AI Visibility
measured22/100
Emerging · in Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
1
across 923 prompts
AI Share of Voice
1%
across 923 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Marketing
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 Crowdpurr is visible in
2Executive summary
Crowdpurr is a B2B audience engagement/event technology platform with strong AI-citation inputs from G2 (209 reviews, 4.9/5) and a publicly crawlable pricing page with explicit tiers. The biggest AI-visibility risk is evaluation-stage “brand vs competitor” and “pricing” citation reliability: the site appears to lack first-party comparison pages and likely lacks B2B-optimized structured data (SoftwareApplication/FAQPage) that AI engines use for evaluation answers.
Based on audit of crowdpurr.com · Oct 5, 2026