AI Visibility
measured46/100
Frequently Cited · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals10/100
Weak fundamentals
Avg Prompt Score
47
across 548 prompts
AI Share of Voice
47%
across 548 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Data & Analytics
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 Atlan is visible in
3Executive summary
Atlan is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review/analyst signals (e.g., G2 reviews and Gartner recognition) and substantial first-party product/category content. The biggest citation risk is conversion-stage and structured extraction: pricing is not publicly crawlable (redirects to a “talk to sales” form), and there’s no evidence of SoftwareApplication/FAQPage schema that AI Overviews can reliably use for “pricing” and “vs” answers.
Based on audit of atlan.com · Jun 5, 2026