[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/ZW3D
ProductCitation IndexAI InfluenceBlogBook
Claim profile →

AEO Score

0

Limited Presence

Avg Prompt Score

7

across 161 prompts

AI Share of Voice

7%

across 161 prompts

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
93 brand-level
Cited0%0/93
Share of voice0%avg
Engine consensus—
Competitors—
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors4.5avg/cited
Sentiment—no data

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

1
  • 3D & CADnot yet measured→

Executive 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

Built for The Citation Economy