AI visibility score
3.5/ 10Weak

#46,041 of 738,519 in E-commerce

As of 2026-09-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

COCONAMA CHOCOLATE

COCONAMA CHOCOLATE

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coconama.com · E-commerce

Borderline visible. AI bots can crawl COCONAMA CHOCOLATE, 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 2 times

Claude

#46,041 of 738,519 in E-commerce for AI visibility

12

AI Naming Predictability

i

Named occasionally · 12/100

More likely to be named than 96% of E-commerce companies

4

AEO Visibility

i

Near-invisible · 3.5/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About COCONAMA CHOCOLATE

from our crawl and measurement

COCONAMA CHOCOLATE is a business whose own site puts it this way: "All natural, Gluten free, Nut free chocolate (Dairy free optional)." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

Industry · E-commerce
Last scored · Sep 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

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

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.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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 3.5/10, COCONAMA CHOCOLATE 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 COCONAMA 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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COCONAMA CHOCOLATE lists 84 products, 80 in stock, priced 1.85 to 131.94.

Show all 84 products

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

Source & Attribution

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

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

Cite this score: Engagemii (2026). "AEO Score for COCONAMA CHOCOLATE." Retrieved from https://engagemii.com/aeo/brands/coconama

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

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