AI visibility score
4.6/ 10Fair

#34,170 of 739,394 in E-commerce

As of 2026-08-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Burnt Mill Brewery

Burnt Mill Brewery

Unclaimed

burntmillbrewery.com · E-commerce

Borderline visible. AI bots can crawl Burnt Mill Brewery, 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 8 times

Claude · Meta AI · Perplexity · ChatGPT

#34,170 of 739,394 in E-commerce for AI visibility

67

AI Naming Predictability

i

Named occasionally · 67/100

E-commerce average 18

Top 4% of E-commerce

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4.6

AEO Visibility

i

Borderline · 4.6/10

E-commerce average 4.0

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.

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20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

E-commerce average 27

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0

AI Adoption

i

None detected · 0/100

E-commerce average 0

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About Burnt Mill Brewery

from our crawl and measurement

"Burnt Mill is a Craft Beer brewing project focused on producing fresh, unfiltered beers from our brewery on a Suffolk farm." That is how Burnt Mill Brewery introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.

On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it. 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, nobody is discussing it where AI engines look and it does not come up on Reddit. 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.

Company ·
Burnt Mill Brewery
Industry ·
E-commerce
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Aug 2, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Fair

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

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

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

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.6/10, Burnt Mill Brewery is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Burnt Mill Brewery: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Burnt Mill Brewery lists 39 products, 38 in stock, priced 3.30 to 45.00.

Show all 39 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Burnt Mill Brewery." Retrieved from https://engagemii.com/aeo/brands/burntmillbrewery

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

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