AI Perspective
Quiet signalSee what AI models understand about your website
Launched 11d ago
Signal
17
Velocity
0
What this means
+38%Launching in a 38% WoW growing category.
SEO had 55 launches this week vs 40 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
4%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.7×
58 Marketing launches
About
AI Perspective runs three separate tests: what a named model (Claude, GPT or Gemini) can establish from your real pages, with each finding checked against your text; whether AI fetch tools can read your URLs; and whether AI search mentions your brand.
AI Summary
AI Perspective evaluates how AI models interpret your website by conducting tests on model comprehension, URL readability, and brand mentions in AI search results. It provides insights into the effectiveness of your content and SEO strategies.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
2 of 6 active- Launch tracking4 readings since we picked it up
- AI analysisMarketing
- 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.