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

AEO Score

66

Strong Presence

Avg Prompt Score

42

across 1011 prompts

AI Share of Voice

41%

across 994 prompts

Category Visibility

#9

in Vulnerability Management · of 88

Critical Issues

3

critical + high

Per-stage performance

🔍Discovery
658 category
Cited62%407/658
Share of voice49%avg
Engine consensus45%of engines
Competitors15.5avg/cited
Sentiment—no data
⚖️Evaluation
6 brand-level
Cited100%6/6
Share of voice100%avg
Engine consensus100%of engines
Competitors0.8avg/cited
Sentiment—no data
🛡️Trust
5 brand-level
Cited100%5/5
Share of voice100%avg
Engine consensus100%of engines
Competitors1.0avg/cited
Sentiment—no data
💰Conversion
5 brand-level
Cited100%5/5
Share of voice100%avg
Engine consensus100%of engines
Competitors1.0avg/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 Snyk is visible in

5
  • CI/CD8 of 75→
  • Vulnerability Management9 of 88→
  • Developer Tools10 of 224→
  • Cloud Security33 of 112→
  • AI Code Reviewnot yet measured→

Executive summary

Snyk is already highly citable for evaluation-stage queries via strong third-party review presence (G2: 132 reviews, 4.5/5; TrustRadius: 25 reviews, 8.7/10) and first-party comparison content (e.g., Snyk vs Checkmarx). The single highest-ROI fix is to strengthen AI-evaluation structured extraction by ensuring SoftwareApplication/FAQPage coverage for key evaluation queries (pricing, integrations, and vs/alternatives) across crawlable, SSR pages.

Based on audit of snyk.io · Jun 7, 2026

Built for The Citation Economy