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Mobile Auto Mechanic & Vehicle Inspection Services

Named by 1 of 5 AI assistants in 4 areas for Auto Repair & Collision this week: best rank #10 for Auto Repair & Collision in Kendall, with 2% share of voice (down 1.9pp). Declined in 1, entered 3 new; Affordable Alignment & Auto Service now leads in 4 of them.

Where AI Assistants Rank Mobile Auto Mechanic & Vehicle Inspection Services

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
Kendall, Miami, FL	10	new	1	—	2	—	—
Hollywood, Miami, FL	11	10	1	—	—	—	—
Southwest Orlando, Orlando, FL	30	new	—	—	—	—	4
Fort Lauderdale, Miami, FL	51	new	—	—	—	—	8

Rank by Intent, Every Area

Where AI ranks Mobile Auto Mechanic & Vehicle Inspection Services 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 Mobile Auto Mechanic & Vehicle Inspection Services shows up, this week. Click an area for its full breakdown.

everyone else

Mobile MechanicMobile Auto MechanicMidasRiker's Automotive & TireAffordable Alignment & Auto ServiceMobile Auto Mechanic & Vehicle Inspection ServicesFirestone Complete Auto CareMagic Mechanic Orlando - a Main Street Auto shop

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

142 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
Directory	14%	7	—
Other	6%	36	—
Business site	4%	1	—
Other	3%	4	—
Other	2%	8	—
Other	2%	7	—
Other	2%	3	—
Other	2%	—	—
Other	2%	8	—
Business site	2%	—	—
Other	2%	4	—
Business site	2%	2	—
Other	1%	3	—
Other	1%	6	—
Other	1%	9	—
Other	1%	9	—
Other	1%	3	—
Other	1%	3	—
Other	1%	—	—
Other	1%	—	—
Other	1%	2	—
Business site	1%	—	—
Business site	1%	2	—
Other	1%	—	—
Other	1%	1	—
Other	1%	5	—
Business site	1%	—	—
Other	1%	1	—
Business site	1%	—	—
Business site	1%	—	—
Other	1%	—	—
Other	1%	—	—
Other	1%	4	—
Other	1%	3	—
Other	1%	—	—
Business site	1%	—	—
Business site	1%	—	—
Other	1%	—	—
Other	1%	5	—
Other	1%	5	—
Other	1%	1	—
Other	1%	3	—
Other	1%	—	—
Business site	1%	—	—
Other	1%	—	—
Business site	1%	—	—
Community	1%	2	—
Other	1%	—	—
Other	1%	—	—
Other	1%	—	—
Other	1%	4	—
Other	1%	4	—
Other	1%	4	—
Other	1%	—	—
Directory	<1%	2	—
aggregator	<1%	2	—
Other	<1%	—	—
Business site	<1%	2	—
Other	<1%	2	—
Business site	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Business site	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	2	—
Other	<1%	1	—
Other	<1%	3	—
Other	<1%	3	—
Other	<1%	3	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	—	—
Business site	<1%	1	—
Other	<1%	—	—
Business site	<1%	—	—
Business site	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	2	—
aggregator	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Business site	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Business site	<1%	—	—
Business site	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Business site	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Directory	<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	—
Business site	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Community	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—

Where to Focus (beta)

The moves that matter most, by priority.

Critical: act now

2 moves to make

Recommended: worth doing

2 moves to make

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

Report generated June 23, 2026 at 10:46 PM

400 assistant queries across 4 tracked areas and 4 intents

653 citations from 142 sources analyzed