AI Visibility
measured22/100
Emerging · in Sales
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
7
across 429 prompts
AI Share of Voice
4%
across 405 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Sales
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.
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.
EngageBay is a B2B CRM/Sales+Marketing SaaS with strong primary-market visibility via G2 (629 reviews, 4.7★) and crawlable, tiered pricing on its own domain. The biggest AI-citation risk is evaluation-stage comparison coverage: while EngageBay hosts first-party “EngageBay vs HubSpot” content, there’s no clear evidence (from live checks) of first-party comparison pages specifically for “How does EngageBay compare to ActiveCampaign?”, “Zoho CRM”, “Pipedrive”, and “Keap” that are structured for AI to cite. Highest-ROI fix: create/ensure dedicated, brand-led comparison pages for each competitor (HubSpot, ActiveCampaign, Zoho CRM, Pipedrive, Keap) with self-contained evaluation blocks and FAQPage schema, then verify indexing.
Based on audit of engagebay.com · Apr 1, 2026