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AI Visibility Scorecard

Cutting Edge Design

Cutting Edge Design

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cedstudio10b.com · Home & Living

Borderline visible. AI bots can crawl Cutting Edge Design, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#412,963 of 791,161 in Home & Living for AI visibility

4.4

/10

AEO Score

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About Cutting Edge Design

from our crawl and measurement

Cutting Edge Design is a business whose own site puts it this way: "Uncompromising Quality, Individual Style, Inspired Design. The key to exceptional design is attention to detail. Exceptional design makes kitchens, bathrooms, mudrooms and other spaces work." When AI engines look at it, they find little to work with. It scores 4.4 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 a partly stated business identity. What holds it back is structured data describing the business, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

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.

Industry · Home & Living
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

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 4.4/10, Cutting Edge Design is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Cutting Edge Design: Home & Living

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Source & Attribution

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

Source URL: https://engagemii.com/aeo/brands/cedstudio10b

Cite this score: Engagemii (2026). "AEO Score for Cutting Edge Design." Retrieved from https://engagemii.com/aeo/brands/cedstudio10b

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

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