AI Visibility
measured16/100
Emerging · in Digital Asset Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
27
across 217 prompts
AI Share of Voice
27%
across 217 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Digital Asset Management
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.
Reuters Imagen (imagen.io) has strong AI-citation foundations for evaluation queries because it already has 29 G2 reviews at 4.5★. The biggest blocker for conversion-stage and evaluation-stage AI answers is missing/uncrawlable first-party pricing and the lack of clearly indexed first-party comparison pages on imagen.io for competitor evaluation prompts like "How does Reuters Imagen compare to Bynder?".
Based on audit of imagen.io · Oct 4, 2026