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

58

Growing Presence

Avg Prompt Score

38

across 954 prompts

AI Share of Voice

38%

across 938 prompts

Category Visibility

#9

in Vulnerability Management · of 131

Critical Issues

2

critical + high

Per-stage performance

🔍Discovery
598 category
Cited58%347/598
Share of voice44%avg
Engine consensus45%of engines
Competitors18.2avg/cited
Sentiment—no data
⚖️Evaluation
9 brand-level
Cited100%9/9
Share of voice100%avg
Engine consensus100%of engines
Competitors2.0avg/cited
Sentiment—no data
🛡️Trust
5 brand-level
Cited100%5/5
Share of voice100%avg
Engine consensus100%of engines
Competitors1.4avg/cited
Sentiment—no data
💰Conversion
5 brand-level
Cited100%5/5
Share of voice100%avg
Engine consensus100%of engines
Competitors2.2avg/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 89→
  • Vulnerability Management9 of 131→
  • Developer Tools10 of 409→
  • Cloud Security33 of 182→
  • AI Code Reviewnot yet measured→

Executive summary

Snyk is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review authority (G2 and TrustRadius) and credible analyst/enterprise signals (Forrester Wave coverage and Gartner Peer Insights). The single highest-ROI fix is to improve Technical AEO for AI crawlers: the homepage and pricing pages require JavaScript (“You need to enable JavaScript to run this app”), which reduces the chance AI engines can reliably extract conversion-critical content like pricing and evaluation FAQs.

Based on audit of snyk.io · Jul 19, 2026

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