[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/UpGuard
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

8

Limited Presence

Avg Prompt Score

46

across 306 prompts

AI Share of Voice

46%

across 306 prompts

Category Visibility

#2

in Third-Party Risk Management · of 116

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
226 category
Cited38%86/226
Share of voice27%avg
Engine consensus55%of engines
Competitors13.3avg/cited
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
Competitors5.0avg/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 UpGuard is visible in

3
  • Third-Party Risk Management2 of 116→
  • Cloud Securitynot yet measured→
  • Vulnerability Managementnot yet measured→

Executive summary

UpGuard is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 review volume (665 reviews) and first-party comparison pages (e.g., /compare and specific competitor-vs-UpGuard pages). The single highest-ROI fix is to strengthen crawlable structured data for evaluation and pricing (SoftwareApplication + FAQPage + Product/Offer) so AI engines can reliably extract “what it is” and “how much it costs” without relying on third-party citations.

Based on audit of upguard.com · May 7, 2026

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