AI Visibility
measured16/100
Emerging · in CRM
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals60/100
Some gaps
Avg Prompt Score
9
across 194 prompts
AI Share of Voice
9%
across 194 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in CRM
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 Bigin by Zoho CRM is visible in
1Executive summary
bigin.com is a B2B CRM (Bigin by Zoho CRM) with strong AI-citation inputs from G2 (798+ reviews) and active evaluation-stage surfaces like first-party “Bigin vs Zoho CRM” comparison content. The biggest remaining risk for AI engines is technical/structured-data visibility (SoftwareApplication/FAQPage/AggregateRating) and ensuring pricing + key evaluation pages are fully crawlable/SSR across locales.
Based on audit of bigin.com · Aug 31, 2026