AI visibility score
4.7/ 10Fair

#16,831 of 1,392,203 in Food & Beverage

As of 2026-08-06 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Backlot Coffee

Backlot Coffee

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backlotcoffee.com · Food & Beverage

Borderline visible. AI bots can crawl Backlot 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 · Perplexity · Claude · Apple Intelligence

#16,831 of 1,392,203 in Food & Beverage for AI visibility

5

AI Naming Predictability

i

Rarely named · 5/100

Top 3% of Food & Beverage

5

AEO Visibility

i

Borderline · 4.7/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Backlot Coffee

from our crawl and measurement

"Backlot Coffee, a community coffeehouse in Evanston, IL, Old Irving Park (Chicago) and Lincoln Square (Chicago)." That is how Backlot Coffee introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.

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

Industry · Food & Beverage
Last scored · Aug 6, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

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

Fair

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

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 4.7/10, Backlot 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 Backlot 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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Backlot Coffee lists 32 products, 32 in stock, priced 0.00 to 64.00.

Show all 32 products

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

Source & Attribution

Scored by Engagemii on August 6, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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