AI Visibility
measured71/100
Frequently Cited · in Spend Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
79
across 850 prompts
AI Share of Voice
79%
across 834 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Spend Management
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 Coupa is visible in
3Executive summary
Coupa is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review presence (e.g., 567 G2 reviews) and Gartner Peer Insights coverage. The biggest risk for conversion-stage and evaluation-stage “shortlist” queries is missing/uncrawlable first-party evaluation assets on coupa.com (notably pricing and comparison/FAQ-style pages), which prevents AI from citing Coupa directly for cost and vs-competitor decisions.
Based on audit of coupa.com · May 24, 2026