Instagram\". Site code has \"Amazon Search Popularity Analysis\" and AI Agent tools for Amazon, YouTube, Instagram, Reddit, X, Pinterest, Google search; 1688/Alibaba image sourcing. Sister product KeyAPI sells multi-platform APIs.",
   "url": "https://help.echotik.live/en/articles/6870452-echotik-upgrade-log",
   "checkedOn": "2026-10-20"
  }
 ],
 "vendorSummary": {
  "Tabcut": {
   "name": "Tabcut",
   "site": "https://www.tabcut.com",
   "checked": "2026-10-20",
   "strengths_vs_tokconnect": [
    "History back to 2022",
    "Ad-spy search (display volume, days running, popularity) across 17 countries",
    "Creator contact export (email, Twitter, Instagram, YouTube) on the Flagship plan",
    "Hashtag ranking tied to shop and ad activity, with six hashtag APIs",
    "Large pay-per-use API (60 endpoints) at $0.10 per 10 requests",
    "Guest mode shows real ranking numbers without signing up"
   ],
   "weaknesses_vs_tokconnect": [
    "No MCP server, agent Skill or ChatGPT/Claude connector found",
    "Plan prices are login-walled, with no public monthly price",
    "API keys are issued by customer service, not self-serve",
    "No TikTok Creator Search Insights search volume, content gaps or demographics found",
    "No comment text, transcripts, sounds, places/POI, feeds, Creative Center or EU/UK Ad Library found",
    "In-app AI is limited to product-selection Q&A",
    "Category market trends require the Flagship plan"
   ],
   "lacks_in_tokconnect": [
    "Ad campaign search (ad spy) database",
    "Creator contact info export",
    "MCN agency ranking (Beta)",
    "Video \"AI Insights\" audience segmentation (fan vs non-fan, repeat views, completion rate)",
    "Data monitoring (tracking chosen influencers, videos and shops)"
   ],
   "changed_since_oct": [
    "No changes found: still 17 markets, pricing still login-walled, homepage still says \"OpenAPI pay-per-use is now available\" / \"API calls from $0.1\".",
    "Not in the Oct evidence (may predate it): the API pricing page itemises 60 APIs at \"$0.100/per 10 requests\"; AI product selection chat; contact-information filter; Search Ad Campaigns; hashtag ranking; history since 2022."
   ]
  },
  "FastMoss": {
   "name": "FastMoss",
   "site": "https://www.fastmoss.com",
   "strengths_vs_tokconnect": [
    "Shop sales estimates in 20 markets, against TokConnect's 17 (US by default, checked 21 Oct 2026).",
    "Up to 1200 days of history on the top plan; homepage claims 1500+ days.",
    "Creator contact info (5 or 300 a day) and MossCreator bulk email outreach; TokConnect has no creator emails.",
    "Ad-spy database with ROAS and estimated cost per e-commerce ad; TokConnect has no ad-spy database.",
    "Deep ranking filters (price, commission, launch date, followers, audience gender/age, contact info).",
    "Sells MCP, CLI and REST API from one key; 55 tools; installable agent Skills; in-app 'FastMoss Agent' chat.",
    "LIVE monitoring/recording and minute-level video monitoring."
   ],
   "weaknesses_vs_tokconnect": [
    "No TikTok Creator Search Insights search volume or content gaps; its keyword trends are ad-keyword popularity.",
    "No places/POI, For You/Explore feeds, or official Creative Center / EU-UK Ad Library lookups found.",
    "No video comment text tool found; only comment counts.",
    "No free plan: 7-day trial only; MCP is a separate subscription from $19/mo with its own 3-day trial.",
    "Claude/ChatGPT setup docs use an API key pasted into the server URL rather than a documented OAuth sign-in.",
    "Plans are per region, so multi-market access means paying again; no refunds.",
    "Full lists, details and keyword trends need login."
   ],
   "lacks_in_tokconnect": [
    "Multi-country TikTok Shop sales estimates (20 markets)",
    "Creator contact info and bulk email outreach (MossCreator)",
    "Ad-spy database with ROAS / estimated spend, advertiser insights",
    "LIVE stream recording/monitoring and minute-level video monitoring",
    "Agency/MCN (CAP) rankings",
    "AI video slicing, script rewriting and product-title optimisation",
    "CLI for coding agents and a per-call REST API",
    "Installable agent Skills pack (FastMoss/fastmoss-skills)",
    "Data export (10/100/150 exports a month)"
   ],
   "changed_since_oct": [
    "Pricing unchanged: monthly $29/$53/$99 first month then $49/$89/$139; annual $558/$854/$1,084. Prices render fine in a browser today, but plain-HTML fetches still show $0 placeholders.",
    "Ultimate annual is shown as $91/mo, which was not recorded on 8-10 Oct.",
    "'Members from $22/month' banner not seen on the rendered page today; a 'Save up to 35% ... Anniversary Sale Only' banner is shown instead. The page still embeds the string 'From $22/month'.",
    "Market list unchanged at 20; the pricing FAQ still lists only 9.",
    "New since Oct notes: 'FastMoss Agent' in-app chat; 5 agent Skills via npx; MCP 3-day free trial; MCP credit sliders up to 20,000 a month; top-up packs.",
    "MCP server publishes OAuth discovery metadata, but setup docs still use api_key in the URL.",
    "Market Pulse is now a top-level menu item; it holds Market Overview, Category Panorama and Marketing Strategy.",
    "/mcp on the Developer Center returns 403; the live page is /mcp/overview."
   ]
  },
  "Kalodata": {
   "name": "Kalodata",
   "site": "https://www.kalodata.com",
   "checked": "2026-10-20",
   "strengths_vs_tokconnect": [
    "Shop sales estimates in 24 TikTok Shop markets, against TokConnect's 17 (US by default, checked 21 Oct 2026)",
    "1000 days of historical sales data",
    "Ad metrics on videos (Ad Spend, ROAS, CPA, ad view ratio), an ad-spy capability TokConnect lacks",
    "Creator contact details (email, WhatsApp, Instagram, Facebook, Line, Zalo) in the UI filter and the API",
    "Amazon and Shopee data in the same product",
    "Commission-rate, launch-date, creator-count and follower filters on the rankings",
    "Video transcript, script and storyboard export from the video ranking",
    "Agent Skill on GitHub, plus an in-product AI chat (Kalopilot, \"Ask about anything on screen\")"
   ],
   "weaknesses_vs_tokconnect": [
    "No MCP server: it is still \"Coming Soon\", while TokConnect's is live with OAuth for ChatGPT, Claude and Cursor",
    "Website pricing is login-walled, with no free plan beyond a 7-day trial",
    "No TikTok Creator Search Insights search volume, content gaps or demographics found",
    "No general TikTok tools found: sounds, places/POI, For You/Explore feeds, general LIVE search, Creative Center or EU/UK Ad Library",
    "Comment data covers product reviews only, not video comment threads"
   ],
   "lacks_in_tokconnect": [
    "Sales estimates for 7 more TikTok Shop markets than TokConnect's 17 (24 against 17)",
    "Ad spend, ROAS and CPA estimates on videos",
    "Creator contact info (email, WhatsApp and others)",
    "Amazon and Shopee analytics",
    "Product review insight (pain points, positive points, usage scenarios) and selling-point analysis endpoints",
    "AI video generation (Kaloclip) and an AI affiliate platform (Kaloboost)",
    "Script optimizer and storyboard export for videos"
   ],
   "changed_since_oct": [
    "Markets went from 15 to 24: the region menu and API docs add Poland, Netherlands, Belgium, Czech Republic, Austria, Greece, Portugal, Hungary and Ireland, all tagged New. Open Center still says 15.",
    "MCP is unchanged and still \"Coming Soon\".",
    "Pricing is unchanged: /pricing still redirects to /signup, and the App Store prices are the same as on 8-10 Oct.",
    "Not in the Oct evidence (may predate it): the Amazon/Shopee platform switcher, the Kalopilot Skill, the creator contact fields in the API, product comment insight, and Transcript Export in Video Toolkit."
   ]
  },
  "EchoTik": {
   "name": "EchoTik",
   "site": "https://www.echotik.live",
   "checked": "2026-10-20",
   "strengths_vs_tokconnect": [
    "Multi-country TikTok Shop sales data (all TikTok Shop markets, incl. 8 EU markets added Aug 2026). TokConnect covers 17 markets (US by default, checked 21 Oct 2026).",
    "Much cheaper entry: $13.9/mo monthly or $9.9/mo yearly vs TokConnect $49.",
    "Exports creator contact emails (Enterprise) and filters by contact info (Pro); TokConnect has no creator emails.",
    "Longer history: Enterprise unlimited, API up to 1,000 days.",
    "Larger Chrome extension (10,000 users) that shows creator and product data on TikTok.com; TokConnect's extension is account capture only.",
    "Extra tools: Live Monitor, watermark-free download, script extractor, AI image tools, pricing calculator, 1688/image sourcing.",
    "Now matches TokConnect on agent access: official hosted MCP, CLI and Claude Code/Codex Skill, plus an in-product AI Agent."
   ],
   "weaknesses_vs_tokconnect": [
    "No OAuth connector for ChatGPT or Claude.ai: MCP needs username/password headers and lists Codex, Claude Code, Cursor only.",
    "Lower tiers cap history at 30 days (Basic) and 90 days (Pro) and limit leaderboards to top 100/1000.",
    "No places/POI or content-gap features found; no EU/UK DSA Ad Library lookup (Creative Center top ads only).",
    "Most TikTok social endpoints (comments, transcripts, sounds, feeds, CSI trending searches) are API-only, sold separately from the web plans (API Pro $199/month in page strings).",
    "No per-keyword weekly search-volume figure seen in the web UI; TikTok search data is trending lists and inspiration popularity scores."
   ],
   "lacks_in_tokconnect": [
    "Multi-country TikTok Shop GMV (EU, SEA, JP, BR, UK etc.)",
    "Creator contact email export",
    "Live Monitor (LIVE session tracking and alerts)",
    "Image search for products and 1688/Alibaba sourcing",
    "Watermark-free video download and AI video remix/script tools",
    "CLI (npm echotik-cli) for agents",
    "Amazon search popularity and other-platform agent tools",
    "Chrome extension overlaying analytics on TikTok.com"
   ],
   "changed_since_oct": [
    "Official EchoTik MCP is live at https://mcp.echotik.live/mcp (upgrade log entry dated 2026-09-16; not captured in our 30 Sep-10 Oct notes). Header-credential auth, Codex/Claude Code/Cursor.",
    "EchoTik CLI (npm echotik-cli) and official API Skills for Codex/Claude Code (GitHub EchoSell/echotik-api-skills).",
    "In-product EchoTik Agent at /ai with skills and prompt presets (launched 2026-04 per log; new to our notes).",
    "API page headline now says \"track trends up to 1,000 days back\" (older \"24-month historical data\" string still present).",
    "Upgrade log 2026-09-16 adds Content Inspiration and Daily Sales Trends; 2026-08 adds Sales Analysis by channel and Review List; 2026-07 adds Trending Hashtags/Music/Keywords rankings.",
    "Web plan prices, 7-day refund, 30/90-day history and contact-export rules are unchanged."
   ]
  }
 }
}