AI Visibility
measured28/100
Emerging · in Commerce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals21/100
Weak fundamentals
Avg Prompt Score
47
across 264 prompts
AI Share of Voice
47%
across 264 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Commerce
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 Echo Partners is visible in
2Executive summary
AI citation readiness for dealinflow.com (Echo Partners) is very low because the domain appears to redirect to an investment-banking firm site (echopartners.io) rather than an M&A deal-flow software product, and there are no verifiable G2/Capterra/TrustRadius/Gartner Peer Insights signals for the software category. Highest-ROI fix: create/restore a crawlable, first-party M&A deal-flow software product presence on dealinflow.com (or a clearly branded product subdomain) with SoftwareApplication/FAQPage schema and indexed pricing + comparison pages targeting the exact evaluation queries.
Based on audit of dealinflow.com · Sep 30, 2026