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AI Visibility Scorecard

Mechanical and Electrical Contractors

Mechanical and Electrical Contractors

Unclaimed

luntstone.com · Home & Living

Borderline visible. AI bots can crawl Mechanical and Electrical Contractors, 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

#880,374 of 1,232,919 in Home & Living for AI visibility

3.8

/10

AEO Score

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About Mechanical and Electrical Contractors

from our crawl and measurement

"Luntstone is a UK award-winning Electrical & Mechanical contractor, delivering design, manufacturing, installation, commissioning and maintenance services." That is how Mechanical and Electrical Contractors of Flint, Flintshire introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

Our crawl found structured data on the page (GeneralContractor, HomeAndConstructionBusiness, ProfessionalService) and a readable heading structure. It is missing an llms.txt file and a sitemap.

Industry · Home & Living
Last scored · Aug 15, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

9

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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, Mechanical and Electrical Contractors is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Mechanical and Electrical Contractors

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Mechanical and Electrical Contractors: 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 15, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Mechanical and Electrical Contractors." Retrieved from https://engagemii.com/aeo/brands/luntstone

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

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