AI Visibility
measured52/100
Frequently Cited · in Managed AI Inference
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals22/100
Weak fundamentals
Avg Prompt Score
62
across 308 prompts
AI Share of Voice
62%
across 308 prompts
Critical Issues
8
critical + high
Shortlist Position
15/66
Niche · Managed Ai Inference Discovery
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 Groq is visible in
2Your visibility gap
Groq surfaces in 15/66 Managed Ai Inference discovery prompts. Claim this profile to see which 51 prompts you're missing and how to win them.
Executive summary
Groq is already cited for discovery queries like “cheapest LLM inference API” and “best inference API for Llama models,” but it’s missing from high-intent evaluation queries such as “managed inference with auto-scaling” and “inference API with streaming support.” The single highest-ROI fix is to publish crawlable, first-party evaluation pages (brand-led) that explicitly answer those missing managed/production requirements, and to ensure SoftwareApplication/FAQPage structured data is present on those pages so AI engines can cite them.
Based on audit of groq.com · May 8, 2026