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

62

Growing Presence

Avg Prompt Score

75

across 24 prompts

AI Share of Voice

100%

across 8 prompts

Critical Issues

5

critical + high

Per-stage performance

🔍Discovery
12 category
Cited100%12/12
Share of voice100%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors0.3avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors0.0avg/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.

Executive summary

Higher Logic is likely to be cited by AI engines for evaluation-stage queries because it has a strong G2 presence (528 reviews) and a TrustRadius product profile (37 reviews for Higher Logic Thrive). The single highest-ROI fix is to strengthen first-party evaluation content for comparison/pricing queries (ensure crawlable, SSR-first comparison + pricing pages and add SoftwareApplication/FAQPage schema coverage), because AI engines heavily prefer brand-owned sources for “vs” and “pricing” prompts.

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

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