AI Visibility
measured35/100
Emerging · in Knowledge Base
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
100
across 95 prompts
AI Share of Voice
100%
across 95 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Knowledge Base
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 Mintlify is visible in
1Executive summary
Mintlify is already well-positioned for AI citation in evaluation-stage queries because it has a strong G2 presence (4.6/5 with ~20 reviews) and appears on Gartner Peer Insights (4.5 with 2 ratings). The biggest risk pattern is conversion-stage “Mintlify pricing / cost” and evaluation-stage “Mintlify vs competitor” where AI needs crawlable first-party pricing/comparison content and robust structured data; the single highest-ROI fix is to ensure first-party pricing + comparison pages are fully crawlable/SSR and backed by SoftwareApplication/FAQPage schema.
Based on audit of mintlify.com · Oct 8, 2026