AI visibility score
4.6/ 10Fair

#32,054 of 1,392,779 in Food & Beverage

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

AI Visibility Scorecard

Bonefrog Coffee

Bonefrog Coffee

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bonefrogcoffee.com · Food & Beverage

Borderline visible. AI bots can crawl Bonefrog Coffee, 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.

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AI engines read this profile 15 times

Meta AI · Claude · Apple Intelligence · ShapBot

#32,054 of 1,392,779 in Food & Beverage for AI visibility

3

AI Naming Predictability

i

Rarely named · 3/100

More likely to be named than 97% of Food & Beverage companies

5

AEO Visibility

i

Borderline · 4.6/10

40

Muse Index Score

i

AI agent readiness

Transactable · 40/100

0

AI Adoption

i

None detected · 0/100

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About Bonefrog Coffee

from our crawl and measurement

"Tribute blends honoring the Brotherhood of US Navy SEALs and all who serve. Premium organically grown Arabica, roasted fresh. A portion of every purchase gives back." That is how Bonefrog Coffee of Redmond introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.

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

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Fair

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

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 4.6/10, Bonefrog Coffee is crawlable but under-signaled - 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 Bonefrog Coffee: 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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Bonefrog Coffee lists 144 products, 141 in stock, priced 0.00 to 76.00.

Show all 144 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/bonefrogcoffee

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

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

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