AI Visibility
measured60/100
Frequently Cited · in AI Observability
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals13/100
Weak fundamentals
Avg Prompt Score
15
across 313 prompts
AI Share of Voice
15%
across 313 prompts
Critical Issues
4
critical + high
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 Evidently AI is visible in
2Executive summary
Evidently AI is a B2B LLM evaluation/observability platform with publicly crawlable pricing tiers (e.g., Pro at $80/month) and strong topical content freshness (multiple posts updated in 2025–2026). The biggest AI-citation risk is evaluation-stage “shortlist” queries that rely on third-party review/analyst surfaces (G2/TrustRadius/Capterra/Gartner) and first-party comparison pages—live search did not surface Evidently AI’s G2/Capterra/TrustRadius/Gartner profiles or review counts, so AI engines may omit it from “best [category]” and “alternatives to Evidently AI” answers.
Based on audit of evidentlyai.com · May 7, 2026