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17,045 products · 82,562 snapshots
Website Auditor 2.0: AI Search

Website Auditor 2.0: AI Search

Quiet signal

See if ChatGPT, Gemini, Claude, Perplexity cite your brand

Launched 1mo ago
Signal
17
Velocity
0

What this means

+42%Launching in a 42% WoW growing category.
Chrome Extensions had 61 launches this week vs 43 last.
14Founder Conviction Index: 14 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
9%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Vote pace holding steady.

About

We’re back with a massive update built for the AI search era! Since our first launch, we've added: • AI Visibility Scoring: Track if ChatGPT, Perplexity, and Claude are actually citing your brand. • Go-To-Market plan: sign up for Pro to get a 90 day plan to become visible • MCP Integration: Built for seamless developer workflows. Try the new tools and let us know what you think!

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 tracking3 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.

Founders

Kevin Armstrong
@kevin_armstrong4
rep 13
Kevin Armstrong
@kevin_armstrong4 · hunter

Topics

MarketingArtificial IntelligenceGitHubChrome ExtensionsSearch