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AI profile · Jacksonville, FL

Koehler Home Improvement

koehlerhomesinc.com ↗

Koehler Home Improvement ranks #9 of 24 among the window replacement companies AI assistants recommend in Jacksonville, FL, named by 4 of the 12 assistants that answered — up 6 places from #15 in the previous edition.

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Window & Door Replacement · Jacksonville, FL
#9
9th of 24 businesses AI names
▲ 6 since last edition
4 of 12 assistants
AlexaChatGPTClaudeGemini
Edition of October 1, 2026·5 mentions
#9
Best rank
4/12
Assistants recommending
5
Mentions this edition
1
Category ranked

Which AI assistants recommend Koehler Home Improvement

Every assistant we ask, and what it said this edition. A customer who asks the ones marked “not naming you” hears about your competitors instead — and nothing tells you it happened.

ChatGPTRecommends you
ClaudeRecommends you
GeminiRecommends you
PerplexityNot naming you
Google AI OverviewsNot naming you
Microsoft CopilotNot naming you
SiriNot naming you
AlexaRecommends you
GrokNot naming you
Meta AINot naming you
DeepSeekNot naming you
MistralNot naming you

Rank, movement and who's ahead

Each ranking Koehler Home Improvement holds in Jacksonville, FL, how it has moved edition to edition, and the businesses directly above and below it.

Jacksonville, FL

Window & Door Replacement

▲ 6 since last edition
#9of 24
Rank history
#1#8#15#19#15#9Aug 2026Sep 2026Oct 2026

3 editions on record. Lower is better: #1 sits at the top.

Who's around you

The gap to close: these 4 assistants name a business ranked above you, but not you.DeepSeekGrokMeta AIMistral

Your rank by question—Who are the best window replacement companies in Jacksonville, FL?—I need a window replacement company in Jacksonville, FL. Who do you recommend?#4Best affordable window replacement company near Jacksonville?

Named by 4 of 12 assistants that answered · 5 mentions · edition of October 1, 2026 · see the full window & door replacement list

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Where the assistants read about Koehler Home Improvement

The sites cited in the same answers that named this business, by how often they were cited alongside it. These are the pages an assistant trusted to make the recommendation — being present and accurate on them is what holds or raises a rank.

  1. 01 windowworldnefl.com 2 of 12 assistants
  2. 02 koehlerhomesinc.comThis business 2 of 12 assistants
  3. 03 reddit.comDirectory & reviews 2 of 12 assistants
  4. 04 ecowatch.com 1 of 12 assistants
  5. 05 houzz.comDirectory & reviews 1 of 12 assistants
  6. 06 leeandcatesglass.comRanked #16 · Lee & Cates Glass 1 of 12 assistants
Show 2 more sourcesShow fewer
  1. 07 americanwindowproducts.comRanked #3 · American Window Products 1 of 12 assistants
  2. 08 yelp.comDirectory & reviews 1 of 12 assistants

Common questions

What is Koehler Home Improvement's website?

Koehler Home Improvement's website is https://koehlerhomesinc.com/ — confirmed through a business listing that names Koehler Home Improvement in Jacksonville, FL, and checked to be this business's own website.

Do AI assistants recommend Koehler Home Improvement?

Yes. In the edition of October 1, 2026, 4 of the 12 assistants that answered named Koehler Home Improvement when asked for window replacement companies in Jacksonville, FL: Alexa, ChatGPT, Claude, Gemini. It ranks #9 for window replacement companies.

Where does Koehler Home Improvement rank for window replacement companies in Jacksonville, FL?

#9 of 24, named by 4 of the 12 assistants that answered, across 5 mentions — up 6 places from #15 in the previous edition.

How is this profile measured?

The same unbranded consumer questions go to 12 AI assistants each edition. Businesses they name are resolved to one entity, names mentioned only once are dropped as unverifiable, and rankings publish only above a sample floor. No business can pay to appear or to rank higher, including this one.

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Rankings summarize what the AI assistants answered on a fixed, unbranded question set — they are measurements of AI output, not AI Syndicate's endorsement of any business. Placement cannot be bought. Full detail in the methodology.

More in Jacksonville, FL: every category we track · Window & Door Replacement ranking · how this is measured