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.
