AI Visibility
measured18/100
Emerging · in Cloud Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
35
across 110 prompts
AI Share of Voice
35%
across 110 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Cloud Platforms
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 nOps is visible in
1Executive summary
nOps is strongly positioned for AI citation in evaluation and trust prompts because it has 138 G2 reviews with a 4.8★ rating and a visible pricing page with a clear pricing model (fixed fee + share of savings). The biggest risk is conversion-stage citation for the exact query pattern “How much does nOps cost?” because the pricing page does not expose specific tier prices in the crawlable content (it uses “Request Pricing” / “pricing: fixed fee based on cloud spend” language).
Based on audit of nops.io · Jun 4, 2026