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AI Visibility Scorecard

Luke Martin Siding & Exteriors | Exterior Construction | Remodeling
  quotesArtboard 1

Luke Martin Siding & Exteriors | Exterior Construction | Remodeling quotesArtboard 1

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lancastersiding.com · Home & Living

Borderline visible. AI bots can crawl Luke Martin Siding & Exteriors | Exterior Construction | Remodeling quotesArtboard 1, 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

#582,299 of 1,238,721 in Home & Living for AI visibility

4.6

/10

AEO Score

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About Luke Martin Siding & Exteriors | Exterior Construction | Remodeling quotesArtboard 1

from our crawl and measurement

Luke Martin Siding & Exteriors describes itself simply: "Luke Martin Siding & Exteriors offers all tpes of exterior construction and remodeling for residential and commercial customers." 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, a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Off the page, other sites link to it. Beyond that, the domain does not yet read as established, 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 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

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

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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 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 4.6/10, Luke Martin Siding & Exteriors | Exterior Construction | Remodeling quotesArtboard 1 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 Luke Martin Siding & Exteriors | Exterior Construction | Remodeling quotesArtboard 1: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Luke Martin Siding & Exteriors | Exterior Construction | Remodeling quotesArtboard 1." Retrieved from https://engagemii.com/aeo/brands/lancastersiding

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

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