AI Visibility Scorecard
Wolfgangs Cooling, Heating & Plumbing
cooltouch-az.com · Home & Living
Somewhat visible. AI bots can read Wolfgangs Cooling, Heating & Plumbing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude
#143,511 of 1,375,078 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
0
AI Adoption
iNone detected · 0/100
About Wolfgangs Cooling, Heating & Plumbing
from our crawl and measurement
Wolfgangs Cooling, Heating & Plumbing, based in Tempe, AZ, describes itself simply: "Wolfgangs Cooling, Heating & Plumbing is a family owned and operated HVAC and Plumbing contractor, with over forty years of experience serving the entire East Valley." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (Place, Organization, WebSite) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
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
Weak
No inbound links found yet.
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 5.7/10, Wolfgangs Cooling, Heating & Plumbing has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Did Someone Say Savings?
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Is this your brand?
The exact fixes for Wolfgangs Cooling, Heating & Plumbing
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cooltouch-az
Cite this score: Engagemii (2026). "AEO Score for Wolfgangs Cooling, Heating & Plumbing." Retrieved from https://engagemii.com/aeo/brands/cooltouch-az
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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