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      "text": "She’s a beaut 💯"
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      "text": "The new addition to our gozney oven family at the fiery fox 🔥🍕"
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   "href": "https://www.tiktok.com/@gozney/video/7624146177402932502",
   "creator": "gozney",
   "verified": null,
   "caption": "A classic baked in a classic. Margherita in Arc Lite. #cookdifferent #gozney #outdoorcooking",
   "views": 14100,
   "likes": 216,
   "saves": 18,
   "comments": 6,
   "posted": "2026-04-02T13:01:07Z",
   "retrievedOn": "2026-10-10",
   "imgWidth": 360,
   "imgHeight": 640,
   "path": "/graphics/alt-bright-data/v-7624146177402932502.webp"
  },
  {
   "id": "7689040173463604502",
   "href": "https://www.tiktok.com/@gozney/video/7689040173463604502",
   "creator": "gozney",
   "verified": null,
   "caption": "Unboxing our most lightweight oven yet. Made for any space, Arc Lite redefines what compact live fire can do. Transforming every cook into an experience worth sharing.  #gozney #cookdifferent #pizzaov",
   "views": 5194,
   "likes": 116,
   "saves": 10,
   "comments": 12,
   "posted": "2026-09-29T11:00:00Z",
   "retrievedOn": "2026-10-10",
   "imgWidth": 360,
   "imgHeight": 640,
   "path": "/graphics/alt-bright-data/v-7689040173463604502.webp"
  }
 ],
 "competitorFacts": [
  {
   "vendor": "Bright Data",
   "fact": "TikTok tools in its MCP server",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "web_data_tiktok_profiles: TikTok profile URL, Profile data; web_data_tiktok_posts: TikTok post URL, Post data; web_data_tiktok_shop: TikTok Shop product URL, Product data; web_data_tiktok_comments: TikTok video URL, Comments"
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok tool coverage summary",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "TikTok | profiles, posts, shop, comments (4 tools)"
  },
  {
   "vendor": "Bright Data",
   "fact": "How web_data tools run (source code, package version 2.12.0)",
   "url": "https://github.com/brightdata/brightdata-mcp/blob/main/server.js",
   "checkedOn": "2026-10-10",
   "quote": "url: 'https://api.brightdata.com/datasets/v3/trigger' ... triggered collection with snapshot ID ... Polling for data (attempt ... await new Promise(resolve=>setTimeout(resolve, 1000)) ... Timeout after ${max_attempts} seconds waiting for data"
  },
  {
   "vendor": "Bright Data",
   "fact": "Polling timeout setting",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "POLLING_TIMEOUT | Timeout for web_data_* tools polling (seconds). Each second = 1 polling attempt | 600"
  },
  {
   "vendor": "Bright Data",
   "fact": "Rate limit setting",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "RATE_LIMIT | Custom rate limiting | unlimited | 100/1h, 50/30m"
  },
  {
   "vendor": "Bright Data",
   "fact": "Tool descriptions mention cache",
   "url": "https://github.com/brightdata/brightdata-mcp/blob/main/server.js",
   "checkedOn": "2026-10-10",
   "quote": "Quickly read structured Tiktok profiles data. Requires a valid Tiktok profile URL. This can be a cache lookup, so it can be more reliable than scraping"
  },
  {
   "vendor": "Bright Data",
   "fact": "README guidance on web_data tools",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "use the matching web_data_* tool — returns clean JSON, faster and more reliable than scraping the same page"
  },
  {
   "vendor": "Bright Data",
   "fact": "run_scraper wait",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "run_scraper | Run a scraper method. Waits up to 45 seconds; if still running, returns a snapshot_id to check later"
  },
  {
   "vendor": "Bright Data",
   "fact": "Pre-built scrapers",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "Web Scraper API — search and run any of 1,200+ pre-built scrapers (reviews, profiles, products, jobs, listings) from one set of tools"
  },
  {
   "vendor": "Bright Data",
   "fact": "Total MCP tools",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "Tools Reference (75 Tools)"
  },
  {
   "vendor": "Bright Data",
   "fact": "Free tier",
   "url": "https://github.com/brightdata/brightdata-mcp",
   "checkedOn": "2026-10-10",
   "quote": "Free tier: 5,000 requests per month. No credit card required. Renews monthly."
  },
  {
   "vendor": "Bright Data",
   "fact": "Async job duration",
   "url": "https://docs.brightdata.com/products/scrapers/scrapers-library/async-requests",
   "checkedOn": "2026-10-10",
   "quote": "Poll the snapshot status until it shows ready, and stop if it shows failed or canceled. This takes 30 seconds to several minutes depending on the number of URLs."
  },
  {
   "vendor": "Bright Data",
   "fact": "Sync request timeout",
   "url": "https://docs.brightdata.com/api-reference/scrapers/synchronous-requests",
   "checkedOn": "2026-10-10",
   "quote": "Please note that this synchronous request is subject to a 1 minute timeout limit. If the data retrieval process exceeds this limit, the API will return an HTTP 202 response"
  },
  {
   "vendor": "Bright Data",
   "fact": "Response time",
   "url": "https://docs.brightdata.com/products/scrapers/scrapers-library/faqs",
   "checkedOn": "2026-10-10",
   "quote": "Response time depends on the target site and the scraper's workload, and Bright Data does not publish a fixed figure. Collect scrapers with a few URLs usually return within the 1-minute synchronous window."
  },
  {
   "vendor": "Bright Data",
   "fact": "Billing of failed inputs",
   "url": "https://docs.brightdata.com/products/scrapers/scrapers-library/faqs",
   "checkedOn": "2026-10-10",
   "quote": "Per delivered record. Records that fail because the input was incorrect are still billed, because the request consumed resources."
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok data types",
   "url": "https://docs.brightdata.com/products/scrapers/tiktok/introduction",
   "checkedOn": "2026-10-10",
   "quote": "Profiles ... Posts ... TikTok Shop ... Comments ... Posts by Profile Fast API; Posts: Discover posts by keyword or profile URL."
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok request methods",
   "url": "https://docs.brightdata.com/products/scrapers/tiktok/introduction",
   "checkedOn": "2026-10-10",
   "quote": "Synchronous | /scrape | Real-time lookups, up to 20 URLs; Asynchronous | /trigger | Batch jobs, 20 or more URLs, production pipelines"
  },
  {
   "vendor": "Bright Data",
   "fact": "Rapid and Pro modes",
   "url": "https://docs.brightdata.com/products/mcp-server/tools",
   "checkedOn": "2026-10-10",
   "quote": "Rapid (Free) - Quickly scrape search results and unlock any public webpage as clean Markdown. Pro - Access advanced scraping, structured data from top platforms (Amazon, LinkedIn, X, Instagram, etc.), and full browser automation."
  },
  {
   "vendor": "Bright Data",
   "fact": "Enabling Pro mode",
   "url": "https://docs.brightdata.com/products/mcp-server/tools",
   "checkedOn": "2026-10-10",
   "quote": "In Remote MCP, request Pro features by setting &pro=1. In Local MCP, enable Pro features with PRO_MODE=true. Rapid (Free) mode is enabled by default"
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok tools marked Pro, social group",
   "url": "https://docs.brightdata.com/products/mcp-server/tools",
   "checkedOn": "2026-10-10",
   "quote": "web_data_tiktok_profiles | Quickly read structured TikTok profile data. Requires a valid TikTok profile URL. Often faster and more reliable than scraping. | social"
  },
  {
   "vendor": "Bright Data",
   "fact": "MCP free requests",
   "url": "https://docs.brightdata.com/mcp-server/overview",
   "checkedOn": "2026-10-10",
   "quote": "Every new account includes 5,000 free requests per month."
  },
  {
   "vendor": "Bright Data",
   "fact": "MCP server pricing",
   "url": "https://brightdata.com/pricing/mcp-server",
   "checkedOn": "2026-10-10",
   "quote": "Free Tier 5K requests; Pay as you go $1.5/1K requests, Managed stealth browsers - $8/GB; Scale $499 /month, 383K results included; Enterprise Custom"
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok MCP page modes",
   "url": "https://brightdata.com/ai/mcp-server/tiktok",
   "checkedOn": "2026-10-10",
   "quote": "Pro mode unlocks premium capabilities for TikTok, including deep structured data extraction"
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok MCP page free tier",
   "url": "https://brightdata.com/ai/mcp-server/tiktok",
   "checkedOn": "2026-10-10",
   "quote": "Yes! We offer a generous free tier that includes 5,000 requests per month."
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok scraper pricing",
   "url": "https://brightdata.com/products/web-scraper/tiktok",
   "checkedOn": "2026-10-10",
   "quote": "Pay as you go: $1.5/1K record, Pay only for success; Scale: $499 /month, 384,000 records included, $1.3/1K additional records"
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok scraper free records",
   "url": "https://brightdata.com/products/web-scraper/tiktok",
   "checkedOn": "2026-10-10",
   "quote": "5K free records/month · Credit card not required"
  },
  {
   "vendor": "Bright Data",
   "fact": "TikTok scraper batch size and delivery",
   "url": "https://brightdata.com/products/web-scraper/tiktok",
   "checkedOn": "2026-10-10",
   "quote": "One API call with up to 5,000 target URLs. Receive clean, parsed TikTok data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage."
  },
  {
   "vendor": "Bright Data",
   "fact": "Proxy network",
   "url": "https://brightdata.com/",
   "checkedOn": "2026-10-10",
   "quote": "400M+ proxy IPs from 195 countries"
  },
  {
   "vendor": "Bright Data",
   "fact": "Customers",
   "url": "https://brightdata.com/",
   "checkedOn": "2026-10-10",
   "quote": "Trusted by 50,000+ customers worldwide"
  },
  {
   "vendor": "Apify",
   "fact": "Plans",
   "url": "https://apify.com/pricing",
   "checkedOn": "2026-10-10",
   "quote": "Free $0, Included usage / month $5; Starter $19; Scale $199; Business $999; No credit card is required."
  },
  {
   "vendor": "Apify",
   "fact": "TikTok Scraper price and users",
   "url": "https://apify.com/clockworks/tiktok-scraper",
   "checkedOn": "2026-10-10",
   "quote": "from $1.70 / 1,000 results; 27,462 monthly users"
  },
  {
   "vendor": "Apify",
   "fact": "MCP server",
   "url": "https://docs.apify.com/platform/integrations/mcp",
   "checkedOn": "2026-10-10",
   "quote": "https://mcp.apify.com; Streamable HTTP with OAuth (recommended); search-actors, fetch-actor-details, call-actor"
  },
  {
   "vendor": "Apify",
   "fact": "TikTok Shop Actors in its Store",
   "url": "https://api.apify.com/v2/store?search=tiktok%20shop",
   "checkedOn": "2026-10-10",
   "quote": "total 1112; Tiktok Shop Search Scraper ✅ (pratikdani); TikTok Shop Scraper [NO COOKIES] ✅ (unseenuser); TikTok Shop Product Scraper (Mobile API) (cunning_soil); community-published Actors"
  },
  {
   "vendor": "HasData",
   "fact": "Plans",
   "url": "https://hasdata.com/prices",
   "checkedOn": "2026-10-10",
   "quote": "Free $0 /mo, 1K credits / mo; Startup $49 /mo, 200K credits / mo; Basic $99 /mo, 1M credits / mo; Growth $208 /mo, 3M credits / mo"
  },
  {
   "vendor": "HasData",
   "fact": "MCP server and TikTok tools",
   "url": "https://docs.hasdata.com/mcp-server",
   "checkedOn": "2026-10-10",
   "quote": "https://mcp.hasdata.com/mcp; exposes all 57 HasData APIs as tools; tiktok_comments, tiktok_posts, tiktok_profile, tiktok_search"
  },
  {
   "vendor": "Scrape Creators",
   "fact": "Plans",
   "url": "https://scrapecreators.com/",
   "checkedOn": "2026-10-10",
   "quote": "Free $0, 100 credits; Freelance $47, pay as you go, 25,000 credits; Business $497, pay as you go, 500,000 credits; Enterprise Custom, 1M+ credits"
  },
  {
   "vendor": "Scrape Creators",
   "fact": "Credits and MCP",
   "url": "https://scrapecreators.com/",
   "checkedOn": "2026-10-10",
   "quote": "Credits never expire; One config block. Claude, Cursor, or any MCP client gets every Scrape Creators endpoint as a first-class tool."
  },
  {
   "vendor": "Scrape Creators",
   "fact": "TikTok endpoints",
   "url": "https://docs.scrapecreators.com/",
   "checkedOn": "2026-10-10",
   "quote": "Profile, User's Audience Demographics, Profile Videos, Video Info, Transcript, Comments, Search by Keyword, Top Search, Search Suggestions; TikTok Shop: Shop Search, Product Details, Product Reviews"
  },
  {
   "vendor": "EnsembleData",
   "fact": "Plans",
   "url": "https://ensembledata.com/pricing",
   "checkedOn": "2026-10-10",
   "quote": "Free Trial 50 units / day, $0 / month; Wood 1,500 units / day, $100 / month; Bronze 5,000 units / day, $200 / month"
  },
  {
   "vendor": "EnsembleData",
   "fact": "Free start and platforms",
   "url": "https://ensembledata.com/pricing",
   "checkedOn": "2026-10-10",
   "quote": "Scrape data for free (no card required); Tiktok, Instagram, Youtube, Threads, Reddit, Twitch, Twitter, Snapchat"
  },
  {
   "vendor": "EnsembleData",
   "fact": "TikTok endpoints and SDK",
   "url": "https://ensembledata.com/tiktok-api",
   "checkedOn": "2026-10-10",
   "quote": "User Analytics, User Posts, Post Details, Post Comments, Music Trends, Keyword Search, Hashtag Search, Follower Analytics, Following List; Get started with our Python SDK; MCP not mentioned on the page"
  },
  {
   "vendor": "TokConnect",
   "fact": "Plans",
   "url": "https://tokconnect.com/pricing/",
   "checkedOn": "2026-10-10",
   "quote": "Free 50 credits, no card; Starter $49 / 500 credits; Growth $99 / 2,000; Pro $199 / 8,000 a month. Failed calls are not charged."
  }
 ],
 "timing": {
  "method": "Each call timed with time.perf_counter() around one MCP tools/call request from scripts/mcp_client.py to the TokConnect MCP server, about 2 seconds apart, on 10 October 2026. Wall-clock seconds include the network round trip.",
  "callsLogged": 10,
  "clientArgumentErrors": 0,
  "clientArgumentErrorNote": "Rejected locally by schema validation before any TikTok request (wrong argument type on our side, e.g. days passed as a number), then re-sent correctly. Excluded from latency and success rate.",
  "callsReachingServer": 10,
  "succeeded": 10,
  "failed": 0,
  "successRatePct": 100.0,
  "medianSeconds": 1.04,
  "minSeconds": 0.34,
  "maxSeconds": 5.65,
  "totalSeconds": 16.8,
  "perTool": {
   "user_profile": {
    "calls": 1,
    "seconds": [
     1.35
    ]
   },
   "creator_posts": {
    "calls": 1,
    "seconds": [
     2.081
    ]
   },
   "video_comments": {
    "calls": 2,
    "seconds": [
     0.583,
     0.644
    ]
   },
   "search_topics": {
    "calls": 2,
    "seconds": [
     1.544,
     0.731
    ]
   },
   "search_popularity": {
    "calls": 1,
    "seconds": [
     0.387
    ]
   },
   "audience_demographics": {
    "calls": 1,
    "seconds": [
     0.344
    ]
   },
   "search_shop_products": {
    "calls": 1,
    "seconds": [
     3.463
    ]
   },
   "search_videos": {
    "calls": 1,
    "seconds": [
     5.646
    ]
   }
  },
  "notTimed": "Cover images were fetched afterwards with scripts/thumbs.py (one video_detail call each); those calls are not part of this timing sample."
 },
 "summary": {
  "sampleNiche": "outdoor pizza ovens; brand Gozney (@gozney)",
  "profile": {
   "handle": "gozney",
   "followers": 66941,
   "likes": 1720563,
   "videos": 762
  },
  "recentPosts": {
   "pulled": 20,
   "from": "2026-07-21",
   "to": "2026-10-09",
   "medianViews": 2873.0,
   "maxViews": 9526
  },
  "brandSearch": {
   "phrase": "gozney arc lite",
   "searches7d": 50174
  },
  "searchVideosGozneyArcLite": {
   "returned": 20,
   "fromGozney": 7,
   "fromOtherCreators": 13,
   "viewsGozney": 186207,
   "viewsOtherCreators": 120472,
   "topBrandVideo": {
    "id": "7608513258382806294",
    "views": 83100,
    "saves": 201,
    "posted": "2026-02-19"
   }
  },
  "outdoorTypedSearchesCited": [
   {
    "phrase": "wood fire pizza oven",
    "searches7d": 291270,
    "videos": 667
   },
   {
    "phrase": "Diy pizza oven",
    "searches7d": 284157,
    "videos": 491
   },
   {
    "phrase": "brick oven pizza at home",
    "searches7d": 268073,
    "videos": 418
   },
   {
    "phrase": "diy pizza oven outdoor build",
    "searches7d": 232523,
    "videos": 0
   },
   {
    "phrase": "home pizza oven",
    "searches7d": 211694,
    "videos": 0
   },
   {
    "phrase": "solo pizza oven",
    "searches7d": 129661,
    "videos": 449
   }
  ],
  "excludedTopics": {
   "ryan hall pizza": "label rule",
   "pizza geat": "off-topic",
   "best home oven pizza setup": "identical value every day, left out",
   "best pizza ovens for outdoors": "single-day spike, left out"
  },
  "diyOutdoorBuild": {
   "queryId": "7580260226402615352",
   "searches7d": 232523,
   "trend7dFirst": 3300,
   "trend7dLast": 232523,
   "popularityPeak180d": {
    "date": "2026-06-02",
    "popularity": 294207
   },
   "demographics30d": {
    "age25to34Pct": 37.0,
    "age35plusPct": 34.8,
    "usPct": 100.0
   }
  },
  "commentsArcLiteUnboxing": {
   "aweme_id": "7689040173463604502",
   "returned": 7,
   "examples": [
    "Arc or Thread?",
    "How much?"
   ]
  },
  "shop": {
   "keyword": "outdoor pizza oven",
   "listings": 30,
   "topSold": {
    "title": "BIG HORN Lightweight 2-in-1 Compact Outdoor Pizza Oven",
    "price": 169.99,
    "sold": 1544,
    "rating": 4.7,
    "reviews": 94
   }
  },
  "timingHeadline": {
   "calls": 10,
   "succeeded": 10,
   "medianSeconds": 1.04,
   "maxSeconds": 5.65
  }
 }
}