Results

Receipts, not promises.

Four launches, and every figure below is on a public platform or in the client's own analytics. Nothing here is self-reported.

AI models

A frontier lab's open-weights model series

2M+Reddit impressions in one week
#1OpenRouter new-model chart
269Upvotes on r/LocalLLaMA
Open source

A backend platform's first public launch

1,000+GitHub stars in a single day
#1Product Hunt, that week
TrendingOn GitHub Daily
Dev tools

A creator-tooling startup

61%Of all organic social traffic
#1Traffic source overall
GA4Verified in the client's own analytics
Smart hardware

An AR glasses maker

0 → 634Subscribers on its own subreddit
UGCThe community now posts without us
0Paid promotion used
The rest

Teams we have launched.

Not every engagement ends in a number we are allowed to print. These are the ones whose names we can.

Ant Digital
Questflow
Insforge
Opencreator
INAIR
memU

Tell us what you're shipping.

We will tell you whether these communities will care. If not, we say so and pass.