AI Visibility
measured51/100
Frequently Cited · in Answer Engine Optimization (AEO)
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
13
across 325 prompts
AI Share of Voice
13%
across 325 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Answer Engine Optimization (AEO)
Composite = 60% coverage + 40% engine breadth, 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 Otterly.AI is visible in
2Executive summary
Otterly.ai is a B2B SaaS that is already meaningfully cited for evaluation-stage queries via its G2 presence (42 reviews on G2) and publicly crawlable pricing ($29/$189/$489 tiers). The biggest risk for AI citation is conversion-stage “pricing/plan” and evaluation-stage “vs/alternatives” queries where first-party comparison pages and B2B structured data (SoftwareApplication/FAQPage/aggregateRating) appear to be missing or not easily discoverable by crawlers.
Based on audit of otterly.ai · Jun 6, 2026