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AI VISIBILITY SCOREAS OF 2026-08-03 · ENGAGEMII INDEX
5.3/ 10

#159,619 OF 735,925 IN E-COMMERCE

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

Iron House Coffee Supply

Iron House Coffee Supply

Unclaimed

· E-commerce

Somewhat visible. AI bots can read Iron House Coffee Supply, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Meta AI · Claude

#159,619 of 735,925 in E-commerce for AI visibility

5

AEO Visibility

i

Borderline · 5.3/10

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

0

AI Adoption

i

None detected · 0/100

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About Iron House Coffee Supply

from our crawl and measurement

"Iron House Coffee Supply offers a variety of gourmet coffee blends, single-origin selections, and premium coffee accessories." That is how Iron House Coffee Supply introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

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

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · E-commerce
Last scored · Aug 3, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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 5.3/10, Iron House Coffee Supply has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Which roasts have high caffeine content?

Now, let's talk about caffeine. Contrary to popular belief, dark roast coffee beans have slightly less caffeine than light roasted coffee beans. Caffeine is lost during the roasting process. So the longer the bean is roasted, the less caffeine it will have. That being said, the difference in caffeine content between light and dark roast coffees is not that significant.

Which one is healthy?

In terms of health benefits, there is no clear winner. Both light and dark roast coffee beans have their own unique health benefits. For example, light-roast coffee beans have higher levels of antioxidants. Antioxidants are essential for protecting our cells from damage and preventing chronic diseases. On the other hand, dark roast coffee beans have higher levels of polyphenols.

How can I predict how a roast will taste?

The best way to find out how a particular coffee tastes is to try it yourself. But there are a few factors you can keep in mind that will help you predict the flavor of a coffee before you even take a sip. The roast The roast is the most critical factor in determining the flavor of a coffee. As we mentioned earlier, the longer the beans are roasted, the darker they will become, and the bolder the flavor.

Why do some roasts taste bitter?

If you've ever had a bitter coffee, it's likely because the beans were over-roasted. When coffee beans are over-roasted, they can develop a burnt flavor. This is because the beans are exposed to too much heat for too long, which causes them to break down and release their oils. These oily surfaces can give the coffee a burnt flavor and a bitter taste.

Why do some roasts taste sweet?

The answer to this question has to do with the Maillard reaction. The Maillard reaction is a chemical reaction that occurs between amino acids and sugars. This reaction is responsible for the browning of food. When coffee beans are roasted, the Maillard reaction is what gives them their dark brown color. This reaction also produces a variety of compounds that can contribute to the flavor of the coffee.

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Picked for Iron House Coffee Supply: 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 August 3, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Iron House Coffee Supply." Retrieved from https://engagemii.com/aeo/brands/brewkoffee

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

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