AI Visibility
measured43/100
Frequently Cited · in ESG & Sustainability
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals36/100
Weak fundamentals
Avg Prompt Score
6
across 199 prompts
AI Share of Voice
9%
across 199 prompts
Critical Issues
4
critical + high
Brand Accuracy
3/53
citations with inaccuracies
Shortlist Position
0/1
Not Visible · Discovery
How AI Visibility breaks down
in ESG & Sustainability
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 Grid is visible in
1Your visibility gap
Grid surfaces in 0/1 discovery prompts. Claim this profile to see which 1 prompts you're missing and how to win them.
Executive summary
Moody’s is highly likely to be cited for *category/trust* queries (e.g., “Moody’s reviews” and “who is Moody’s for”) because it has strong enterprise social authority on LinkedIn and appears on Gartner Peer Insights. The biggest AI citation risk is *conversion/evaluation* queries that require crawlable, first-party pricing and structured product metadata (SoftwareApplication/FAQPage), which are not evidenced in the live crawl signals.
Based on audit of moodys.com · May 18, 2026