⚡ This is your brand? Claim your page FREE and bring it to life on AI search.

AI Visibility Scorecard

Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more

Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more

Unclaimed

liheatingguy.com · Home & Living

Borderline visible. AI bots can crawl Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more, 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.

AI engines read this profile 1 times

Claude

#649,192 of 1,244,256 in Home & Living for AI visibility

4.4

/10

AEO Score

Share

About Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more

from our crawl and measurement

Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more describes itself simply: "Gas furnace, oil burner or air conditioning system." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on a workable page structure. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Home & Living
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

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 4.4/10, Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

Already have an account? Sign in

Picked for Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more.

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Heating, Air Conditioning Repair, oil tank installation, boiler Installation Services and much more." Retrieved from https://engagemii.com/aeo/brands/liheatingguy

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

Powered by Engagemii - The Answer Engine Optimization (AEO) Platform