AI Visibility
measured8/100
Invisible · in Commerce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals9/100
Weak fundamentals
Avg Prompt Score
8
across 170 prompts
AI Share of Voice
8%
across 170 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Commerce
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.
Categories commercebuild is visible in
1Executive summary
commercebuild.com is a B2B eCommerce platform with strong primary review authority on G2 (23 reviews, 4.6★) and multiple first-party comparison assets (e.g., Shopify vs commercebuild). The biggest AI-citation risk is evaluation-stage coverage for the full competitor set (WooCommerce/BigCommerce/NetSuite/Adobe Commerce) plus missing/unclear machine-readable structured data (SoftwareApplication/FAQPage/aggregate rating) and potential crawlability gaps for pricing/structured pages.
Based on audit of commercebuild.com · May 7, 2026