Other products from Render
AI Visibility
measured44/100
Frequently Cited · in CI/CD
measured from this brand's audit prompts
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
6
across 167 prompts
AI Share of Voice
9%
across 167 prompts
Critical Issues
4
critical + high
Brand Accuracy
2/45
citations with inaccuracies
How AI Visibility breaks down
in CI/CD
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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 Render is visible in
2Executive summary
Render is already strongly positioned for AI citation on evaluation-stage queries via its G2 presence (77 reviews, 4.7★) and first-party comparison content like “Render vs Vercel” plus crawlable pricing at render.com/pricing. The highest-ROI fix is to strengthen structured-data coverage (SoftwareApplication + FAQPage for evaluation queries) and ensure pricing/comparison pages are fully crawlable/SSR with rich snippets so AI engines can reliably cite Render for “best Cloud Platform as a Service (PaaS) software” and each “How does Render compare to …” prompt pattern.
Based on audit of render.com · May 4, 2026