AI Visibility
measured15/100
Emerging · in Governance, Risk & Compliance
measured from this brand's audit prompts
AEO Readiness
fundamentals42/100
Some gaps
Avg Prompt Score
1
across 144 prompts
AI Share of Voice
1%
across 144 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Governance, Risk & Compliance
Composite = 60% coverage + 40% engine breadth, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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.
ABC Transparency is likely to be cited for evaluation-stage queries because it has a G2 presence for its whistleblowing product with ~14–15 reviews and a ~4.3/5 rating, plus publicly readable pricing (per-search credits and monthly credit plans). The biggest AI-citation risk is conversion/evaluation “shortlist” queries that rely on first-party comparison content and structured B2B software schema—your site has pricing and legal docs, but no evidence of SoftwareApplication/FAQPage schema or first-party “[Brand] vs [Competitor]” pages.
Based on audit of abctransparency.com · Aug 21, 2026