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AI Visibility Scorecard

Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling

Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling

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frost-flame.com · Finance & Insurance

At 0.5/10, Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling 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.

AI engines read this profile 2 times

Claude · Apple Intelligence

#722,873 of 756,371 in Finance & Insurance for AI visibility

0.5

/10

AEO Score

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About Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling

from our crawl and measurement

Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling, based in Addison, Illinois, describes itself simply: "Frost & Flame Heating & Cooling is a full service heating and air conditioning company serving Addison and the surrounding area." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure and a few credibility markers. What holds it back is sitemaps and entity links AI can follow and structured data describing the business.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Finance & Insurance
Last scored · Jul 16, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

0

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

1

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

AI Discoverability

0

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

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 0.5/10, Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on July 16, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/frost-flame

Cite this score: Engagemii (2026). "AEO Score for Air Conditioner & Furnace Repair Frost & Flame Heating & Cooling." Retrieved from https://engagemii.com/aeo/brands/frost-flame

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

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