AI visibility score
4.0/ 10Fair

#203,922 of 738,818 in E-commerce

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

ROAST 808

ROAST 808

Unclaimed

roast808.com · E-commerce

Borderline visible. AI bots can crawl ROAST 808, 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 · Apple Intelligence · ShapBot

#203,922 of 738,818 in E-commerce for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 50% of E-commerce

4

AEO Visibility

i

Borderline · 4/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About ROAST 808

from our crawl and measurement

ROAST 808 describes itself simply: "Roast 808 is a Coffee Roaster located in the suburbs of Chicago, Illinois that specializes sustainably sourced, single origin, small batch, freshly roasted coffee." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

On its own pages the site does well on 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 a partly stated business identity. 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. Beyond that, the domain does not yet read as established, 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. The business dates to 2020.

Industry · E-commerce
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

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

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.

Off-page authority

How the web signals your brand to AI

Backlinks

Good

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, ROAST 808 is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

WHY THE NAME ROAST 808?

Well, it’s the spirituality in us. In numerology, Angel number 808 is one of manifesting abundance. A sign of the importance of aligning our intentions with our higher purpose. And, a number of great power and mystery. We were certain christening this venture with such a meaningful moniker, would be an important, spiritual guide for us, as we began this journey.

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Picked for ROAST 808: 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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ROAST 808 lists 7 products, 7 in stock, priced 25.00 to 26.00.

Show all 7 products

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

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/roast808

Cite this score: Engagemii (2026). "AEO Score for ROAST 808." Retrieved from https://engagemii.com/aeo/brands/roast808

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

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