[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/ProsperOps
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

0

Limited Presence

Avg Prompt Score

56

across 59 prompts

AI Share of Voice

56%

across 59 prompts

Critical Issues

3

critical + high

Per-stage performance

🔍Discovery
10 category
Cited100%10/10
Share of voice100%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
7 brand-level
Cited100%7/7
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
8 brand-level
Cited100%8/8
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
8 brand-level
Cited100%8/8
Share of voice100%avg
Engine consensus100%of engines
Competitors4.9avg/cited
Sentiment—no data

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

1
  • Cloud Cost Managementnot yet measured→

Executive 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

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