AI Visibility Scorecard
Null Compass
nullhypothesis.com · Technology
Borderline visible. AI bots can crawl Null Compass, 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 4 times
Claude · Parallel
#1,261,279 of 2,704,098 in Technology for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
Technology average 28
Top 64% of Technology
See what's behind this score →4
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Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →8
About Null Compass
from our crawl and measurement
Null Compass describes itself simply: "Null Hypothesis Home Our Story Our Team How It Works Submit DOI Over 50% of biomedical research goes unpublished1 We're helping scientists shine a light on dark data." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Null Compass
- Website ·
- nullhypothesis.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Weak
Little domain authority yet.
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.
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 4/10, Null Compass is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are my negative results publishable?
Chances are, your negative or null findings are publishable—and we can help. In under 5 minutes, the Null Compass can review your research, suggest the best path to publication, and draft a sample abstract to get you started. You'll also go in the draw to win a microgrant to help share your work with the world. Answer Questions Answer a few quick questions about your research. No jargon, no hassle.
Is this your brand?
The exact fixes for Null Compass
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nullhypothesis
Cite this score: Engagemii (2026). "AEO Score for Null Compass." Retrieved from https://engagemii.com/aeo/brands/nullhypothesis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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