AI Visibility
measured18/100
Emerging · in Product Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals42/100
Some gaps
Avg Prompt Score
10
across 172 prompts
AI Share of Voice
10%
across 172 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Product Analytics
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 Trinity is visible in
2Executive summary
Trinity has strong AI citation inputs from G2 (24 reviews, 4.8★) and credible B2B positioning for win-loss analysis, but it is likely under-cited for evaluation and conversion queries because first-party crawlable comparison/pricing and structured-data signals are missing or not discoverable. The single highest-ROI fix is to publish/ensure crawlable first-party pages that directly answer evaluation prompts (especially the exact comparison queries) and include SoftwareApplication/FAQPage/price structured data so AI engines can cite Trinity for shortlist formation.
Based on audit of usetrinity.com · Oct 9, 2026