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AI Visibility Scorecard
foodrenegade.com · Food & Beverage
Somewhat visible. AI bots can read Food Renegade, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#3,882 of 1,698,116 in Food & Beverage for AI visibility
6.7
/10
AEO Score
from our crawl and measurement
Food Renegade describes itself simply: "Challenging politically correct nutrition. We love ancestral nutrition in all its forms -- Paleo, Primal, WAPF." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business.
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 2 times in our tracking, including GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
8
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 6.7/10, Food Renegade has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Food Renegade
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/foodrenegade
Cite this score: Engagemii (2026). "AEO Score for Food Renegade." Retrieved from https://engagemii.com/aeo/brands/foodrenegade
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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