AI Visibility
measured60/100
Frequently Cited · in AI Virtual Assistants
measured from this brand's audit prompts
AEO Readiness
fundamentals69/100
Solid fundamentals
Avg Prompt Score
74
across 16 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in AI Virtual Assistants
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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.
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.
Zoho.com is highly likely to be cited by AI engines for B2B evaluation queries because it has strong third-party review presence (e.g., Zoho CRM shows 2,921 G2 reviews) and first-party competitor comparison content with explicit pricing tables. The single highest-ROI fix is to strengthen/verify structured data for evaluation and pricing pages (SoftwareApplication + FAQPage + Product/Offer + AggregateRating) so AI Overviews and assistants can reliably extract “what it is / who it’s for / pricing / integrations” without relying on third parties.
Based on audit of zoho.com · May 19, 2026