AI Visibility Scorecard
Improbable Research
improbable.com · Media & Entertainment
Somewhat visible. AI bots can read Improbable Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#559,320 of 1,967,019 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Improbable Research
from our crawl and measurement
Improbable Research is one of the businesses we track in the Media & Entertainment space. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
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 5.1/10, Improbable Research has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Not Say No, Corporately?
August 6, 2026 Marc Abrahams A California-based company called R3 Bio says, on its web site: Recent Media Coverage We noted recent sensational media coverage. Such attention is not encouraged by us. R3 Bio works with microscopic structures in cell culture. We do not produce the types of large scale structures envisioned in the media. We do not work with […] Arts and Sciencebodies, human, no, PR
Is this your brand?
The exact fixes for Improbable Research
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/improbable
Cite this score: Engagemii (2026). "AEO Score for Improbable Research." Retrieved from https://engagemii.com/aeo/brands/improbable
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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