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AI Visibility Scorecard
MCH Build Design Solutions Ltd
mch-build.com · Home & Living
Somewhat visible. AI bots can read MCH Build Design Solutions Ltd, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#320 of 686,472 in Home & Living for AI visibility
7
/10
AEO Score
About MCH Build Design Solutions Ltd
from mch-build.com
Looking for building contractors in Wellingborough? MCH Build Design Solutions Ltd is your trusted family business for renovations and heritage projects.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Trust
-
Not yet measured.
Entity Presence
-
Not yet measured.
News Mentions
-
Not yet measured.
Community
-
Not yet measured.
-
Not yet measured.
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 7/10, MCH Build Design Solutions Ltd has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MCH Build Design Solutions Ltd
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mch-build
Cite this score: Engagemii (2026). "AEO Score for MCH Build Design Solutions Ltd." Retrieved from https://engagemii.com/aeo/brands/mch-build
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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