AI Visibility
measured25/100
Emerging · in Cloud Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
5
across 335 prompts
AI Share of Voice
5%
across 335 prompts
Critical Issues
4
critical + high
Shortlist Position
0/80
Not Visible · Cloud Infrastructure Discovery
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 CloudAMQP is visible in
1Your visibility gap
CloudAMQP surfaces in 0/80 Cloud Infrastructure discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
CloudAMQP is a B2B message-queue SaaS with strong third-party visibility via G2 (16 reviews, 4.3★), and it has publicly crawlable pricing plus multiple FAQ/case-study assets. The biggest AI-citation risk is evaluation-stage coverage: there are no clearly indexed first-party “[CloudAMQP] vs Amazon MQ / RabbitMQ / IBM MQ” pages, so AI engines can’t reliably cite CloudAMQP for direct comparison prompts.
Based on audit of cloudamqp.com · Oct 4, 2026