AI Visibility
measured33/100
Emerging · in Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals71/100
Solid fundamentals
Avg Prompt Score
80
across 28 prompts
AI Share of Voice
100%
across 12 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Design
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.
Executive summary
icons8.com is likely to be cited by AI engines for “free icons / icon packs / design assets” discovery queries, supported by strong third-party review presence on G2 (93 reviews shown on the Icons8 seller page). The biggest citation risk is evaluation/conversion-style queries (e.g., “Icons8 pricing”, “Icons8 vs competitors”) where AI engines typically require crawlable pricing + structured evaluation content; your highest-ROI fix is to ensure pricing and evaluation pages are fully crawlable/SSR and backed by structured data.
Based on audit of icons8.com · Aug 31, 2026