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

11

Limited Presence

Avg Prompt Score

23

across 328 prompts

AI Share of Voice

23%

across 328 prompts

Category Visibility

#12

in Secrets Management · of 22

Critical Issues

3

critical + high

Per-stage performance

🔍Discovery
199 category
Cited30%59/199
Share of voice24%avg
Engine consensus43%of engines
Competitors5.8avg/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 GitGuardian is visible in

2
  • Secrets Management12 of 22→
  • Cloud Securitynot yet measured→

Executive summary

GitGuardian is strongly positioned for AI citation in evaluation-stage queries because it has substantial G2 review volume and first-party comparison content under /comparisons plus a publicly accessible pricing page with tiered details. The biggest remaining citation risk is missing/unclear structured-data + AI-crawler accessibility signals (e.g., SoftwareApplication/FAQPage/robots.txt/llms.txt verification) and secondary review/analyst coverage gaps (TrustRadius/Gartner Peer Insights not confirmed as present in the live signals).

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

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