AI Visibility
measured18/100
Emerging · in E-commerce Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
6
across 320 prompts
AI Share of Voice
6%
across 320 prompts
Critical Issues
5
critical + high
Shortlist Position
0/80
Not Visible · Ecommerce Platforms Discovery
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 Sana Commerce Cloud is visible in
2Your visibility gap
Sana Commerce Cloud surfaces in 0/80 Ecommerce Platforms discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
Sana Commerce is strongly cited for B2B digital commerce evaluation because it has active G2 presence (124 reviews, 4.4/5) and is included on Gartner Peer Insights (4.4/5 across 93 ratings) plus Gartner Magic Quadrant inclusion. The biggest AI citation risk is discovery-stage shortlist queries (e.g., “best e-commerce platform software for startups” and “e-commerce platforms for subscription-based services”) where Sana Commerce is not consistently surfaced—fix this by publishing first-party, crawlable use-case pages that explicitly match those query intents (startups, subscriptions, B2B sales, digital products) and linking them from the main category hub.
Based on audit of sana-commerce.com · Aug 30, 2026