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AI Visibility Scorecard
orbuch.com · Education
Somewhat visible. AI bots can read Ryan Orbuch, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#105,585 of 865,865 in Education for AI visibility
5.9
/10
AEO Score
from our crawl and measurement
"14 Apr 2020 6 min read climate Featured We Need To Take CO2 Out Of The Sky To keep below two degrees, we'll need to dramatically reduce current emissions and simultaneously remove 10-15." That is how orbuch.com introduces itself. Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Off the page, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 114 words.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
0
No Reddit mentions found yet.
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 5.9/10, Ryan Orbuch has a working base to build on - fixable, and the signals above are where to start.
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Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/orbuch
Cite this score: Engagemii (2026). "AEO Score for Ryan Orbuch." Retrieved from https://engagemii.com/aeo/brands/orbuch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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