AI Visibility
measured33/100
Emerging · in Cloud Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
32
across 105 prompts
AI Share of Voice
32%
across 105 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Cloud Infrastructure
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 ProsperOps is visible in
1Executive summary
ProsperOps has strong AI citation foundations for evaluation-stage queries because it is present on G2 with 21 reviews at 4.7★ and is also visible on Gartner Peer Insights (5.0 with 2 ratings shown). The single highest-ROI fix is to add/expand first-party, crawlable evaluation content that directly answers the exact comparison and pricing prompts (especially “How does ProsperOps compare to CloudZero?” and “How much does ProsperOps cost?”) with structured Q&A blocks and comparison pages that lead with ProsperOps.
Based on audit of prosperops.com · Jun 5, 2026