Liat.ai

Early signal

Real-Time AI Football Commentary from a single camera feed.

Launched 22d ago

Signal

Velocity

What this means

40%Vote pace is below typical for AI Agents.

Running at 40% of comparable launches.

-33%Category cooling: Football.

Launches down 33% week-over-week.

19Founder Conviction Index: 19 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

today

Projected end-of-day votes

4range 3–5

Trajectory

stable

Vote pace holding steady.

Speed vs peers

0.4×

289 AI Agents launches

About

Many clubs, academies and smaller leagues stream their matches with no commentary. Liat.ai gives those matches live AI football commentary from one camera, in 20+ languages. You can customise the language, excitement, tone, accent, team neutrality, gender and a lot more. It also cuts highlights and posts on socials, and provides live tactical dashboards for the team and the coaching staff. We can also read sponsors or place ad banners on the pitch.

AI Summary

Liat.ai provides real-time AI-generated football commentary from a single camera feed, catering to clubs and leagues that lack live commentary. The platform supports over 20 languages and offers customizable features, including tone and gender, while also generating highlights and tactical dashboards for teams.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement—

not measured

Signal sources

2 of 6 active

Launch tracking9 readings since we picked it up
AI analysisAI Agents
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.