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Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
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  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
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17,045 products · 82,562 snapshots
AI Search Vitals

AI Search Vitals

Early signal

Track how ChatGPT, Claude & Gemini cite your brand

Launched 1mo ago
Signal
36
Velocity
51

What this means

+38%Launching in a 38% WoW growing category.
SEO had 55 launches this week vs 40 last.

Prediction

Top-5 finish probability
26%
today
Projected end-of-day votes
8range 6–11
Trajectory
stable
Vote pace holding steady.
Speed vs peers
1.1×
9 Other launches

About

Most AI visibility tools give one opaque score. AI Search Vitals keeps the evidence instead: it runs your buyer prompts across ChatGPT, Claude, Gemini and DeepSeek, then stores the model, market, run time and every citation. - Mention rate, position, citation rate per channel - Share of voice vs up to 20 competitors - Raw answers with sources kept per observation - GEO audits: crawlability, content, AI Query Expansion - Scheduled runs, history, CSV export Observations, not official rankings.

AI Summary

AI Search Vitals tracks brand citations across AI models like ChatGPT, Claude, and Gemini, providing detailed analytics on mention rates, positions, and citation rates. It offers features such as competitor analysis, GEO audits, and the ability to export data in CSV format.

Attention & discussion velocity

Performance

Velocity51
Vote pace vs average
Momentum51
Sustained over 6h
Virality48
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking4 readings since we picked it up
  • AI analysisOther
  • 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

jiyu deng
@jiyu_deng
rep 16
jiyu deng
@jiyu_deng · hunter

Topics

AnalyticsSEOArtificial Intelligence