AI Visibility
measured44/100
Frequently Cited · in Manufacturing Execution
measured from this brand's audit prompts
AEO Readiness
fundamentals41/100
Some gaps
Avg Prompt Score
9
across 136 prompts
AI Share of Voice
9%
across 136 prompts
Critical Issues
5
critical + high
Shortlist Position
0/80
Not Visible · Manufacturing Execution Discovery
How AI Visibility breaks down
in Manufacturing Execution
Composite = 50% coverage + 30% engine breadth + 20% position, 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.
Categories CADDi is visible in
1Your visibility gap
CADDi surfaces in 0/80 Manufacturing Execution discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
CADDi is a B2B manufacturing AI data platform with strong third-party credibility on G2 for CADDi Drawer (4.9/5 from 23 reviews). The biggest AI-citation blocker for your highest-value Manufacturing Execution shortlist queries is missing/weak evaluation-stage surfaces on caddi.com itself (notably first-party evaluation content like SoftwareApplication/FAQPage and crawlable pricing), so models can’t reliably cite CADDi for “real-time production tracking / shop floor / safety / quality compliance” tool questions.
Based on audit of caddi.com · May 25, 2026