AI Visibility
measured18/100
Emerging
measured from this brand's audit prompts
AEO Readiness
fundamentals62/100
Some gaps
Avg Prompt Score
11
across 92 prompts
AI Share of Voice
0%
across 76 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in its category
Composite = 50% coverage + 30% engine breadth + 20% position, 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.
sap.com is highly likely to be cited by AI engines for enterprise ERP/CRM/analytics queries because it has strong third-party authority signals (e.g., Gartner Peer Insights profile exists and TrustRadius has SAP product review pages). The biggest AI-citation risk is evaluation-stage “SAP vs competitor” and “SAP pricing” queries where AI needs crawlable, structured, first-party comparison/pricing content; the highest-ROI fix is to publish/ensure SSR-first-party evaluation pages (brand-led comparisons + machine-readable pricing) and add/verify SoftwareApplication/FAQPage structured data on those pages.
Based on audit of sap.com · Apr 29, 2026