AI VISIBILITY SCOREAS OF 2026-08-07 · ENGAGEMII INDEX
7.5/ 10

▲ 1.5 since Jun 2026

#41 OF 1,393,425 IN FOOD & BEVERAGE

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Free to Feed

Free to Feed

Unclaimed

freetofeed.com · Food & Beverage

Well-positioned for AI search. The breakdown below shows where Free to Feed is still leaving points on the table.

AI engines read this profile 66 times

Meta AI · Apple Intelligence · Claude · Perplexity

#41 of 1,393,425 in Food & Beverage for AI visibility

8

AEO Visibility

i

Visible · 7.5/10

35

Muse Index Score

i

AI agent readiness

Basic · 35/100

0

AI Adoption

i

None detected · 0/100

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About Free to Feed

from our crawl and measurement

"Free to Feed's mission is to empower parents with the tools and knowledge to safely manage infant food allergies, ensuring every child thrives." That is how Free to Feed introduces itself. Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.

Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2018.

Industry · Food & Beverage
Last scored · Aug 7, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

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

Good

Social discussion and mentions.

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 7.5/10, Free to Feed has a working base to build on - fixable, and the signals above are where to start.

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Picked for Free to Feed: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Free to Feed." Retrieved from https://engagemii.com/aeo/brands/freetofeed

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

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