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Muffler City Auto Repair

Named by 2 of 5 AI assistants in 3 areas for Auto Repair & Collision this week: best rank #17 for Auto Repair & Collision in Mandarin, with 2% share of voice (up 0.6pp). Declined in 2, entered 2 new; Pep Boys Auto Service & Tires now leads in 4 of them.

Where AI Assistants Rank Muffler City 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
Mandarin, Jacksonville, FL	17	7	—	—	—	1	10
San Marco, Jacksonville, FL	26	new	—	—	7	—	—
Southside, Jacksonville, FL	37	new	—	—	—	—	8
Jacksonville, FL (metro)	43	17	—	—	—	—	9

Rank by Intent, Every Area

Where AI ranks Muffler City 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

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Share of Voice

Who owns the AI conversation in the areas where Muffler City Auto Repair shows up, this week. Click an area for its full breakdown.

everyone else

Maxi's Mechanics Auto Repair & Service - Beach BoulevardNorman Bros Auto RepairPep Boys Auto Service & TiresJJ’s Auto CareEverything and some automotive repairMidasMeineke Car Care CenterBig Chief TireMuffler City Auto Repair

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

117 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	13%	23	—
Directory	6%	11	—
Other	6%	—	—
Other	5%	7	—
Other	3%	8	—
Other	3%	6	—
Other	3%	5	—
Business site	2%	7	—
Business site	2%	16	—
Other	2%	16	—
Other	2%	1	—
Other	2%	8	—
Other	2%	3	—
Community	2%	2	—
Other	2%	1	—
Other	2%	—	—
Other	2%	6	—
Other	2%	1	—
Other	2%	1	—
Other	1%	6	—
Other	1%	9	—
Other	1%	1	—
Reviews	1%	—	—
Other	1%	1	—
Business site	1%	3	—
Other	1%	—	—
Business site	1%	3	—
Business site	1%	—	—
aggregator	1%	—	—
Business site	1%	4	—
aggregator	1%	—	—
Other	1%	—	—
Other	1%	—	—
Other	1%	—	—
Business site	1%	—	—
Other	1%	—	—
Other	1%	1	—
Other	1%	4	—
Business site	1%	4	—
Other	1%	—	—
Other	1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Business site	<1%	4	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Business site	<1%	—	—
Other	<1%	—	—
Business site	<1%	3	—
Other	<1%	3	—
Directory	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	2	—
Business site	<1%	2	—
Other	<1%	2	—
Other	<1%	2	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<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%	—	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Reviews	<1%	—	—
Other	<1%	—	—
Other	<1%	—	—
Other	<1%	1	—
Other	<1%	1	—
Other	<1%	1	—

Where to Focus (beta)

The moves that matter most, by priority.

Critical: act now

3 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 24, 2026 at 10:51 AM

480 assistant queries across 4 tracked areas and 4 intents

848 citations from 117 sources analyzed