AI Visibility Scorecard
Hypothesis
hyp.is · Education
At 2.98/10, Hypothesis is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 5% in Education for AI visibility
28
AI Naming Predictability
iRarely named · 28/100
Education average 14
Top 16% of Education
See what's behind this score →2.98
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Education average 13
See what's behind this score →0
About Hypothesis
from our crawl and measurement
"Hypothesis is the leading social annotation platform trusted by 300+ institutions to boost student engagement, comprehension, and critical thinking, seamlessly integrated into.." That is how Hypothesis introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- Hypothesis
- Website ·
- hyp.is
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.98/10, Hypothesis is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What Can Be Annotated with Hypothesis?
Hypothesis works seamlessly across every content type your students encounter: Webpages – Annotate articles, research, and course readings right where you find them—directly in your browser. Online PDFs – Highlight and annotate papers, readings, and handouts directly in the document. Videos – Annotate videos with highlights, questions, and comments as you watch.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hyp-is
Cite this score: Engagemii (2026). "AEO Score for Hypothesis." Retrieved from https://engagemii.com/aeo/brands/hyp-is
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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