AI visibility score
3.00/ 10Near-invisible

Top 25% in E-commerce

As of 2026-11-07 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Cool Beans LBI

Cool Beans LBI

Unclaimed

coolbeanslbi.com · E-commerce

At 3.00/10, Cool Beans LBI is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.

AI engines read this profile 7 times

Meta AI · Claude · Perplexity · Parallel

Top 25% in E-commerce for AI visibility

44

AI Naming Predictability

i

Rarely named · 44/100

E-commerce average 18

Top 14% of E-commerce

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3.00

AEO Visibility

i

Near-invisible · 3.00/10

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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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 Cool Beans LBI

from our crawl and measurement

"We are a small, mom-pop coffee shop that offers hand roasted coffees in a variety of flavors, caffeinated and decaffeinated." That is how Cool Beans LBI introduces itself. When AI engines look at it, they find little to work with. It scores 3.00 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 read this profile 7 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and PerplexityBot.

Company ·
Cool Beans LBI
Industry ·
E-commerce
Location ·
Beach Haven, NJ
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Nov 7, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Good

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.

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 3.00/10, Cool Beans LBI is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

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Picked for Cool Beans LBI: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Cool Beans LBI lists 47 products, 41 in stock, priced 3.25 to 60.00.

Show all 47 products

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

Source & Attribution

Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Cool Beans LBI." Retrieved from https://engagemii.com/aeo/brands/coolbeanslbi

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

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