AI Visibility
measured58/100
Frequently Cited · in Serverless & Edge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals71/100
Solid fundamentals
Avg Prompt Score
99
across 501 prompts
AI Share of Voice
100%
across 485 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.
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.
Executive summary
redis.io is highly likely to be cited by AI engines for evaluation and trust queries because it has strong third-party review presence (e.g., TrustRadius shows 231 reviews) and enterprise analyst/peer signals (Gartner Peer Insights vendor page exists). The biggest citation risk is conversion-stage evaluation queries that require crawlable, structured pricing and first-party evaluation content (e.g., SoftwareApplication/FAQPage/price schema and robust “[Redis] pricing” extraction).
Based on audit of redis.io · Jun 5, 2026