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

0

Limited Presence

Avg Prompt Score

14

across 324 prompts

AI Share of Voice

14%

across 324 prompts

Category Visibility

#16

in SIEM · of 54

Critical Issues

5

critical + high

Shortlist Position

0/80

Not Visible · Observability Apm Discovery

Per-stage performance

🔍Discovery
185 category
Cited23%42/185
Share of voice15%avg
Engine consensus39%of engines
Competitors11.1avg/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 Graylog is visible in

2
  • SIEM16 of 54→
  • Observability & APMnot yet measured→

Your visibility gap

Graylog surfaces in 0/80 Observability Apm discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.

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Executive summary

Graylog is a B2B observability/SIEM vendor with meaningful third-party review presence (e.g., G2 and TrustRadius) and a crawlable pricing page, so it can be cited for evaluation and conversion queries. The biggest AI citation gap is discovery-stage shortlist formation for queries like “best observability software for small businesses” and “APM software for cloud-native environments”, which typically require strong first-party category/definition content plus comparison-style evaluation pages that AI can reliably extract.

Based on audit of graylog.org · May 22, 2026

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