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

10

Limited Presence

Avg Prompt Score

23

across 168 prompts

AI Share of Voice

23%

across 168 prompts

Category Visibility

#33

in Product Experience · of 228

Critical Issues

3

critical + high

Per-stage performance

🔍Discovery
94 category
Cited14%13/94
Share of voice12%avg
Engine consensus33%of engines
Competitors6.4avg/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 UserGuiding is visible in

1
  • Product Experience33 of 228→

Executive summary

UserGuiding is a B2B product adoption/onboarding SaaS that already has strong AI citation inputs from G2 (763 reviews) and a public, crawlable pricing page with MAU-based tiers. The biggest remaining blocker for AI evaluation/conversion queries is missing/unclear first-party structured evaluation surfaces (notably SoftwareApplication/FAQPage schema evidence) and limited evidence of first-party comparison pages indexed for key “vs/alternatives” intents.

Based on audit of userguiding.com · Jun 12, 2026

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