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

1

Limited Presence

Avg Prompt Score

16

across 320 prompts

AI Share of Voice

16%

across 320 prompts

Category Visibility

#11

in SaaS Management · of 57

Critical Issues

7

critical + high

Shortlist Position

1/80

Not Visible · Identity Access Management Discovery

Per-stage performance

🔍Discovery
194 category
Cited14%27/194
Share of voice8%avg
Engine consensus35%of engines
Competitors14.8avg/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 Lumos is visible in

2
  • SaaS Management11 of 57→
  • Identity & Access Management58 of 83→

Your visibility gap

Lumos surfaces in 1/80 Identity Access Management discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.

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Executive summary

Lumos has strong B2B citation signals for evaluation-style queries (e.g., it is cited by Claude for “how to manage user permissions effectively” and it has G2 + Gartner Peer Insights presence). The biggest AI-visibility risk is that Lumos is missing from high-intent shortlist queries like “best identity and access management software for small businesses” and “top identity and access management solutions for healthcare providers,” which are discovery-to-evaluation bridges where AI needs category-specific, crawlable pages to recommend it.

Based on audit of lumos.com · Jun 3, 2026

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