AI Visibility
measured18/100
Emerging · in Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
8
across 162 prompts
AI Share of Voice
8%
across 162 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Design
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.
Categories ZW3D is visible in
1Executive summary
ZWSOFT is highly likely to be cited by AI engines for evaluation and conversion queries because it has strong G2 presence (367 reviews, 4.6/5, Grid® leader) and publicly crawlable pricing with explicit tiers (e.g., ZWCAD Flex). The single highest-ROI fix is to strengthen structured-data coverage (SoftwareApplication/FAQPage/Organization) and ensure AI-crawler crawlability signals (robots.txt/llms.txt) are verifiable, because schema/technical AEO signals were not confirmable via search and robots/llms/sitemap fetches errored.
Based on audit of zwsoft.com · May 27, 2026