AEO Score
19
Limited Presence
Avg Prompt Score
49
across 283 prompts
AI Share of Voice
49%
across 283 prompts
Critical Issues
7
critical + high
Shortlist Position
7/80
Not Visible · Ai Observability 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 Braintrust is visible in
1Your visibility gap
Braintrust surfaces in 7/80 Ai Observability discovery prompts. Claim this profile to see which 73 prompts you're missing and how to win them.
Executive summary
Braintrust is a B2B AI observability/evaluation SaaS and has strong first-party evaluation content plus first-party comparison pages (e.g., “LangSmith vs. Braintrust” and “Langfuse alternative: Braintrust vs. Langfuse”), which helps evaluation-stage citation. The highest-risk gap for AI citation is missing/unclear SoftwareApplication/FAQPage structured data and incomplete enterprise/secondary review authority (TrustRadius/Capterra/Gartner signals not found), which limits appearance in “best AI observability and evaluation software” and “worth it” shortlist answers.
Based on audit of braintrust.dev · May 7, 2026