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 2 times
Claude
#1,975,610 of 2,707,329 in Technology for AI visibility
65
AI Naming Predictability
iLikely to be named · 65/100
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
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 3.8 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).
The 6 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.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.8/10, 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
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Null Compass.
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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