AI VISIBILITY SCOREAS OF 2026-08-08 · ENGAGEMII INDEX
5.9/ 10

▲ 0.9 since Jun 2026

#118,088 OF 932,312 IN EDUCATION

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

RoofSource LLC

RoofSource LLC

Unclaimed

roofsource.com · Education

Somewhat visible. AI bots can read RoofSource LLC, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#118,088 of 932,312 in Education for AI visibility

6

AEO Visibility

i

Borderline · 5.9/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

0

AI Adoption

i

None detected · 0/100

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About RoofSource LLC

from our crawl and measurement

RoofSource LLC describes itself simply: "Our building envelope specialists offer roof assessments, product and warranty selections, specification designs and budget considerations in the Southwest." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.

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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2013.

Industry · Education
Last scored · Aug 8, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

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 5.9/10, RoofSource LLC has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

How do we help clients select the best building materials?

We consult with architects and building stakeholders to find the most suitable building materials for commercial roofing projects.

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Picked for RoofSource LLC: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for RoofSource LLC." Retrieved from https://engagemii.com/aeo/brands/roofsource

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

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