AI Visibility
measured25/100
Emerging · in Risk, Compliance & GRC
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals50/100
Some gaps
Avg Prompt Score
6
across 265 prompts
AI Share of Voice
6%
across 265 prompts
Critical Issues
5
critical + high
Shortlist Position
0/80
Not Visible · Esg Sustainability Discovery
How AI Visibility breaks down
in Risk, Compliance & GRC
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 Mapistry is visible in
2Your visibility gap
Mapistry surfaces in 0/80 Esg Sustainability discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
Mapistry has strong B2B review authority on G2 (19 reviews, 4.9★) and publicly crawlable pricing with specific per-location tiers, which supports conversion-stage citation. The biggest AI citation risk is evaluation-stage coverage: there are no first-party comparison pages for the required competitor set (Octave Reliance (ETQ Reliance), Workiva, SafetyCulture, EASE, VelocityEHS), so LLMs can’t reliably cite Mapistry for “How does Mapistry compare…” prompts.
Based on audit of mapistry.com · Oct 9, 2026