AEO Score
15
Limited Presence
Avg Prompt Score
45
across 852 prompts
AI Share of Voice
45%
across 852 prompts
Critical Issues
4
critical + high
Shortlist Position
29/80
Challenger · Ai Infrastructure Discovery
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 Langfuse is visible in
2Your visibility gap
Langfuse surfaces in 29/80 Ai Infrastructure discovery prompts. Claim this profile to see which 51 prompts you're missing and how to win them.
Executive summary
Langfuse is already cited by AI for multiple AI-infrastructure discovery prompts (e.g., CTO/Cloud Architect/Technical Lead questions) and has strong crawlable pricing with clear tiers. The biggest remaining citation blockers for high-intent evaluation queries are (1) missing/uncrawlable structured data signals (SoftwareApplication/FAQPage/ratings not discoverable via search) and (2) lack of first-party, brand-led comparison pages for the specific evaluation patterns buyers ask (training/deploying, prototyping, scaling, and director/VP-level AI governance). Highest-ROI fix: add/verify SoftwareApplication + FAQPage schema on evaluation pages and publish brand-led pages that directly answer the gap queries (e.g., “what do others use for training and deploying models?”) so AI can cite Langfuse for those roles.
Based on audit of langfuse.com · May 7, 2026