AI Visibility Scorecard
Lick my Plate
lesleychesterman.substack.com · Food & Beverage
Borderline visible. AI bots can crawl Lick my Plate, 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 · ChatGPT
#33,402 of 1,391,469 in Food & Beverage for AI visibility
53
AI Naming Predictability
iRarely named · 53/100
Food & Beverage average 12
Top 3% of Food & Beverage
See what's behind this score →4.5
-
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 →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Food & Beverage average 18
See what's behind this score →0
About Lick my Plate
from our crawl and measurement
"Recipes, restaurant reviews, and all sorts of delicious food & wine recommendations. Click to read Lick my Plate, by Lesley Chesterman, a Substack publication with thousands of subscribers." That is how Lick my Plate introduces itself. When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- Lick my Plate
- Website ·
- lesleychesterman.substack.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 22, 2026
The 6 on-page 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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 4.5/10, Lick my Plate is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lick my Plate
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lesleychesterman-substack
Cite this score: Engagemii (2026). "AEO Score for Lick my Plate." Retrieved from https://engagemii.com/aeo/brands/lesleychesterman-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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