AI Visibility
measured75/100
Frequently Cited · in Image Generation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals45/100
Some gaps
Avg Prompt Score
36
across 356 prompts
AI Share of Voice
36%
across 356 prompts
Critical Issues
7
critical + high
Shortlist Position
0/80
Not Visible · Graphic Design Discovery
How AI Visibility breaks down
in Image Generation
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 Stable Diffusion is visible in
2Your visibility gap
Stable Diffusion surfaces in 0/80 Graphic Design discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
Stability.ai has meaningful B2B citation signals via G2 (32 reviews on its G2 seller page) and a crawlable, credit-based pricing page on the developer platform. The biggest reason it’s not getting cited for graphic-design software discovery queries is that its first-party, graphic-design-specific evaluation content (what it is/used for, benefits, and “best tools for X” style pages) is not structured to match those buyer questions.
Based on audit of stability.ai · Oct 2, 2026