AI Visibility
measured45/100
Frequently Cited · in Email Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals71/100
Solid fundamentals
Avg Prompt Score
88
across 49 prompts
AI Share of Voice
100%
across 33 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.
Executive summary
Email on Acid is a B2B email QA/pre-deployment platform with meaningful AI citation signals from G2 (43 reviews) and Gartner Peer Insights (9 reviews). The biggest risk for AI evaluation queries is missing/weak first-party evaluation surfaces (notably structured comparison + SoftwareApplication/FAQPage schema), so AI often falls back to third-party review sites instead of citing emailonacid.com for “vs/alternatives/pricing” answers.
Based on audit of emailonacid.com · Aug 29, 2026