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AI Visibility Scorecard

Thinking Chocolate

Thinking Chocolate

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thinkingchocolate.com · Media & Entertainment

Somewhat visible. AI bots can read Thinking Chocolate, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#181,538 of 1,877,207 in Media & Entertainment for AI visibility

6

/10

AEO Score

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About Thinking Chocolate

from our crawl and measurement

"Est. 2008 - Edinburgh Chocolate Maker, Nadia Williams runs a range of chocolate making workshops and corporate events, as well as bespoke chocolate and celebration cake commissions from." That is how Thinking Chocolate introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure and a few credibility markers. What holds it back is structured data describing the business.

Industry · Media & Entertainment
Last scored · Jul 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

8

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 6/10, Thinking Chocolate has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Thinking Chocolate

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Thinking Chocolate: 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 July 10, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Thinking Chocolate." Retrieved from https://engagemii.com/aeo/brands/thinkingchocolate

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

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