AI visibility score

3.8/ 10Weak

#1,081,268 of 1,374,178 in Home & Living

As of 2026-08-10 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

MD Sash Windows London

Name: MD Sash Windows London - AI Visibility Score
Creator: Engagemii
Published: 2026-08-10T07:30:00.446Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

mdsashwindows.com · Home & Living

Borderline visible. AI bots can crawl MD Sash Windows London, 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 1 times

Claude

#1,081,268 of 1,374,178 in Home & Living for AI visibility

AEO Visibility

Near-invisible · 3.8/10

Muse Index Score

AI agent readiness

Not agent-ready · 0/100

AI Adoption

None detected · 0/100

About MD Sash Windows London

from our crawl and measurement

MD Sash Windows London describes itself simply: "MD Sash Windows and Building Service is a London-based company offering professional repairs, replacements, refurbishments, and double glazing for sash windows." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Home & Living

Last scored · Aug 10, 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

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

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 3.8/10, MD Sash Windows London 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 MD Sash Windows London: 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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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for MD Sash Windows London." Retrieved from https://engagemii.com/aeo/brands/mdsashwindows

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