Looper

Notable signal

If Grok Bot supported team collaboration and was Open Source

Launched 19d ago

Signal

Velocity

What this means

7.4×Growing 7.4× faster than the typical AI Agents launch.

Compared to 226 AI Agents launches at the same age.

37%Mid-tier finish likely.

Projecting attention of 93 by end of day-1.

Rising steadily

Steady upward velocity sustained.

+54%Launching in a 54% WoW growing category.

Task Management had 37 launches this week vs 24 last.

16Founder Conviction Index: 16 — low signal.

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

8.6×Founder historically performs 8.6× the median launch we track.

Best prior launch: GoodSocials, attention 135.

Prediction

Top-5 finish probability

37%

today

Projected end-of-day votes

93range 70–126

Trajectory

rising

Steady upward velocity sustained.

Speed vs peers

7.4×

226 AI Agents launches

About

An AI hire for one number you care about. It works daily in Gmail, GitHub, Search Console and the rest, asks your team before anything goes out, and gets a 1:1 every two weeks to improve. Open source. Runs free on the ChatGPT or Grok plan you already pay for.

AI Summary

Looper is an open-source AI tool designed to enhance productivity by integrating with platforms like Gmail and GitHub, focusing on a single key business metric. It facilitates team collaboration by seeking input before actions are taken and includes regular performance reviews for continuous improvement.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement25

Discussion per unit of attention

Signal sources

2 of 6 active

Launch tracking12 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.