▼ 0.4 since Jun 2026
#148,881 OF 1,341,834 IN HOME & LIVING
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AI Visibility Scorecard
Aaron Mechanical Houston Air Conditioning & Heating
aaronmechanical.com · Home & Living
Somewhat visible. AI bots can read Aaron Mechanical Houston Air Conditioning & Heating, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#148,881 of 1,341,834 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Aaron Mechanical Houston Air Conditioning & Heating
from our crawl and measurement
"Local family-owned HVAC company since 1978. Licensed. Insured. Warranty. Financing. Residential & Commercial Air Conditioning & Heating. Call 281.540.4822 Today." That is how Aaron Mechanical Houston Air Conditioning & Heating of Humble, TX introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.6/10, Aaron Mechanical Houston Air Conditioning & Heating has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Aaron Mechanical Houston Air Conditioning & Heating
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aaronmechanical
Cite this score: Engagemii (2026). "AEO Score for Aaron Mechanical Houston Air Conditioning & Heating." Retrieved from https://engagemii.com/aeo/brands/aaronmechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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