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AI Visibility Scorecard
The Cookie Edit
thecookieedit.com · E-commerce
At 2.4/10, The Cookie Edit 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
#488,951 of 520,825 in E-commerce for AI visibility
2.4
/10
AEO Score
About The Cookie Edit
from our crawl and measurement
"Oversized, indulgent cookies made to order in Byron Center, MI. Pickup Tuesday, Saturday or free Saturday delivery within Byron Center. Order online at thecookieedit.com." That is how The Cookie Edit introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
0
Little domain authority yet.
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 2.4/10, The Cookie Edit is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Cookie Edit
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thecookieedit
Cite this score: Engagemii (2026). "AEO Score for The Cookie Edit." Retrieved from https://engagemii.com/aeo/brands/thecookieedit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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