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AI Visibility Scorecard
Stu's Clean Cookin' – Affordable Frozen Meal Prep
cleancookin.com · E-commerce
Somewhat visible. AI bots can read Stu's Clean Cookin' – Affordable Frozen Meal Prep, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#72,278 of 614,685 in E-commerce for AI visibility
5.8
/10
AEO Score
About Stu's Clean Cookin' – Affordable Frozen Meal Prep
from our crawl and measurement
Stu's Clean Cookin' Affordable Frozen Meal Prep is a Van Buren, AR business whose own site puts it this way: "<p>Clean Cookin' offers healthy, pre-made meals at an affordable price with convenient pick-up locations in Fort Smith, Van Buren, and Alma.</p>." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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.
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 5.8/10, Stu's Clean Cookin' – Affordable Frozen Meal Prep has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Stu's Clean Cookin' – Affordable Frozen Meal Prep
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleancookin
Cite this score: Engagemii (2026). "AEO Score for Stu's Clean Cookin' – Affordable Frozen Meal Prep." Retrieved from https://engagemii.com/aeo/brands/cleancookin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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