AI Visibility Scorecard
CookWithJames
cookwithjames.com · Food & Beverage
Somewhat visible. AI bots can read CookWithJames, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 22 times
Meta AI · Claude · Apple Intelligence · ShapBot
#1,503 of 1,394,000 in Food & Beverage for AI visibility
7
AEO Visibility
iVisible · 6.8/10
60
Muse Index Score
iAI agent readiness
Agent-ready · 60/100
0
AI Adoption
iNone detected · 0/100
About CookWithJames
from our crawl and measurement
CookWithJames is a San Francisco, CA business whose own site puts it this way: "Private hands-on cooking classes in San Francisco featuring Italian and Spanish cuisine." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (FoodEstablishment, FAQPage, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 6.8/10, CookWithJames has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What to Expect?
01 Arrive & Relax You will be welcomed into my home for some tasty nibbles such as Spanish olives stuffed with anchovies & artisan cheese. Any wine you may have brought will be opened and served. 02 Cook Together Roll up your sleeves and don an apron. I'll guide you through the dish we are focusing on and go deep into the origins and history of said dish. 03 Feast & Connect Sit down at the table with your group.
Is this your brand?
The exact fixes for CookWithJames
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/cookwithjames
Cite this score: Engagemii (2026). "AEO Score for CookWithJames." Retrieved from https://engagemii.com/aeo/brands/cookwithjames
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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