AEO Score
18
Limited Presence
Avg Prompt Score
21
across 154 prompts
AI Share of Voice
21%
across 154 prompts
Critical Issues
6
critical + high
Shortlist Position
12/65
Niche · Gpu Cloud Discovery
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 Hyperstack is visible in
1Your visibility gap
Hyperstack surfaces in 12/65 Gpu Cloud discovery prompts. Claim this profile to see which 53 prompts you're missing and how to win them.
Executive summary
Hyperstack.cloud is already cited for GPU-cloud discovery queries (e.g., H100 availability, reserved pricing, and fine-tuning open-source LLMs), and it has strong first-party pricing transparency plus an MCP server that Claude can surface. The biggest AI-citation blocker is missing/weak coverage for high-intent evaluation patterns around specific instance types (A100/H100 + 80GB VRAM) and conversion-stage queries (spot instances, inference, real-time inference) where buyers expect crawlable, structured, instance-specific pages.
Based on audit of hyperstack.cloud · Jun 3, 2026