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AI Visibility Scorecard
lafrieda.com · Food & Beverage
Somewhat visible. AI bots can read Pat LaFrieda Meat Purveyors, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#133,507 of 1,353,032 in Food & Beverage for AI visibility
5.6
/10
AEO Score
from our crawl and measurement
"Pat LaFrieda is America's most celebrated butcher and supplies prime meat to its greatest restaurants and homes." That is how Pat LaFrieda Meat Purveyors introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.6/10, Pat LaFrieda Meat Purveyors has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Pat LaFrieda Meat Purveyors
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Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lafrieda
Cite this score: Engagemii (2026). "AEO Score for Pat LaFrieda Meat Purveyors." Retrieved from https://engagemii.com/aeo/brands/lafrieda
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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