AI Visibility Scorecard
Foss Heating and Cooling
fossheating.com · Home & Living
Borderline visible. AI bots can crawl Foss Heating and Cooling, 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 13 times
Meta AI · Claude · Apple Intelligence · ShapBot
#28,515 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Foss Heating and Cooling
from our crawl and measurement
Foss Heating and Cooling is a Mount Vernon, WA business whose own site puts it this way: "Contact the #1 HVAC company in Mount Vernon, WA. Foss Heating & Cooling has been servicing the Skagit Valley area since 1974." When AI engines look at it, they find little to work with. It scores 4.2 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.2/10, Foss Heating and Cooling is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Do I Know When It’s Time to Buy a New Furnace?
March 24, 2025 Nobody wants a problem with their furnace—but even the most efficient systems have to be replaced at some point.
Is this your brand?
The exact fixes for Foss Heating and Cooling
Which AI engines already crawl you
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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 portalFree signup unlocks the full article plus your personalized AEO fix list for Foss Heating and Cooling.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fossheating
Cite this score: Engagemii (2026). "AEO Score for Foss Heating and Cooling." Retrieved from https://engagemii.com/aeo/brands/fossheating
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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