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AI Visibility Scorecard

From Butter With Love [tm]

From Butter With Love [tm]

Unclaimed
⚠ Identity mismatch

· Food & Beverage

Borderline visible. AI bots can crawl From Butter With Love [tm], 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

Meta AI

#997,788 of 1,350,138 in Food & Beverage for AI visibility

3.4

/10

AEO Score

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About From Butter With Love [tm]

from our crawl and measurement

From Butter With Love [tm] operates out of Jacksonville, FL in the Food & Beverage space. When AI engines look at it, they find little to work with. It scores 3.4 out of 10.

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

AI crawlers have visited once in our tracking, including Meta AI. By its own structured data it is a restaurant business.

Industry · Food & Beverage
Last scored · Aug 3, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 3.4/10, From Butter With Love [tm] is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for From Butter With Love [tm]

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for From Butter With Love [tm]: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 3, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for From Butter With Love [tm]." Retrieved from https://engagemii.com/aeo/brands/briecakes

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

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