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Corbin's Auto Repair

Named by 1 of 5 AI assistants in 2 areas for Auto Repair & Collision this week: best rank #30 for Auto Repair & Collision in Palm Beach Gardens, with 1% share of voice. Improved in 2 areas, entered 1 new; Affordable Auto Repair and Tires now leads in 3 of them.

Where AI Assistants Rank Corbin's Auto Repair

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
Palm Beach Gardens, West Palm Beach, FL	30	4	—	4	—	—	7
Delray Beach, West Palm Beach, FL	32	new	—	2	—	—	—
West Palm Beach, FL (metro)	33	2	—	5	—	—	—

Rank by Intent, Every Area

Where AI ranks Corbin's Auto Repair 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 Corbin's Auto Repair shows up, this week. Click an area for its full breakdown.

everyone else

Affordable Auto Repair and TiresAuto Master RepairP & J's AutomotiveEast Coast Automotive ServicesPep Boys Auto Service & TiresPete's Auto RepairMaster Auto CareFirestone Complete Auto CareCorbin's Auto Repair

Area (click to expand)	This Area's Market	You
		1%
		1%
		1%

108 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	7%	16	—
Other	5%	—	—
Other	4%	—	—
Other	4%	5	—
Business site	4%	12	—
Other	4%	8	—
Other	3%	—	—
Other	3%	5	—
Directory	3%	2	—
Other	3%	11	—
Other	2%	3	—
Other	2%	1	—
Other	2%	—	—
Other	2%	5	—
Other	2%	8	—
Other	2%	7	—
Other	1%	—	—
Business site	1%	4	—
Other	1%	—	—
Other	1%	—	—
Other	1%	3	—
Other	1%	1	—
Other	1%	3	—
Other	1%	—	—
Other	1%	—	—
Other	1%	5	—
Other	1%	4	—
Other	1%	2	—
Business site	1%	6	—
Business site	1%	3	—
Other	1%	7	—
Other	1%	7	—
Community	1%	4	—
Other	1%	—	—
aggregator	1%	—	—
Other	1%	—	—
Other	1%	2	—
Other	1%	1	—
Other	1%	—	—
Other	1%	1	—
Other	1%	—	—
Other	1%	4	—
Other	1%	2	—
Other	1%	5	—
Other	1%	—	—
Other	1%	—	—
Other	1%	—	—
Business site	1%	—	—
Other	1%	—	—
Other	1%	4	—
Business site	1%	4	—
Other	1%	4	—
Other	1%	4	—
Business site	1%	4	—
Other	1%	4	—
Other	1%	4	—
Other	1%	4	—
Other	1%	4	—
Other	1%	4	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Community	<1%	1	—
Business site	<1%	1	—
Other	<1%	2	—
Other	<1%	3	—
Other	<1%	3	—
Directory	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Business site	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	—	—
Other	<1%	—	—
aggregator	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<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%	1	—
Other	<1%	1	—
aggregator	<1%	1	—

Where to Focus (beta)

The moves that matter most, by priority.

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 9:33 PM

300 assistant queries across 3 tracked areas and 4 intents

696 citations from 108 sources analyzed