AI-generated visibility summary
AI visibility summary for Zoho
Zoho achieves a 68% mention rate across AI engines, significantly outpacing competitors like QuickBooks (32%) and Pipedrive (26%), and earns the highest overall visibility score at 44.1. Its strongest performance is on Exa, where it attains a 100% mention rate and a 76.0 score, while its weakest is on Tavily, with only a 40% mention rate and a 24.0 score. Despite leading in mentions, Zoho faces citation gaps: its 20% citation rate is equaled by Monday.com and only slightly ahead of Salesforce (18%). Bing Search is the only engine where Zoho achieves a high citation rate (80%), but on five engines—Bing Copilot, Claude, Perplexity, and Tavily—its citation rate is 0%. Competitor pressure is evident in specific prompts: for lead management automation, Salesforce is cited five times versus Zoho’s one, and for HR software, Rippling dominates with eight mentions. A practical implication is that Zoho’s broad AI visibility does not translate into consistent source credibility, which may reduce its influence in purchase decisions where citations drive trust.
Prompt search volumes in this report are AI estimates, not measured keyword data.
