AI Visibility
measured44/100
Frequently Cited · in Procurement
measured from this brand's audit prompts
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
9
across 134 prompts
AI Share of Voice
9%
across 134 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Procurement
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.
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 Procurement Sciences is visible in
1Executive summary
Procurement Sciences is a B2B government procurement software platform with strong AI citation inputs from G2 (23 reviews) and first-party evaluation content (e.g., GovWin vs Procurement Sciences). The biggest AI citation risk is conversion-stage queries like "How much does Procurement Sciences cost?" because pricing appears to be request-based ("request-pricing") rather than publicly tiered, limiting what AI engines can quote.
Based on audit of procurementsciences.com · Jun 10, 2026