AI Visibility
measured28/100
Emerging · in Commerce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
8
across 414 prompts
AI Share of Voice
8%
across 414 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Commerce
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.
Kameleoon is a B2B experimentation/personalization SaaS with strong AI-citation foundations from G2 and TrustRadius (G2 shows 137 reviews; TrustRadius shows 101 reviews). The biggest AI citation risk is conversion-stage evaluation queries that require crawlable, structured pricing and product schema—your pricing exists (e.g., /plans) but there’s no evidence from search that it’s exposed in a way AI engines can reliably extract (e.g., SoftwareApplication/Product+Offer/FAQPage/AggregateRating). Highest-ROI fix: ensure pricing is fully crawlable/SSR with explicit tiers/prices and add/verify SoftwareApplication + Product/Offer + FAQPage structured data across plans and evaluation pages.
Based on audit of kameleoon.com · Jun 9, 2026