TheVibeSecurity

Quiet signal

Find the security holes in your AI-built app

Launched 1mo ago

Signal

Velocity

What this means

-33%Category cooling: Vibe coding.

Launches down 33% week-over-week.

20Founder Conviction Index: 20 — 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

2range 2–3

Trajectory

stable

Not enough snapshots yet to detect trajectory.

About

AI tools let you ship an app in a day. They also ship leaked API keys, Supabase tables anyone can read, and publicenv files, and nothing looks broken. Paste your link and TheVibeSecurity scans your live app the way an attacker would: 43 read-only checks, no code access. Every issue comes with a fix prompt for Lovable, Bolt or Cursor. Connect GitHub and we open the fix pull request. Plus SEO, AEO and GEO scores. Free plan, no card.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement—

not measured

Signal sources

1 of 6 active

Launch tracking2 readings since we picked it up
AI analysisnot yet enriched
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.