TikTok Trending Scout
Pricing
Pay per usage
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TikTok Trending Scout
Scrapes TikTok trending content and finds common interests, hashtags, sounds, and topics. Uses Playwright for JS rendering.
Pricing
Pay per usage
Rating
0.0
(0)
Developer
Huy Tran
Maintained by CommunityActor stats
0
Bookmarked
2
Total users
1
Monthly active users
2 months ago
Last modified
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Scrapes TikTok trending content and finds common interests, hashtags, sounds, and topics.
What it extracts
| Field | Description |
|---|---|
interests.top_interests | Interest clusters ranked by frequency |
interests.top_hashtags | Most-used hashtags across trending videos |
interests.top_sounds | Most-used sounds/tracks |
interests.top_accounts | Most-repeated creators |
ai_insights | Deep analysis: clusters, trends, demographics (if AI enabled) |
Input
{"region": "US","category": "recommend","count": 20,"extractHashtags": true,"extractSounds": true,"extractAccounts": true,"useAiInsights": false}
Output
Each run produces:
- N video records — individual video data (url, description, likes, comments, hashtags, sound, author)
- 1 summary record — aggregate stats, interest clusters, top hashtags/sounds/accounts
AI Interest Analysis
Enable useAiInsights: true + provide your OpenAI API key to get:
- Interest clusters (grouped themes)
- Emerging trends
- Audience demographics
- Content patterns that perform well
- Hashtag recommendations
Notes
- Uses Playwright (headless Chrome) to render TikTok's JS-heavy pages
- TikTok has bot detection — may need retries or proxy for high-volume runs
- More videos = slower but deeper interest coverage