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AI Visibility Scorecard
Geothermal & HVAC Company
tilsongeo.com · Home & Living
Somewhat visible. AI bots can read Geothermal & HVAC Company, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#318,538 of 1,280,995 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Geothermal & HVAC Company
from our crawl and measurement
Geothermal & HVAC Company is a Seneca, South Carolina business whose own site puts it this way: "Tilson Mechanical is a full service geothermal heating and air conditioning company serving Seneca and the surrounding area." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (LocalBusiness), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 5.1/10, Geothermal & HVAC Company has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Geothermal & HVAC Company
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tilsongeo
Cite this score: Engagemii (2026). "AEO Score for Geothermal & HVAC Company." Retrieved from https://engagemii.com/aeo/brands/tilsongeo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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