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AI Visibility Scorecard

Friendlytopia Cafe, Buyer wanted

Friendlytopia Cafe, Buyer wanted

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friendlytopia.com · Food & Beverage

At 2.4/10, Friendlytopia Cafe, Buyer wanted is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 3 times

Meta AI · Claude

#1,245,403 of 1,354,884 in Food & Beverage for AI visibility

2.4

/10

AEO Score

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About Friendlytopia Cafe, Buyer wanted

from our crawl and measurement

Friendlytopia Cafe, Buyer wanted is a business whose own site puts it this way: "We offer a wide variety and have the best coffee in town!." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.4 out of 10.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · Food & Beverage
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 2.4/10, Friendlytopia Cafe, Buyer wanted is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Friendlytopia Cafe, Buyer wanted

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Friendlytopia Cafe, Buyer wanted: 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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Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Friendlytopia Cafe, Buyer wanted." Retrieved from https://engagemii.com/aeo/brands/friendlytopia

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

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