AI Visibility Scorecard
ESI Heating and Cooling
esiheating.com · Home & Living
At 2.72/10, ESI Heating and Cooling is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Trust, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 7 times
Claude · Meta AI · Parallel
Top 10% in Home & Living for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Home & Living average 5
Top 7% of Home & Living
See what's behind this score →2.72
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →48
Muse Index Score
iAI agent readiness
Agent-ready · 48/100
Home & Living average 21
See what's behind this score →0
About ESI Heating and Cooling
from our crawl and measurement
ESI Heating and Cooling is a Portland, MI business whose own site puts it this way: "Experience comfort when you turn to ESI Heating and Cooling for any HVAC repairs, maintenance, replacement, or installation services! We're here for you." When AI engines look at it, they find little to work with. It scores 2.72 out of 10.
Our crawl found structured data on the page (Place, HVACBusiness, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- ESI Heating and Cooling
- Website ·
- esiheating.com
- Industry ·
- Home & Living
- Location ·
- Portland, MI
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Good
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.72/10, ESI Heating and Cooling is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
GEOTHERMAL HEATING?
Lower operating costs: Savings up to 70 percent. Safe and clean: No fossil fuels, odors, or carbon monoxide to worry about. Comfortable: Gone are the uneven temperatures you can find with ordinary furnaces. Flexible: No matter your home size or location you have many options for your closed loop location or water discharge.
How Do Air Purifiers and Air Filters Work?
07/30/2026 Most homes are well-insulated, helping your heating and cooling system run more efficiently. A tightly sealed home prevents conditioned air from escaping, allowing your home to maintain a consistent temperature for longer periods. That means your air conditioner (AC), furnace, or heat pump can run less to keep you comfortable.
What Should I Set My Thermostat to for Comfort and Savings?
07/15/2026 Thermostats are small but mighty. Consider, for example, the tiny temperature box on the wall in your Portland, MI, home. It turns your temperature preferences into pure comfort during hot summers and frosty winters, all while keeping skyrocketing energy bills at bay.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for ESI Heating and Cooling.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/esiheating
Cite this score: Engagemii (2026). "AEO Score for ESI Heating and Cooling." Retrieved from https://engagemii.com/aeo/brands/esiheating
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform