building in public

An AI content engine for activity-partner apps.

REEL — Research · Engineer · Engage · Learn

It mines what's working, understands it, and builds short videos around one idea — showing up with people who actually do. Two brands run as an A/B test on the same engine.

30videos made

5,554posts mined

631speech passages indexed

2brands (A/B)

Our best work so far

Picked from real signal — what's resonated + the quality rubric. see how we judge →

The magic was never the workout

Our footage + real voiceover, dead-on the wedge. Postable.

Keep going

The semantic-clip engine's flagship — real voice, cinematic.

Showing up is the whole secret

The core theme, punchy. A liked favorite.

How it works

Mine → understand → generate → (next) post → learn.

Mine5.5k real performers + a speech corpus

Understandtranscribe + semantic search for the right line

Generatevoice, captions, b-roll, kinetic — local

Publishqueue + schedule (poster: next)

Learnreal metrics → make more of what wins