AI visibility score
4.5/ 10Fair

▲ 0.5 since Jun 2026

#393,049 of 793,094 in Finance & Insurance

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

AI Visibility Scorecard

Vermont Coffee Roasters

Vermont Coffee Roasters

Unclaimed

bigjayroasting.com · Finance & Insurance

Borderline visible. AI bots can crawl Vermont Coffee Roasters, 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 7 times

Meta AI · Claude · Apple Intelligence

#393,049 of 793,094 in Finance & Insurance for AI visibility

5

AEO Visibility

i

Borderline · 4.5/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Vermont Coffee Roasters

from our crawl and measurement

Vermont Coffee Roasters describes itself simply: "Welcome to Big Jay Roasting Co., Vermont. Big Jay is dedicated to roasting and selling the freshest organic coffees from around the world." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.

On the page it is passable on a workable page structure and basic crawler access. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.

Off the page, other sites link to it. There is some, but not much, sign that it barely surfaces on Reddit. 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 and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Finance & Insurance
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

Fair

Clear headings and answer-style content.

Entity Clarity

Weak

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

Fair

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.5/10, Vermont Coffee Roasters is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Vermont Coffee Roasters: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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