gtm-api.com

Notable signal

Give Claude & ChatGPT the keys to your LinkedIn. Free.

Launched 13h ago

Signal

Velocity

What this means

83%Unusually high discussion quality.

Far more discussion than the attention would predict — buying intent or strong opinion behind it.

+100%Launching in a 100% WoW growing category.

Marketing had 138 launches this week vs 0 last.

12Founder Conviction Index: 12 — low signal.

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

Prediction

Top-5 finish probability

15%

today

Projected end-of-day votes

33range 25–45

Trajectory

stable

Vote pace holding steady.

About

The safest cloud LinkedIn engine for agents. One MCP URL for Claude, ChatGPT. Free plan. Three things break when an agent touches LinkedIn: it oversteps limits and gets banned, it burns tokens clicking the UI, and it can't go multi-account. We fix all three. Smart Limits on 6 live signals cap each account, proven on 20,000+. Inbox, invites, Sales Navigator, posts, comments: one fast, safe request per action. Built for automation tools that run thousands of profiles, open to anyone with one.

AI Summary

Gtm-api.com provides a cloud-based LinkedIn engine designed for automation, allowing tools like Claude and ChatGPT to manage multiple accounts without risking bans or excessive token usage. It offers a free plan with features that include Smart Limits to optimize account actions across inbox, invites, and posts.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum6

Sustained over 6h

Virality0

Spread × engagement

Engagement100

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.

InvestigateRanks high on little evidence. Worth a look, but verify before committing.

175/8

Timeliness5%100

carried 7%

Trend20%50

carried 27%

Business15%48

carried 20%

Novelty15%23

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 analysisWorkflow / Automation
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring23% 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.