AI Visibility
measured18/100
Emerging · in E-commerce Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals78/100
Solid fundamentals
Avg Prompt Score
16
across 212 prompts
AI Share of Voice
17%
across 212 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in E-commerce Platforms
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 HubSpot Commerce Hub is visible in
2Executive summary
HubSpot is highly likely to be cited by AI engines for evaluation and trust queries because it has very large third-party review footprints (e.g., Gartner Peer Insights and TrustRadius) and strong LinkedIn authority. The biggest remaining risk for AI citation is conversion-stage crawlability/structured-data completeness—specifically ensuring pricing and product pages expose machine-readable pricing/offer details and SoftwareApplication/FAQPage schema consistently across key product URLs.
Based on audit of hubspot.com · Oct 18, 2026