Scrape Creators
A data provider that supplies social media scraping APIs, including TikTok trends.
- 1Pull trending topicsKeywords and hashtags via ScrapeCreators
- 2Transcribe 1M+ view videosGemini writes transcript and summary
- 3Store as local textEvery video above a million views
- 4Creator asks in DiscordRequests scripts and ideas daily
- 5Agent writes new scriptPattern matches winners, fits the trend
From Dillion Verma's script agent on OpenClaw
What was said about Scrape Creators
Scrape Creators feeds TikTok trend data into a script-writing agent. Dillion Verma's agent pulls trending TikTok keywords and hashtags through ScrapeCreators, then fits those trends, such as the Olympics, to creator scripts. The agent also holds transcripts and summaries of every video above a million views.
The agent runs on OpenClaw in a Discord, and many creators use it daily. Videos are downloaded, run through Gemini for a transcript and summary, and stored as text locally. Creators ask it for scripts and ideas, and it pattern matches on what worked: "it just knows the ones which work. And then it's sort of like pattern matches and makes a new script".
Hashtags reveal trends but do not make a video go viral. Trending keywords and hashtags tell you what topics are moving, which helps a script fit the moment. They are a signal for choosing topics, not a driver of virality.
The trend data complements the pattern matching on past million-view videos rather than replacing it.
0 to $300k/mo in 45 days with my ai app (just copy me)
Supplies trending TikTok keywords and hashtags so scripts can fit trends such as the Olympics. Hashtags reveal trends but do not drive virality.
Scrape Creators feeds TikTok trend data into a script-writing agent. Dillion Verma's agent pulls trending TikTok keywords and hashtags through ScrapeCreators, then fits those trends, such as the Olympics, to creator scripts. The agent also holds transcripts and summaries of every video above a million views.
The agent runs on OpenClaw in a Discord, and many creators use it daily. Videos are downloaded, run through Gemini for a transcript and summary, and stored as text locally. Creators ask it for scripts and ideas, and it pattern matches on what worked: "it just knows the ones which work. And then it's sort of like pattern matches and makes a new script".
Hashtags reveal trends but do not make a video go viral. Trending keywords and hashtags tell you what topics are moving, which helps a script fit the moment. They are a signal for choosing topics, not a driver of virality.
The trend data complements the pattern matching on past million-view videos rather than replacing it.
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