AI visibility score
6.1/ 10Good

#2,176 of 739,323 in E-commerce

As of 2026-10-24 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Fresh Roasted Coffee

Fresh Roasted Coffee

Unclaimed

freshroastedcoffee.com · E-commerce

Somewhat visible. AI bots can read Fresh Roasted Coffee, but it is missing signals that would get it named ahead of competitors.

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AI engines read this profile 14 times

ChatGPT · Claude · Amazon Alexa · Apple Intelligence

#2,176 of 739,323 in E-commerce for AI visibility

93

AI Naming Predictability

i

AI names companies like this often · 93/100

E-commerce average 18

Top 1% of E-commerce

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6

AEO Visibility

i

Visible · 6.1/10

E-commerce average 4.0

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-

Network Authority

i

Not connected yet

E-commerce average 0.0

0 relationships · E-commerce average 9

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

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 Fresh Roasted Coffee

from our crawl and measurement

Fresh Roasted Coffee describes itself simply: "Family-owned PA roaster since 2011. 100+ specialty coffees roasted fresh to order, plus pods, capsules, and organic teas and botanicals. Free shipping over $50." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 14 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).

Company ·
Fresh Roasted Coffee
Website ·
freshroastedcoffee.com
Industry ·
E-commerce
Location ·
Sunbury, PA
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Oct 24, 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

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.

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

Fair

Social discussion and mentions.

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 6.1/10, Fresh Roasted Coffee has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Fresh Roasted Coffee: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Fresh Roasted Coffee lists 977 products, 824 in stock, priced 1.15 to 479.99.

Show 500 of 977 products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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