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AI Visibility Scorecard

HVAC Company in Spokane, WA

HVAC Company in Spokane, WA

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master-heat.com Β· Home & Living

Borderline visible. AI bots can crawl HVAC Company in Spokane, WA, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#527,088 of 1,244,310 in Home & Living for AI visibility

4.7

/10

AEO Score

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About HVAC Company in Spokane, WA

from our crawl and measurement

HVAC Company in Spokane, WA describes itself simply: "ᐅ MASTER Heating & Cooling provides HVAC repair, installation and maintenance in Spokane, WA. Service for furnaces, AC systems, heat pumps and ductless units. Request an estimate." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry Β· Home & Living
Last scored Β· Aug 6, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

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

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

7

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 4.7/10, HVAC Company in Spokane, WA is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for HVAC Company in Spokane, WA: 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 6, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/master-heat

Cite this score: Engagemii (2026). "AEO Score for HVAC Company in Spokane, WA." Retrieved from https://engagemii.com/aeo/brands/master-heat

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

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