AI Visibility Lab is a free GEO and AEO toolkit that checks whether AI answer engines can crawl, understand, cite, and recommend your website. It audits crawler access, robots.txt, sitemap.xml, llms.txt, schema, answer extractability, citation readiness, freshness signals, and gives a 100-point score with practical optimization suggestions.
Best For
Teams & solo builders
Key Pros & Cons
Watch Out For
- Low community score (6/100) — smaller support network
Market Momentum
20
—
24h
—
7d
—
30d
14-day heat score history
Creator Buzz51
Search Interest5
Community Activity6
Growth Momentum
Abandonment & Maintenance Risk
Low Risk
Trend phase—
30-day score change— pts
Listed on HookFlowNew this month
Discontinued flag✓ No
Risk Factors
- No major abandonment signals detected
Data Lock-In Index
100
/ 100 (lower = more open)
○ Webhooks Out○ Bulk Export○ Open Formats
Snapshot Disclaimer: All scores, rankings, and metrics in this report reflect data as of July 3, 2026. Heat scores, community activity, and market momentum are recalculated daily — figures shown here represent a point-in-time snapshot and may differ from current values on HookFlow.ai.
HookFlow.ai Infrastructure Report — July 3, 2026hookflow.ai