Wrenchmark

Early signal

Find unused AI seats in ChatGPT, Claude, Copilot and Cursor

Launched 22h ago

Signal

Velocity

What this means

+35%Launching in a 35% WoW growing category.

Finance had 23 launches this week vs 17 last.

18Founder Conviction Index: 18 — low signal.

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

Prediction

Top-5 finish probability

10%

today

Projected end-of-day votes

12range 9–16

Trajectory

stable

Vote pace holding steady.

Speed vs peers

1.4×

7 B2B SaaS launches

About

Wrenchmark connects to ChatGPT, Claude, Copilot, Cursor and Notion AI and shows who uses each paid seat. It flags seats nobody opens, catches people paying for two tools that do one job, and ranks what to cut from your AI spend by annual cost.

AI Summary

Wrenchmark is a SaaS tool that identifies unused AI subscriptions across platforms like ChatGPT, Claude, Copilot, and Cursor. It helps organizations optimize their AI spending by highlighting inactive seats and redundant tools.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum3

Sustained over 6h

Virality0

Spread × engagement

Engagement18

Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

ThinLittle evidence and no strong angle. Nothing to build on yet.

85/8

Timeliness5%100

carried 7%

Trend20%37

carried 27%

Novelty15%31

carried 20%

Business15%4

carried 20%

Story20%0

carried 27%

Not measured · 3 of 8

Revenue10%—

Founder10%—

Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured

Full audit →

Signal sources

3 of 6 active

Launch tracking4 readings since we picked it up
AI analysisB2B SaaS
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring0% evidence coverage

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