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AI Visibility Scorecard

freak & frog

freak & frog

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freakandfrog.com · Food & Beverage

Borderline visible. AI bots can crawl freak & frog, 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.

AI engines read this profile 2 times

Claude · Meta AI

#410,648 of 1,351,800 in Food & Beverage for AI visibility

4.9

/10

AEO Score

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About freak & frog

from our crawl and measurement

"Das junge Label freak&frog | Interior ist Leidenschaft für Stoffe pur! - und steht für das besondere Etwas und exklusive textile Accessoires." That is how freak & frog of Lübeck, SH introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.

On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.

Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

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

Industry · Food & Beverage
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

5

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 4.9/10, freak & frog is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for freak & frog

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for freak & frog: 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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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for freak & frog." Retrieved from https://engagemii.com/aeo/brands/freakandfrog

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

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