AI Visibility
measured34/100
Emerging · in Image Generation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
98
across 16 prompts
AI Share of Voice
98%
across 16 prompts
Critical Issues
4
critical + high
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.
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.
Synthesis.ai is a B2B synthetic data platform with some AI-citation traction via G2 (11 reviews, 4.2/5). The biggest blocker for evaluation-stage AI answers is missing/uncrawlable first-party conversion content (pricing/comparison/structured pages), so the highest-ROI fix is to make pricing and evaluation pages SSR-crawlable and add SoftwareApplication/FAQPage schema for “synthetic data” evaluation queries.
Based on audit of synthesis.ai · Sep 1, 2026