AI Visibility Scorecard
Napa Cabbage Weekly
napacabbageweek.substack.com · Food & Beverage
Borderline visible. AI bots can crawl Napa Cabbage Weekly, 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 1 times
Claude
#16,832 of 1,392,238 in Food & Beverage for AI visibility
8
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Napa Cabbage Weekly
from our crawl and measurement
Napa Cabbage Weekly is a business whose own site puts it this way: "I got lots of layers and can feed you many meals 💚 A weekly newsletter. Click to read Napa Cabbage Weekly, by Julie, a Substack publication. Launched a year ago." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 4.7/10, Napa Cabbage Weekly is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Napa Cabbage Weekly
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/napacabbageweek-substack
Cite this score: Engagemii (2026). "AEO Score for Napa Cabbage Weekly." Retrieved from https://engagemii.com/aeo/brands/napacabbageweek-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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