AI Visibility
measured38/100
Emerging · in API Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals4/100
Weak fundamentals
Avg Prompt Score
7
across 304 prompts
AI Share of Voice
7%
across 304 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in API Management
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.
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.
Moesif is a B2B API analytics + monetization SaaS with meaningful AI-citation inputs from G2 (32 reviews, 4.5/5) and first-party evaluation content (multiple “Moesif vs …” comparison pages). The biggest AI citation risk is conversion-stage crawlability/structured-data gaps: pricing is accessible, but there’s no evidence (from live search) of SoftwareApplication/FAQPage/aggregateRating structured data, which reduces eligibility for Google AI Overviews and other rich citations.
Based on audit of moesif.com · Oct 2, 2026