Mackenzie Filson

Name: Mackenzie Filson - AI Visibility Score
Creator: Engagemii
Published: 2026-06-28T06:25:55.687Z
License: https://creativecommons.org/licenses/by/4.0/

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AEO Score: 4/10

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In the Engagemii AEO index

mackfilson.com

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. Two-thirds of websites are invisible to them. Mackenzie Filson just got measured.

4/10 means Mackenzie Filson is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About Mackenzie Filson

Mackenzie Filson Open Menu Close Menu Open Menu Close Menu about contact newsletter Mackenzie Filson about contact newsletter View fullsize Mackenzie Filson is a food & beverage journalist based in Los Angeles.

Details

Industry: Food & Beverage

mackfilson.com

AI Visibility Breakdown

Structured Data

Content Structure

Entity Clarity

E-E-A-T Signals

Technical AEO

AI Discoverability

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Exact fixes: robots.txt, schema, llms.txt

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AI bot crawls from ChatGPT, Claude, Perplexity, Gemini

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Picked for Mackenzie Filson: 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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