AI Visibility Scorecard
ESI Heating and Cooling
esiheating.com · Home & Living
Somewhat visible. AI bots can read ESI Heating and Cooling, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#60,312 of 1,375,046 in Home & Living for AI visibility
6
AEO Visibility
iVisible · 6.1/10
48
Muse Index Score
iAI agent readiness
Agent-ready · 48/100
0
AI Adoption
iNone detected · 0/100
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." Its AI visibility score is 6.1 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 (Place, HVACBusiness, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 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.
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 6.1/10, ESI Heating and Cooling has a working base to build on - 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.
Is this your brand?
The exact fixes for ESI Heating and Cooling
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ESI Heating and Cooling.
Source & Attribution
Scored by Engagemii on August 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.
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