AI Visibility
measured52/100
Frequently Cited · in E-commerce Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals15/100
Weak fundamentals
Avg Prompt Score
57
across 610 prompts
AI Share of Voice
57%
across 610 prompts
Critical Issues
3
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 commercetools is visible in
2Executive summary
commercetools.com is a B2B headless/composable commerce platform with strong AI-citation foundations (Wikipedia entity + G2 presence + first-party vs-competitor pages + public pricing page). The biggest AI visibility risk is conversion-stage citation: the pricing page is crawlable but appears to end with “Contact us for more information on pricing plans,” which can reduce how often AI engines answer “how much does it cost” with first-party numbers.
Based on audit of commercetools.com · Jun 8, 2026