AI Visibility
measured37/100
Emerging · in Manufacturing Execution
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals5/100
Weak fundamentals
Avg Prompt Score
13
across 343 prompts
AI Share of Voice
13%
across 343 prompts
Critical Issues
3
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.
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.
Dozuki is a B2B connected worker platform with strong AI-citation inputs from G2 (208 reviews, 4.4/5) and a publicly crawlable pricing page. The biggest AI citation risk is evaluation-stage comparison/structured extraction: there’s no clear evidence of SoftwareApplication/FAQPage structured data and no first-party “[Dozuki] vs [Competitor]” pages found in live search, which can reduce inclusion in “alternatives to Dozuki” and “Dozuki vs X” answers.
Based on audit of dozuki.com · May 7, 2026