AI Visibility
measured33/100
Emerging · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals5/100
Weak fundamentals
Avg Prompt Score
8
across 315 prompts
AI Share of Voice
8%
across 315 prompts
Critical Issues
4
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.
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.
Sketchfab has strong AI-citation inputs from G2 (4.4★, 24 reviews shown on G2 seller page) and some enterprise review presence (Gartner Peer Insights shows 3 reviews, 4.3 avg). The biggest AI visibility risk is evaluation-stage conversion queries that require crawlable first-party pricing/comparison content—your pricing page exists but appears to be blocked (403) to this audit tool, and there are no discoverable first-party “Sketchfab vs VNTANA/Threekit/echo3D” pages indexed via search.
Based on audit of sketchfab.com · Oct 3, 2026