AI Visibility Scorecard
demo.dataverse.org · Education
Borderline visible. AI bots can crawl Demo Dataverse, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 7 times
Claude · Amazon Alexa · Meta AI
#21,254 of 937,767 in Education for AI visibility
23
AI Naming Predictability
iRarely named · 23/100
Education average 14
Top 2% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →0
0
from our crawl and measurement
"Datasets older than 30 days will be deleted at 5am EST on the first day of each month. To archive and publish to the Harvard repository, visit dataverse.harvard.edu." That is how Demo Dataverse introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), AmazonBot (Alexa AI) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.9/10, Demo Dataverse is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/demo-dataverse-org
Cite this score: Engagemii (2026). "AEO Score for Demo Dataverse." Retrieved from https://engagemii.com/aeo/brands/demo-dataverse-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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