AI Visibility
measured61/100
Frequently Cited · in GPU Cloud
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
56
across 192 prompts
AI Share of Voice
56%
across 192 prompts
Critical Issues
6
critical + high
Shortlist Position
33/65
Challenger · Gpu Cloud Discovery
How AI Visibility breaks down
in GPU Cloud
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 Vast.ai is visible in
1Your visibility gap
Vast.ai surfaces in 33/65 Gpu Cloud discovery prompts. Claim this profile to see which 32 prompts you're missing and how to win them.
Executive summary
Vast.ai is a B2B GPU cloud marketplace with strong AI discovery presence for VRAM/H100/A100 availability and “cheapest GPU cloud” style prompts, but it is at high risk of being under-cited for evaluation/conversion queries because first-party comparison pages for “How does Vast.ai compare to RunPod?” and “How does Vast.ai compare to CoreWeave?” were not found in live crawl checks. The single highest-ROI fix is to publish and index first-party, brand-led comparison pages (Vast.ai vs RunPod, Vast.ai vs CoreWeave) plus a crawlable, tiered pricing surface that AI can quote directly (not only docs explaining pricing mechanics).
Based on audit of vast.ai · May 5, 2026