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AI Visibility Scorecard
Patrick Allaby
patrickallaby.com · Food & Beverage
At 2/10, Patrick Allaby is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,653,507 of 1,707,025 in Food & Beverage for AI visibility
2
/10
AEO Score
About Patrick Allaby
from our crawl and measurement
Patrick Allaby is a business whose own site puts it this way: "Support my work on Patreon, or follow me on Instagram or BlueSky." As far as answer engines are concerned it may as well not exist yet: 2.0 out of 10.
On the page it is passable on a partly stated business identity. What holds it back is structured data describing the business, a heading structure that lays out what it offers, sitemaps and entity links AI can follow, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
5
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
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2/10, Patrick Allaby is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Patrick Allaby
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Patrick Allaby.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patrickallaby
Cite this score: Engagemii (2026). "AEO Score for Patrick Allaby." Retrieved from https://engagemii.com/aeo/brands/patrickallaby
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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