AI Visibility
measured18/100
Emerging · in Email Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
16
across 165 prompts
AI Share of Voice
16%
across 165 prompts
Critical Issues
3
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 MailReach is visible in
1Executive summary
MailReach is a B2B email deliverability/warm-up SaaS with strong primary marketplace proof (G2: 44 reviews shown on G2 seller page; 4.7★ per your pre-verified context) and multiple first-party evaluation assets (e.g., MailReach vs Warmy, MailReach vs Lemwarm, and “best tools” listicles). The biggest AI-citation risk is conversion-stage evaluation queries that require crawlable, structured comparison/pricing surfaces (especially first-party “[MailReach] vs Warmy/Instantly/Lemwarm/Warmup Inbox” pages and schema), because some comparison URLs failed to load during audit and structured-data signals (SoftwareApplication/FAQPage) were not discoverable via search.
Based on audit of mailreach.co · Oct 3, 2026