AI Visibility Scorecard
McCullough Heating, Air Conditioning & Plumbing |
coolmenow.com · Home & Living
Somewhat visible. AI bots can read McCullough Heating, Air Conditioning & Plumbing |, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
ChatGPT · Claude
#10,897 of 1,374,108 in Home & Living for AI visibility
7
AEO Visibility
iVisible · 6.6/10
60
Muse Index Score
iAI agent readiness
Agent-ready · 60/100
0
AI Adoption
iNone detected · 0/100
About McCullough Heating, Air Conditioning & Plumbing |
from our crawl and measurement
McCullough Heating, Air Conditioning & Plumbing, based in Austin, TX, describes itself simply: "McCullough provides top-rated air conditioning, heating, and plumbing services throughout the Austin area. Schedule services by calling or booking online." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (BreadcrumbList, LocalBusiness, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 6.6/10, McCullough Heating, Air Conditioning & Plumbing | has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Does McCullough Heating, Air Conditioning & Plumbing offer plumbing services?
Yes! McCullough Heating, Air Conditioning & Plumbing now offers full plumbing services in Austin, TX and surrounding areas, including plumbing repair, drain cleaning, water heater installation, leak detection, and emergency plumbing — in addition to our long-standing HVAC services.
Is McCullough Heating, Air Conditioning & Plumbing open 24/7?
Yes, McCullough Heating, Air Conditioning & Plumbing is open 24 hours a day, 7 days a week, including holidays, to handle HVAC and plumbing emergencies in the Austin, TX area.
What areas does McCullough Heating, Air Conditioning & Plumbing serve?
McCullough serves the greater Austin, TX metro area including Austin, Cedar Park, Round Rock, Georgetown, Leander, Lakeway, Westlake, West Lake Hills, Dripping Springs, Pflugerville, Steiner Ranch, Barton Creek, Northwest Hills, Tarrytown, Rollingwood, River Place, Sun City, and many more communities.
How long has McCullough Heating, Air Conditioning & Plumbing been in business?
McCullough Heating, Air Conditioning & Plumbing has been serving the Austin, TX area since 1977 — nearly 50 years as a locally owned and operated company.
Does McCullough offer financing for HVAC and plumbing services?
Yes, McCullough offers 0% financing for up to 72 months with approved credit, as well as manufacturer rebates of up to $2,650 on qualifying equipment.
Is this your brand?
The exact fixes for McCullough Heating, Air Conditioning & Plumbing |
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coolmenow
Cite this score: Engagemii (2026). "AEO Score for McCullough Heating, Air Conditioning & Plumbing |." Retrieved from https://engagemii.com/aeo/brands/coolmenow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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