AEO Score
71
Strong Presence
Avg Prompt Score
63
across 682 prompts
AI Share of Voice
63%
across 666 prompts
Critical Issues
3
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.
Categories Mongodb is visible in
2Executive summary
MongoDB is highly likely to be cited by AI engines for evaluation and trust queries because it has strong third-party review presence (e.g., G2 and TrustRadius) and enterprise analyst visibility (Gartner Peer Insights). The single highest-ROI fix is to strengthen first-party evaluation surfaces for AI (SoftwareApplication/FAQPage schema + more crawlable, brand-led comparison content) so models can cite mongodb.com directly for “vs/alternatives/pricing” queries.
Based on audit of mongodb.com · May 24, 2026