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AI Visibility Scorecard

MCONTRAST

MCONTRAST

Unclaimed

mcontrast.com · Home & Living

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

Monitoring for AI engine activity

In the Engagemii AEO index

#140,951 of 1,217,909 in Home & Living for AI visibility

5.6

/10

AEO Score

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About MCONTRAST

from our crawl and measurement

MCONTRAST is a New York City, NY business whose own site puts it this way: "MCONTRAST stands out by providing a unique blend of contemporary contract furniture and acoustic collection, meticulously curated for workplace, hospitality, and education." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure, a few credibility markers and basic crawler access.

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.

The business dates to 2015.

Industry · Home & Living
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

10

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

6

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

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 5.6/10, MCONTRAST has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for MCONTRAST

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MCONTRAST: Home & Living

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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/mcontrast

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

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

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