{
 "retrievedOn": "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.",
 "competitorFacts": [
  {
   "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": "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": "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": "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": "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": "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": "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": "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": "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": "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": "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": "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": "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": "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": "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": "PiPiADS",
   "row": "mcp_server",
   "value": "yes (live, local npm package, API key)",
   "quote": "Homepage button \"Connect to OpenClaw\" links to a ClawHub skill that installs `[email removed]` from npm and runs it as a local MCP server with PIPIADS_API_KEY. It lists 73 tools: ads, TTS products/shops, Meta Ad Library, rankings, apps, monitors, image search. npm shows v1.0.4 (latest change 16 Oct 2026). Not hosted, no OAuth.",
   "url": "https://clawhub.ai/fanyanggod/skills/pipiads",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "PiPiADS",
   "row": "api",
   "value": "yes",
   "quote": "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 https://www.pipispy.com/ to get your API key and manage billing/recharge\". Prices for API credits not visible without login.",
   "url": "https://www.pipispy.com/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "PiPiADS",
   "row": "ai_agent_skill",
   "value": "yes",
   "quote": "/skills page: \"PIPIADS Skills Directory\", 9 skills in 4 categories, each linking to ClawHub (OpenClaw), e.g. \"TikTok Shop Ad Library Analytics\".",
   "url": "https://www.pipiads.com/skills",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "PiPiADS",
   "row": "chatgpt_claude_oauth_connector",
   "value": "not found",
   "quote": "The only MCP docs (ClawHub skill) show local npm install with API key env var PIPIADS_API_KEY. No ChatGPT/Claude OAuth connector found.",
   "url": "https://clawhub.ai/fanyanggod/skills/pipiads",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "PiPiADS",
   "row": "in_product_chat_assistant",
   "value": "not found",
   "quote": "No chat assistant in the app strings or on marketing pages. AI tools cover video and image translation, text removal and transcripts.",
   "url": "https://www.pipiads.com/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "PiPiADS",
   "row": "markets",
   "value": "Ads: 200 countries; TikTok Shop: country/region filter, list not published",
   "quote": "Ads 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 comparing \"TikTok Shop Market Performance Across Regions\", but no public list of TikTok Shop countries.",
   "url": "https://www.pipiads.com/tiktok-ads-spy",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "PiPiADS",
   "row": "starting_price_monthly",
   "value": "$49/mo (Basic, shown struck from $69)",
   "quote": "Homepage 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 / data\", \"Cost 20 credits / detail\". /pricing is still an empty JS shell. New Q4 banner: 50% off annual plans only.",
   "url": "https://www.pipiads.com/",
   "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": "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": "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": "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": "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": "Trenz",
   "row": "mcp_server",
   "value": "not found",
   "quote": "No MCP server on trenz.ai, the API docs or the help centre. A site-restricted web search returned nothing.",
   "url": "https://openapi-doc.trenz.ai/introduction",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Trenz",
   "row": "api",
   "value": "yes",
   "quote": "\"Trenz Open Platform\": base URL openapi.gateway.trenz.ai, \"Apply for API Key\", Bearer [key] X-API-Key auth, 126 paths covering products, creators, videos, sellers, ads, lives, AI generation, social publishing, DMs, TikTok Ads and GMV Max, and agent chat. Docs last modified July 22, 2026.",
   "url": "https://openapi-doc.trenz.ai/introduction",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Trenz",
   "row": "ai_agent_skill",
   "value": "not found",
   "quote": "No Claude/agent Skill package found. \"Skill\" strings on the site refer to in-app agent task types and credit tiers.",
   "url": "https://www.trenz.ai/",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Trenz",
   "row": "chatgpt_claude_oauth_connector",
   "value": "not found",
   "quote": "No ChatGPT/Claude connector found. The API uses API keys only (Bearer [key] or X-API-Key).",
   "url": "https://openapi-doc.trenz.ai/introduction",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Trenz",
   "row": "in_product_chat_assistant",
   "value": "yes",
   "quote": "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 /open/v1/agent/chat (SSE). iPhone app on the App Store: \"Free · In-App Purchases\".",
   "url": "https://help.trenz.ai/en/ai-agents/ai-agents-complete-guide",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Trenz",
   "row": "markets",
   "value": [
    "us",
    "gb",
    "br",
    "de",
    "es",
    "fr",
    "id",
    "it",
    "jp",
    "mx",
    "my",
    "ph",
    "sg",
    "th",
    "vn"
   ],
   "quote": "The API's required `country` parameter accepts 15 values. The public /rankings page shows United States and United Kingdom items. The homepage claims \"Official TikTok Shop Partner\". How far each country is covered in the web app is not published.",
   "url": "https://openapi-doc.trenz.ai/openapi-spec",
   "checkedOn": "2026-10-20"
  },
  {
   "vendor": "Trenz",
   "row": "starting_price_monthly",
   "value": "$79/mo (Growth); $63/mo billed annually ($756/yr)",
   "quote": "Pricing 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 $756/yr, Pro $199/mo or $1,908/yr, Scale $499/mo or $4,788/yr, extra seat $19/mo. This matches the page's \"Save 20%\" toggle. Credit top-up \"$10 = 100 Credits\".",
   "url": "https://www.trenz.ai/pricing",
   "checkedOn": "2026-10-20"
  }
 ],
 "tokconnectSetup": {
  "serverUrl": "https://mcp.tokconnect.com/mcp",
  "claude": "Customize > Connectors > Add custom connector, paste the URL, sign in with Google, press Allow (see /connect/claude-desktop/)",
  "chatgpt": "Developer mode on, chatgpt.com/plugins > +, paste the URL, sign in, Allow (see /connect/chatgpt/)",
  "claudeCode": "claude mcp add --transport http tokconnect https://mcp.tokconnect.com/mcp, then /mcp > Authenticate"
 },
 "tokconnect": {
  "tools": "32 tools, 129 lookups (tools/list v3.1.0, 21 Oct 2026)",
  "price": "50 free credits, no card; Starter $49/mo for 500 credits, Growth $99 for 2,000, Pro $199 for 8,000; one call = one credit; failed calls 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, API key for other clients, or TokConnect Chat",
  "url": "https://tokconnect.com/pricing/"
 }
}