AI Visibility
measured48/100
Frequently Cited · in AI Governance Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals28/100
Weak fundamentals
Avg Prompt Score
100
across 100 prompts
AI Share of Voice
100%
across 100 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in AI Governance Tools
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.
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.
TruEra is a B2B AI observability / ML monitoring & quality management vendor, but it is currently very unlikely to be cited for high-intent evaluation queries because the domain homepage redirects to Snowflake and the public review footprint is effectively zero on G2 and TrustRadius. The single highest-ROI fix is to restore first-party, crawlable evaluation surfaces on truera.com (pricing + brand-led comparison pages) and ensure AI crawlers can access them without redirect/gating.
Based on audit of truera.com · Aug 30, 2026