AI Visibility
measured18/100
Emerging · in Cloud Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
15
across 179 prompts
AI Share of Voice
15%
across 179 prompts
Critical Issues
8
critical + high
Shortlist Position
1/65
Not Visible · Cloud Platforms Discovery
How AI Visibility breaks down
in Cloud Platforms
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 Espresso Systems is visible in
1Your visibility gap
Espresso Systems surfaces in 1/65 Cloud Platforms discovery prompts. Claim this profile to see which 64 prompts you're missing and how to win them.
Executive summary
Espresso Systems (espressosys.com) is a B2B blockchain infrastructure provider, but it is not well-positioned for “Cloud Platforms” buyer queries because it lacks the evaluation-stage, cloud-platform-specific citation surfaces AI engines use (notably first-party comparison/evaluation pages and SoftwareApplication/FAQ structured data). The single highest-ROI fix is to publish crawlable, first-party evaluation content that directly answers the missing buyer questions (security, storage, migration, scaling, monitoring, analytics, backups, orchestration, multi-region) in a way AI can quote.
Based on audit of espressosys.com · Oct 9, 2026