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AI Visibility Scorecard

Welcome to Ray Mac Construction Siding & Windows!

Welcome to Ray Mac Construction Siding & Windows!

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raymacconstructioninc.com · Home & Living

At 2.7/10, Welcome to Ray Mac Construction Siding & Windows! is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#764,638 of 807,064 in Home & Living for AI visibility

2.7

/10

AEO Score

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About Welcome to Ray Mac Construction Siding & Windows!

from our crawl and measurement

Welcome to Ray Mac Construction Siding & Windows! works in Home & Living. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

Industry · Home & Living
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

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 2.7/10, Welcome to Ray Mac Construction Siding & Windows! is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Welcome to Ray Mac Construction Siding & Windows!

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Welcome to Ray Mac Construction Siding & Windows!." Retrieved from https://engagemii.com/aeo/brands/raymacconstructioninc

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

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