AI Visibility Lab
Check if AI answer engines can cite your website
Votes
5
Comments
2
What this means
-71%Category cooling: SEO.
Launches down 71% week-over-week.
5 launchesSerial maker — this is their 5th launch.
Best prior: PaycheckDB Bonus Tax Calculator (5 votes).
Prediction
Top-5 finish probability
13%
today
Projected end-of-day votes
5range 4–7
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.8×
346 comparable launches
About
AI Visibility Lab is a free GEO and AEO toolkit that audits whether ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews can crawl, understand, cite, and recommend your website.
Vote & comment velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Scores
Velocity20.8
Vote pace vs avg
Momentum20.8
Sustained over 6h
Virality39.0
Spread × engagement
Engagement80.0
Comments per vote