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AI Visibility Scorecard
cartoonfood.com · design
Borderline visible. AI bots can crawl Cartoon Food, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,131,708 of 1,717,168 in Food & Beverage for AI visibility
3.8
/10
AEO Score
from our crawl and measurement
Cartoon Food is a business whose own site puts it this way: "Hi. I'm Ryan. I do content strategy and user experience for work. I used to be a drummer. I'm super nice. I like to make stuff." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. 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, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
There is not much on the page to read either, about 59 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2007.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
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.
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, Cartoon Food is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Cartoon Food
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Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cartoonfood
Cite this score: Engagemii (2026). "AEO Score for Cartoon Food." Retrieved from https://engagemii.com/aeo/brands/cartoonfood
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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