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AI Visibility Scorecard
Franklin Heating Cooling and Refrigeration, Inc.
franklinheating.com · Home & Living
Somewhat visible. AI bots can read Franklin Heating Cooling and Refrigeration, Inc., but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#316,806 of 1,244,256 in Home & Living for AI visibility
5.1
/10
AEO Score
About Franklin Heating Cooling and Refrigeration, Inc.
from our crawl and measurement
Franklin Heating Cooling and Refrigeration, Inc. is a Hour Service Groveport, OH business whose own site puts it this way: "Franklin Heating, Cooling and Refrigeration, Inc. is widely recognized for expert service, maintenance, and installation of heating, air conditioning and commercial refrigeration equipment." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 5.1/10, Franklin Heating Cooling and Refrigeration, Inc. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Franklin Heating Cooling and Refrigeration, Inc.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/franklinheating
Cite this score: Engagemii (2026). "AEO Score for Franklin Heating Cooling and Refrigeration, Inc.." Retrieved from https://engagemii.com/aeo/brands/franklinheating
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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