AI Visibility
measured45/100
Frequently Cited · in Managed AI Inference
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals38/100
Weak fundamentals
Avg Prompt Score
14
across 163 prompts
AI Share of Voice
17%
across 163 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Managed AI Inference
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.
Categories Cerebras is visible in
2Executive summary
Cerebras is a B2B AI inference platform, but its AI citation readiness is constrained by missing/uncorroborated third-party review/analyst surfaces (G2 shows 0 reviews) and lack of first-party comparison pages for evaluation queries like "How does Cerebras compare to Groq?". Highest-ROI fix: publish/ensure crawlable first-party comparison pages (Cerebras-led) and add/verify SoftwareApplication/FAQPage structured data so AI engines can cite Cerebras for evaluation and pricing prompts.
Based on audit of cerebras.ai · May 4, 2026