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

0

Limited Presence

Avg Prompt Score

5

across 292 prompts

AI Share of Voice

5%

across 292 prompts

Critical Issues

6

critical + high

Per-stage performance

🔍Discovery
166 category
Cited2%3/166
Share of voice2%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice83%avg
Engine consensus83%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 Userled is visible in

2
  • Customer Successnot yet measured→
  • Product Analyticsnot yet measured→

Executive summary

userled.io is a B2B ABM/AI activation platform with strong AI-citation inputs from G2 and Gartner Peer Insights (G2 seller page shows 35 reviews). The biggest risk for AI engines is conversion-stage citation from first-party pages: pricing and structured evaluation content (SoftwareApplication/FAQPage) appear not to be reliably crawlable/structured for AI, so models may fall back to G2/Gartner instead of citing userled.io directly.

Based on audit of userled.io · Jun 8, 2026

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