AI Visibility
measured26/100
Emerging · in Serverless & Edge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
14
across 171 prompts
AI Share of Voice
14%
across 171 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 Encore is visible in
2Executive summary
Encore is a B2B developer platform (infrastructure automation) and already has meaningful AI-citation inputs via G2 (33 reviews, 4.6 rating). The biggest risk for evaluation-stage queries like “Encore vs Terraform/Pulumi” is missing/uncertain first-party comparison + structured-data coverage on encore.cloud itself (it redirects to encore.dev), so AI engines may rely more on third-party comparisons than your own.
Based on audit of encore.cloud · Oct 8, 2026