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AI Visibility Scorecard

Johnstone Supply The Founders Group

Johnstone Supply The Founders Group

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johnstonefg.com · Media & Entertainment

Somewhat visible. AI bots can read Johnstone Supply The Founders Group, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#714,407 of 1,887,208 in Media & Entertainment for AI visibility

5.1

/10

AEO Score

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About Johnstone Supply The Founders Group

from our crawl and measurement

Johnstone Supply The Founders Group describes itself simply: "Trusted HVAC supplier since 1953, offering 300+ brands, expert support, and training for contractors. Discover our rewards, tools, and online shopping options today." Its AI visibility score is 5.1 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. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

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.

It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1953.

Industry · Media & Entertainment
Last scored · Jul 31, 2026
Employees · 51-200
Founded · 1953

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

8

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

7

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

AI Discoverability

8

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 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 5.1/10, Johnstone Supply The Founders Group has a working base to build on - fixable, and the signals above are where to start.

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Picked for Johnstone Supply The Founders Group: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Johnstone Supply The Founders Group." Retrieved from https://engagemii.com/aeo/brands/johnstonefg

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

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