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AI visibility score
1.63/ 10Near-invisible

▲ 0.03 since Nov 2026

As of 2026-11-08 · Engagemii IndexCheck another site →Live terminal →

AI Visibility Scorecard

Room Choco (るーむちょこ)

Room Choco (るーむちょこ)

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ncchoco.com · Food & Beverage

At 1.63/10, Room Choco (るーむちょこ) is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.

AI engines read this profile 3 times

Claude

3

AI Naming Predictability

i

Rarely named · 3/100

Food & Beverage average 12

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1.63

AEO Visibility

i

Near-invisible · 1.63/10

Food & Beverage average 1.7

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.

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25

Muse Index Score

i

AI agent readiness

Basic · 25/100

Food & Beverage average 18

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0

AI Adoption

i

None detected · 0/100

Food & Beverage average 0

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About Room Choco (るーむちょこ)

from our crawl and measurement

Room Choco (るーむちょこ) is a business whose own site puts it this way: "2024年10月30日2025年7月26日 主婦のおすすめ 性別を問わない美しい【くじらのデザイン】【出産準備】【トイトレ】ドイツ生まれのkindsgut(キンズグート) モットーは「家族を幸せに!」kindsgut(キンズグート)ってどんな会社? キンズグートは2017年にドイツのベルリンで 生まれたベビー・キッズブランドです。ハイクオリ." When AI engines look at it, they find little to work with. It scores 1.63 out of 10.

On its own pages the site does well on crawler access and the files AI engines look for. It is passable on some structured data and a partly stated business identity. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, 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. None of that can be fixed on the page: it has to be earned.

There is not much on the page to read either, about 132 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Company ·
Room Choco (るーむちょこ)
Website ·
ncchoco.com
Industry ·
Food & Beverage
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Nov 8, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Fair

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

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 read your site and name it in answers. At 1.63/10, Room Choco (るーむちょこ) is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Picked for Room Choco (るーむちょこ): 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 November 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Room Choco (るーむちょこ)." Retrieved from https://engagemii.com/aeo/brands/ncchoco

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

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