AI Visibility
measured43/100
Frequently Cited · in AI Observability
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals19/100
Weak fundamentals
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
How AI Visibility breaks down
in AI Observability
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 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