GTM Sauce

Runify · B2C · ranked running app

Build a tool that turns one video template into thousands of versions

10,000 variations in a minute; fed ~5M views in month one

Workedorganic-short-video

What they did

CTO built an internal tool in one day that generated ~10,000 versions of the rank-image video in about a minute, varying the times per medal/rank and the caption. Captions were written with GPT in a casual, humorous style with emojis; a few captions kept performing and were reused.

What happened

Enabled 9 posts/day; ~5M views in the first month.
Stage
Pre-launch (pre-launch through launch)
30:24
“my um CTO in like 1 day just like built an internal tool where we could generate like 10,000 of these videos in like 1 minute.”
Caleb Dean
31:01
“We we found that there was definitely like a couple captions which continued to perform.”
Caleb Dean

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