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AI Visibility Scorecard
Cooklist
cooklist.com · E-commerce
Borderline visible. AI bots can crawl Cooklist, 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.
AI engines read this profile 2 times
Claude
#202,333 of 614,722 in E-commerce for AI visibility
5
/10
AEO Score
About Cooklist
from our crawl and measurement
"Turn shopper goals into a cart ready for checkout. Cooklist builds retailer-native AI assistants that plan meals, check inventory, and assemble complete carts." That is how Cooklist introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
The site gets some of it right: it has an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including structured data describing the business, a heading structure that lays out what it offers.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
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
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 5/10, Cooklist is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cooklist
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/cooklist
Cite this score: Engagemii (2026). "AEO Score for Cooklist." Retrieved from https://engagemii.com/aeo/brands/cooklist
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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