AI Visibility Scorecard
Mechanical Heating and Air of Oregon
mhaoregon.com · Technology
Borderline visible. AI bots can crawl Mechanical Heating and Air of Oregon, 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 6 times
Claude · Meta AI · ShapBot
#1,927,413 of 2,704,683 in Technology for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Technology average 28
Top 49% of Technology
See what's behind this score →4
-
45
Muse Index Score
iAI agent readiness
Transactable · 45/100
Technology average 17
See what's behind this score →0
0
About Mechanical Heating and Air of Oregon
from our crawl and measurement
Mechanical Heating and Air of Oregon is a business whose own site puts it this way: "Pick up mhaoregon.com on ExpiredDomains.com, Afternic / GoDaddy, listed at $195, escrow-protected transfer in 24 hours." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (Product, BreadcrumbList, FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- Mechanical Heating and Air of Oregon
- Website ·
- mhaoregon.com
- Industry ·
- Technology
- Location ·
- Eugene, Oregon
- Site status ·
- Live
- Last scored ·
- Jul 10, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 read your site and name it in answers. At 3.6/10, Mechanical Heating and Air of Oregon is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why GoDaddy?
As the world's largest domain registrar with over 20 million customers, GoDaddy manages more than 84 million domains, offering a robust platform with 24/7 customer support and a wide range of TLDs. Its user-friendly interface and comprehensive services, including hosting and website builders, make it ideal for businesses seeking an all-in-one solution.
Is this your brand?
The exact fixes for Mechanical Heating and Air of Oregon
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Mechanical Heating and Air of Oregon.
Source & Attribution
Scored by Engagemii on July 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mhaoregon
Cite this score: Engagemii (2026). "AEO Score for Mechanical Heating and Air of Oregon." Retrieved from https://engagemii.com/aeo/brands/mhaoregon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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