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AI Visibility Scorecard

MashRoom Cafe

MashRoom Cafe

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mashroomcafe.com · Food & Beverage

Borderline visible. AI bots can crawl MashRoom Cafe, 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 1 times

Claude

#1,129,779 of 1,712,907 in Food & Beverage for AI visibility

3.8

/10

AEO Score

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About MashRoom Cafe

from our crawl and measurement

MashRoom Cafe is a business whose own site puts it this way: "MashRoom Cafeは、全てのサービスを終了いたしました。 これまでのご愛顧、誠にありがとうございました。 以降のお問い合わせにつきましては、下記の「株式会社ソニー・クリエイティブプロダクツ」の お問い合わせ窓口よりご連絡ください。 https://www.scp.co.jp/contact/ © Sony Creative Products Inc." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.

The page falls short on structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 11 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

1

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

1

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

AI Discoverability

1

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

3

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 3.8/10, MashRoom Cafe is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for MashRoom Cafe

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MashRoom Cafe: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for MashRoom Cafe." Retrieved from https://engagemii.com/aeo/brands/mashroomcafe

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

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