AI Visibility
measured72/100
Frequently Cited · in Spend Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
85
across 745 prompts
AI Share of Voice
85%
across 745 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.
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.
Ramp is highly likely to be cited by AI engines for evaluation and trust queries because it has strong G2 authority (2546 reviews, 4.8★) and active first-party comparison content (e.g., Ramp vs Brex, Ramp vs Navan). The biggest risk is conversion-stage citation for cost queries: while Ramp publishes pricing/fees in support content, the crawlable, tiered pricing page signals are unclear from live checks, so AI may fall back to third-party pricing sources.
Based on audit of ramp.com · Oct 18, 2026