AI Visibility
measured18/100
Emerging · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
13
across 325 prompts
AI Share of Voice
13%
across 325 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Software Marketplace
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 Hubble is visible in
2Executive summary
usehubble.io is a B2B SaaS (enterprise user research platform) with strong AI-citation inputs from G2 (69 reviews, 4.6/5) and multiple first-party comparison pages (e.g., Hubble vs Great Question). The highest-ROI fix is to strengthen evaluation-stage structured extraction by adding/confirming SoftwareApplication + FAQPage schema coverage and ensuring pricing/comparison pages are fully crawlable for AI engines.
Based on audit of usehubble.io · Oct 7, 2026