AI Visibility
measured60/100
Frequently Cited
measured from this brand's audit prompts
AEO Readiness
fundamentals71/100
Solid fundamentals
Avg Prompt Score
64
across 16 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in its category
Composite = 60% coverage + 40% engine breadth, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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
3dissue.com is a B2B digital publishing platform with strong AI-citation inputs from G2 (37 reviews on the 3D Issue seller page; 3D Issue FlipBook has 20 reviews with ~4.2/5). The biggest AI visibility risk is evaluation-stage citation for “3D Issue vs [competitor]” and “3D Issue pricing” where AI engines need crawlable first-party comparison/pricing + structured data; the highest-ROI fix is to add/verify SoftwareApplication + FAQPage schema on product/pricing pages and ensure first-party evaluation pages are clearly brand-led and indexable.
Based on audit of 3dissue.com · Aug 21, 2026