AI Visibility
measured18/100
Emerging · in Serverless & Edge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals18/100
Weak fundamentals
Avg Prompt Score
4
across 301 prompts
AI Share of Voice
4%
across 301 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Serverless & Edge
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 Without Servers is visible in
2Executive summary
AI citation readiness for withoutservers.com is weak because the domain redirects to Cloudavian (cloudavian.com) and there is no clear, crawlable first-party SaaS product surface (pricing/comparison/evaluation pages) tied to the withoutservers.com entity. The highest-ROI fix is to establish a crawlable, brand-consistent identity for withoutservers.com (or explicitly migrate/redirect the entity) with evaluation content and structured data that AI engines can cite.
Based on audit of withoutservers.com · Oct 8, 2026