AI Visibility
measured31/100
Emerging · in Document Generation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals39/100
Weak fundamentals
Avg Prompt Score
71
across 29 prompts
AI Share of Voice
100%
across 13 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Document Generation
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.
Executive summary
Aisle Planner is a B2B SaaS for event professionals, but AI citation readiness is constrained by thin third-party review/analyst signals (only 21 G2 reviews) and lack of evidence for first-party evaluation assets like SoftwareApplication/FAQPage schema. The single highest-ROI fix is to add/verify SoftwareApplication + FAQPage structured data on key landing/pricing pages and create first-party “[Aisle Planner] vs [Competitor]” evaluation pages that are clearly brand-led and crawlable.
Based on audit of aisleplanner.com · Aug 21, 2026