[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Harvard University
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

1

Limited Presence

Avg Prompt Score

1

across 161 prompts

AI Share of Voice

1%

across 161 prompts

Critical Issues

4

critical + high

Shortlist Position

0/80

Not Visible · Learning Management Discovery

Per-stage performance

🔍Discovery
94 category
Cited1%1/94
Share of voice1%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited0%0/4
Share of voice0%avg
Engine consensus—
Competitors—
Sentiment—no data
🛡️Trust
4 brand-level
Cited25%1/4
Share of voice17%avg
Engine consensus67%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited0%0/4
Share of voice0%avg
Engine consensus—
Competitors—
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 Harvard University is visible in

1
  • Learning Managementnot yet measured→

Your visibility gap

Harvard University surfaces in 0/80 Learning Management discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.

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Executive summary

harvard.edu is not a B2B SaaS product site for an LMS/eLearning platform, so AI engines are unlikely to cite it for purchase-intent prompts like "What is the best eLearning content software?" or "How much does Harvard University cost?" The single highest-ROI fix is to publish crawlable, evaluation-style pages that explicitly answer LMS/compliance/onboarding use cases (including pricing/packaging) in a structured Q&A format that AI can extract.

Based on audit of harvard.edu · May 6, 2026

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