AI Visibility
measured58/100
Frequently Cited · in Manufacturing Execution
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals67/100
Solid fundamentals
Avg Prompt Score
96
across 148 prompts
AI Share of Voice
100%
across 134 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Manufacturing Execution
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
3ds.com is strongly positioned for AI citation in evaluation-stage queries because it has very large G2 review volume (2,095+ reviews) and an enterprise citation presence via Gartner Peer Insights for 3DEXPERIENCE Platform. The single highest-ROI fix is to improve first-party, crawlable evaluation surfaces for purchase-intent queries (especially brand-aware “[3DEXPERIENCE/3DS] vs [competitor]” and pricing pages with explicit tiers), because AI engines need directly citable pages beyond third-party review sites.
Based on audit of 3ds.com · Aug 30, 2026