AI Visibility
measured24/100
Emerging · in Serverless & Edge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
7
across 156 prompts
AI Share of Voice
10%
across 156 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Serverless & Edge
Composite = 60% coverage + 40% engine breadth, 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.
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.
Deno is likely to be cited for evaluation-stage questions like "How much does Deno cost?" and backend/runtime fit because deno.com exposes crawlable pricing (e.g., Deno Deploy pricing) and has strong first-party technical content. The biggest AI-citation risk is evaluation queries that require first-party comparison and structured evaluation surfaces ("How does Deno compare to Node.js?", "How does Deno compare to Bun?", and "What are the best alternatives to Deno?")—deno.com currently lacks clearly indexed first-party "Deno vs Node.js/Bun" comparison pages and appears to have limited/unclear structured-data coverage for SoftwareApplication/FAQPage.
Based on audit of deno.com · May 4, 2026