AI visibility score

4.0/ 10Fair

#873,534 of 1,394,002 in Food & Beverage

As of 2026-10-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Lauren From Scratch

Name: Lauren From Scratch - AI Visibility Score
Creator: Engagemii
Published: 2026-10-02T00:57:54.271Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

feedingourfaces.com · Food & Beverage

Borderline visible. AI bots can crawl Lauren From Scratch, 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.

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In the Engagemii AEO index

#873,534 of 1,394,002 in Food & Beverage for AI visibility

AEO Visibility

Borderline · 4/10

Muse Index Score

AI agent readiness

Agent-ready · 20/100

AI Adoption

None detected · 0/100

About Lauren From Scratch

from our crawl and measurement

Home describes itself simply: "Authentic New Orleans and Cajun recipes made from scratch. Lauren From Scratch shares traditional Louisiana dishes with clear, step-by-step guidance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Food & Beverage

Last scored · Oct 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Good

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

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Lauren From Scratch is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Lauren From Scratch: How-To

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 October 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/feedingourfaces

Cite this score: Engagemii (2026). "AEO Score for Lauren From Scratch." Retrieved from https://engagemii.com/aeo/brands/feedingourfaces

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.