AI Visibility
measured42/100
Frequently Cited · in Email Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals12/100
Weak fundamentals
Avg Prompt Score
36
across 406 prompts
AI Share of Voice
36%
across 406 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Email Marketing
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 beehiiv is visible in
2Executive summary
beehiiv.com is strongly positioned for AI citation on evaluation-stage comparison queries because it hosts first-party comparison pages (e.g., /comparisons/substack, /comparisons/ghost, and a dedicated /comparisons page listing multiple rivals including ConvertKit, Substack, Mailchimp, Ghost, and MailerLite). The single highest-ROI fix is to strengthen Structured Data + Technical AEO for evaluation/conversion queries (SoftwareApplication/FAQPage/Product+Offer/aggregateRating), since live search did not surface those schema markers and AI engines can only cite what they can reliably extract.
Based on audit of beehiiv.com · May 7, 2026