AEO Score
47
Growing Presence
Avg Prompt Score
47
across 18 prompts
Critical Issues
5
critical + high
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
mapp.com is a B2B SaaS (Mapp Marketing Cloud) and is already cited by AI engines via strong G2 presence (68 reviews, 3.9/5 on G2). The biggest AI-citation risk is evaluation-stage coverage: there’s no clear evidence of first-party, brand-led “[Mapp] vs [Competitor]” pages and there’s no detectable SoftwareApplication/FAQPage structured data in live search results—so AI engines likely rely on third-party review sites instead of citing mapp.com for comparisons and pricing.
Based on audit of mapp.com · May 5, 2026