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AI Visibility Scorecard
patrickcollison.com · Travel & Hospitality
Somewhat visible. AI bots can read Home · Patrick Collison, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · ChatGPT
#32,727 of 439,180 in Travel & Hospitality for AI visibility
6
AEO Visibility
iVisible · 6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Home · Patrick Collison is one of the businesses we track in the Travel & Hospitality space. Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
The page falls short on structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.
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, press coverage is thin and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic). There is not much on the page to read either, about 18 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
1
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
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
1
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
3
Social discussion and mentions.
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 6/10, Home · Patrick Collison has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Home · Patrick Collison
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patrickcollison
Cite this score: Engagemii (2026). "AEO Score for Home · Patrick Collison." Retrieved from https://engagemii.com/aeo/brands/patrickcollison
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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