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AI visibility score
5.35/ 10Borderline

▲ 0.05 since Nov 2026

Top 5% in E-commerce

As of 2026-11-09 · Engagemii IndexCheck another site →Live terminal →

AI Visibility Scorecard

Monogram Coffee

Monogram Coffee

Unclaimed

monogramcoffee.com · E-commerce

Borderline visible. AI engines can read Monogram Coffee, but Domain Trust, News Mentions and Community are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.

AI engines read this profile 9 times

Claude · Meta AI · Parallel · Perplexity

Top 5% in E-commerce for AI visibility

81

AI Naming Predictability

i

Named sometimes · 81/100

E-commerce average 18

Top 2% of E-commerce

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5.35

AEO Visibility

i

Borderline · 5.35/10

E-commerce average 2.4

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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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35

Muse Index Score

i

AI agent readiness

Transactable · 35/100

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 Monogram Coffee

from our crawl and measurement

Monogram Coffee is a business whose own site puts it this way: "Calgary-based specialty coffee roaster offering a curated range of filter and espresso beans. From everyday chocolatey blends to rare competition-grade Geshas." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.35 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a partly stated business identity and a few credibility markers.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have read this profile 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).

Company ·
Monogram Coffee
Industry ·
E-commerce
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page 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

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

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.

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

-

Not yet measured.

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 5.35/10, Monogram Coffee is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.

Frequently Asked Questions

How many bags would you like in each delivery?

You can always change this later, but it's best to select enough to last until your next shipment. Save 5% 2 (300g bags) Save 10% 3 (300g bags) Save 15% 4 (300g bags) Save 18% 5 (300g bags) Chocolatey Comforts Dreamy Low/No Cafs Fruity Classics Monogram Mixtape Super Funky Adventures

How do you brew your coffee?

Select espresso or filter roast. Espresso Only Filter Only e.g., Drip, Pour Over, French Press A Mix of Both Please Specify Your Mix Drag slider to select quantity. 1 Espresso 1 Filter Continue Chocolatey Comforts Dreamy Low/No Cafs Fruity Classics Monogram Mixtape Super Funky Adventures

Picked for Monogram Coffee: 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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Monogram Coffee lists 127 products, 88 in stock, priced 0.00 to 420.00.

Show all 127 products

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

Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Monogram Coffee." Retrieved from https://engagemii.com/aeo/brands/monogramcoffee

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

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