AI Visibility
measured18/100
Emerging · in E-commerce Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals30/100
Weak fundamentals
Avg Prompt Score
4
across 293 prompts
AI Share of Voice
4%
across 293 prompts
Critical Issues
5
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 ecomdash is visible in
2Executive summary
ecomdash.com is a B2B multichannel inventory/order management SaaS, but its homepage is effectively gated behind login (redirects to app.ecomdash.com), which severely limits AI crawler access to evaluation and pricing content. The highest-ROI fix is to publish/SSR a crawlable evaluation hub (what it is, who it’s for, integrations, and pricing tiers) on ecomdash.com so AI engines can cite it for evaluation-stage queries like “ecomdash pricing” and “ecomdash integrations”.
Based on audit of ecomdash.com · Oct 7, 2026