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Koehler Home Improvement

Named by 2 of 5 AI assistants in 6 areas for Window & Door Replacement this week: best rank #5 for Window & Door Replacement in San Marco, with 3% share of voice (down 1.0pp). Declined in 1, entered 6 new; Jacksonville Doors and Windows now leads in 6 of them.

Where AI Assistants Rank Koehler Home Improvement

Consensus rank and each assistant's position, latest weekly run. Click a location for its history.

Area	AI Rank	Change	ChatGPT	Gemini	Claude	Perplexity	Grok
San Marco, Jacksonville, FL	5	new	—	10	1	—	3
Ponte Vedra, Jacksonville, FL	6	new	—	—	1	—	—
Southside, Jacksonville, FL	9	new	—	6	2	—	5
Orange Park, Jacksonville, FL	9	6	—	—	2	—	8
Mandarin, Jacksonville, FL	11	new	9	10	2	—	6
Jacksonville, FL (metro)	16	new	—	—	2	—	—
Jacksonville Beaches, Jacksonville, FL	40	new	—	5	—	—	—

Rank by Intent, Every Area

Where AI ranks Koehler Home Improvement in each area, for each of the four questions customers ask. Color is the rank band, the number is the rank.

Area (click to expand)

Best

Best value

Cheapest

Fastest response

—

Share of Voice

Who owns the AI conversation in the areas where Koehler Home Improvement shows up, this week. Click an area for its full breakdown.

10%everyone else

Jacksonville Doors and WindowsHomeRite Windows and DoorsLee & Cates Glass - DowntownNewSouth Window SolutionsRenewal by Andersen of Central FloridaWindow World of OrlandoKoehler Home ImprovementPreferred Upgrades

Area (click to expand)	This Area's Market	You
		4%
		2%
		4%
		3%
		5%
		3%
		1%

116 Sources Cited by AI in These Areas

Every source behind the assistants' answers here, ranked by share of all citations, and whether they mention this business.

Type	Share of Citations	This Week	You
Other	4%	—	—
Other	4%	2	—
Other	4%	3	—
Business site	4%	9	—
Business site	3%	—	—
Other	3%	4	—
Other	3%	3	—
Business site	3%	3	—
Directory	3%	8	—
Business site	2%	—	—
Business site	2%	2	—
Business site	2%	2	—
Other	2%	4	—
Business site	2%	1	—
Other	2%	2	—
Business site	2%	3	—
Other	2%	8	—
Other	2%	4	—
Other	2%	—	—
Business site	2%	3	—
Other	2%	—	—
Directory	2%	—	—
Directory	2%	2	—
Other	2%	5	—
Other	2%	4	—
Other	1%	2	—
Other	1%	—	—
Other	1%	1	—
Other	1%	6	—
Other	1%	1	—
Business site	1%	2	—
Other	1%	3	—
Other	1%	7	—
Other	1%	—	—
Business site	1%	2	—
Directory	1%	—	—
Other	1%	—	—
Other	1%	1	—
Other	1%	4	—
Other	1%	5	—
Other	1%	2	—
Other	1%	4	—
Other	1%	8	—
Other	1%	—	—
Other	1%	—	—
Other	1%	—	—
Other	1%	—	—
Other	1%	4	—
Other	1%	7	—
Business site	1%	4	—
Directory	<1%	—	—
Business site	<1%	—	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	3	—
Community	<1%	2	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
aggregator	<1%	1	—
Business site	<1%	1	—
Other	<1%	4	—
Other	<1%	4	—
Other	<1%	1	—
Business site	<1%	4	—
Other	<1%	4	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	4	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Business site	<1%	—	—
Directory	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
aggregator	<1%	—	—
Business site	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	—	—
Directory	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Business site	<1%	—	—
Other	<1%	—	—
Community	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—

Where to Focus (beta)

The moves that matter most, by priority.

Critical: act now

1 move to make

Recommended: worth doing

3 moves to make

Your full focus report, generated for your business · Unlock with Pro Report

Report generated June 24, 2026 at 11:00 AM

1,120 assistant queries across 7 tracked areas and 4 intents

1,098 citations from 116 sources analyzed