AI Visibility
measured60/100
Frequently Cited · in Wiki & Docs
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
81
across 580 prompts
AI Share of Voice
81%
across 580 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Wiki & Docs
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories Slab is visible in
1Executive summary
slab.com is a B2B knowledge base/wiki SaaS with strong AI-citation inputs from G2 (309 reviews, 4.6/5). The biggest citation risk is evaluation-stage “vs/alternatives” coverage: slab.com has first-party comparison-style pages (e.g., Notion alternatives), but there’s no evidence (from live checks) of SoftwareApplication/FAQPage structured data, which reduces eligibility for Google AI Overviews and other direct-answer surfaces.
Based on audit of slab.com · Sep 13, 2026