AI Visibility Scorecard
Pescadero Seafood & Oyster Bar
pescaderofish.com · Food & Beverage
Borderline visible. AI bots can crawl Pescadero Seafood & Oyster Bar, 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 · ShapBot
#75,396 of 1,391,678 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 →4
-
Network Authority
iNot connected yet
Food & Beverage average 0.0
0 relationships · Food & Beverage average 2
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Food & Beverage average 18
See what's behind this score →0
About Pescadero Seafood & Oyster Bar
from our crawl and measurement
"Pescadero is an industrial-chic seafood and oyster bar located in downtown Wilmette. The restaurant features a carefully curated menu of fresh oysters, wood-grilled fish, and eclectic." That is how Pescadero Seafood & Oyster Bar of Wilmette, IL introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Restaurant, WebSite), an llms.txt file for AI models and a sitemap.
By its own structured data it is a restaurant business.
- Company ·
- Pescadero Seafood & Oyster Bar
- Website ·
- pescaderofish.com
- Industry ·
- Food & Beverage
- Location ·
- Chicago, Illinois
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 read your site and name it in answers. At 4.2/10, Pescadero Seafood & Oyster Bar is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pescadero Seafood & Oyster Bar
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pescaderofish
Cite this score: Engagemii (2026). "AEO Score for Pescadero Seafood & Oyster Bar." Retrieved from https://engagemii.com/aeo/brands/pescaderofish
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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