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AI Visibility Scorecard

HEADWIND

HEADWIND

Unclaimed

headwindhvac.com · Food & Beverage

AI engines read this profile 4 times

Amazon Alexa · Claude · Apple Intelligence

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AEO Visibility

i

Not scored · -/10

35

Muse Index Score

i

AI agent readiness

Basic · 35/100

0

AI Adoption

i

None detected · 0/100

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About HEADWIND

from our crawl and measurement

"Serving residents and business owners in Ontario and throughout the Sea to Sky corridor, I pride myself on doing good work at affordable prices." That is how HEADWIND of Squamish, BC introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.

AI crawlers have visited the site once in our tracking, so the engines are already looking.

Industry · Food & Beverage
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

9

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

8

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

-

Not yet measured.

Domain Authority

-

Not yet measured.

Reference Presence

-

Not yet measured.

News & Press

-

Not yet measured.

Community

-

Not yet measured.

Social Mentions

-

Not yet measured.

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.

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Picked for HEADWIND: AEO & AI Search

What is AEO? The beginner's guide to Answer Engine Optimization

ChatGPT answered 200 million questions last month. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.

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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/headwindhvac

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

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

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