AI Visibility
measured22/100
Emerging · in Sales
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
10
across 155 prompts
AI Share of Voice
10%
across 155 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.
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 Mailwarm is visible in
1Executive summary
Mailwarm is a B2B email deliverability/warmup SaaS with strong AI-citation inputs from G2 (15 reviews shown on the G2 profile page) and publicly crawlable pricing tiers ($69/$159/$479 billed annually). The biggest risk to appearing in evaluation-stage AI answers is missing/weak structured evaluation surfaces (notably SoftwareApplication/AggregateRating on first-party pages) and limited secondary review/analyst coverage beyond G2/TrustRadius.
Based on audit of mailwarm.com · Oct 9, 2026