AI Visibility Scorecard
felgermechanical.com · Home & Living
Borderline visible. AI bots can crawl Felger Hart, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#227,573 of 1,378,365 in Home & Living for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Home & Living average 5
Top 51% of Home & Living
See what's behind this score →4
-
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 →43
Muse Index Score
iAI agent readiness
Agent-ready · 43/100
Home & Living average 21
See what's behind this score →0
from our crawl and measurement
HVAC And Plumbing Repair Services In Bluffton, IN, based in Bluffton, IN, describes itself simply: "Felger Hart Residential is a full-service heating, cooling & plumbing company in Bluffton. We offer repair, installation & maintenance in Northeastern Indiana." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Place, HVACBusiness, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Fair
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.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Felger Hart is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose Felger Hart Residential?
When it comes to repairing and maintaining your heating, cooling, or plumbing systems, you can depend on Felger Hart Residential Services to deliver reliable and trustworthy solutions every time. At Felger Hart Residential Services, we pride ourselves on our commitment to honesty and integrity.
Why Are They Called Ductless Mini Splits?
They’re called ductless mini splits because they don’t require ductwork and consist of two main components—a compact indoor air handler and an outdoor compressor—connected by refrigerant lines. This “split” design allows for efficient, targeted heating and cooling in specific areas. Read More...
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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.
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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/felgermechanical
Cite this score: Engagemii (2026). "AEO Score for Felger Hart." Retrieved from https://engagemii.com/aeo/brands/felgermechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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