AI Visibility Scorecard
CookWithJames
cookingwithjames.com · Food & Beverage
At 2.69/10, CookWithJames is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 146 times
Meta AI · Perplexity · Parallel · Claude
Top 25% in Food & Beverage for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →2.69
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →60
Muse Index Score
iAI agent readiness
Agent-ready · 60/100
Food & Beverage average 18
See what's behind this score →0
About CookWithJames
from our crawl and measurement
"Private hands-on cooking classes in San Francisco featuring Italian and Spanish cuisine." That is how CookWithJames of San Francisco, CA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.69 out of 10.
Our crawl found structured data on the page (FoodEstablishment, FAQPage, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 146 times in our tracking, including Meta AI, PerplexityBot and ShapBot (Parallel).
- Company ·
- CookWithJames
- Website ·
- cookingwithjames.com
- Industry ·
- Food & Beverage
- Location ·
- San Francisco, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.69/10, CookWithJames is near-invisible to AI engines today. That is 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.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cookingwithjames
Cite this score: Engagemii (2026). "AEO Score for CookWithJames." Retrieved from https://engagemii.com/aeo/brands/cookingwithjames
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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