GTM Sauce

Halo AI · B2C · AI photo editing app

Put an AI bot in Discord that writes scripts from your million-view videos

Creators use it daily for new scripts; no numbers

Workedcreator-opsorganic-short-video

What they did

Downloaded every video with 1M+ views, ran them through Gemini for transcripts and summaries, stored as local text files for an OpenClaw agent in the creator Discord. Creators ask it for new scripts/ideas; it pattern-matches on what worked. Also pulls trending TikTok keywords and hashtags (via Scrape Creators) and fits trends (e.g. the Olympics) into the format.

What happened

Many creators use it every day to generate script ideas.
27:19
“We took all of our videos which had over a million views, we downloaded them, fed them through Gemini to get the transcript and like a general understanding, and stored all the data, I think, in text files locally with OpenClaw.”
Dillion Verma
27:54
“we've also uh hooked up the OpenClaw to TikTok API, so whenever there's a new trend on TikTok, OpenClaw can go hold the API, figure out like what the new trends are”
Dillion Verma

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