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AI profile · West Palm Beach, FL

P & J's Automotive

pandjautorepair.com ↗

P & J's Automotive ranks #3 of 22 among the auto repair shops AI assistants recommend in West Palm Beach, FL, named by 4 of the 10 assistants that answered — holding the same #3 it held in the previous edition.

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Auto Repair · West Palm Beach, FL
#3
3rd of 22 businesses AI names
Held #3
4 of 10 assistants
AlexaClaudeGeminiPerplexity
Edition of September 1, 2026·9 mentions
#3
Best rank
4/12
Assistants recommending
9
Mentions this edition
1
Category ranked

Which AI assistants recommend P & J's Automotive

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.

ChatGPTNot naming you
ClaudeRecommends you
GeminiRecommends you
PerplexityRecommends you
Google AI OverviewsNot naming you
Microsoft CopilotNot naming you
SiriNot naming you
AlexaRecommends you
GrokNot naming you
Meta AINo answer this edition
DeepSeekNo answer this edition
MistralNo answer this edition

Rank, movement and who's ahead

Each ranking P & J's Automotive holds in West Palm Beach, FL, how it has moved edition to edition, and the businesses directly above and below it.

West Palm Beach, FL

Auto Repair

Held #3
#3of 22
Rank history
#1#4#6#3#3Aug 2026Sep 2026

2 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.SiriGoogle AI OverviewsChatGPTMicrosoft Copilot

#3I need a auto repair shop in West Palm Beach, FL. Who do you recommend?#4Who are the best auto repair shops in West Palm Beach, FL?#2Best affordable auto repair shop near West Palm Beach?

Named by 4 of 10 assistants that answered · 9 mentions · edition of September 1, 2026 · see the full auto repair list

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Master Techs Auto Repair sits at #2, one place above you, and 4 assistants name a business above you but not you. Our platform shows P & J's Automotive which assistants skip you, which sources they read instead, and the fixes that move you up — tracked daily until the answer changes.

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Where the assistants read about P & J's Automotive

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

SourceCitations alongside this businessAssistants
petesautorepairwpb.com
pandjautorepair.com
reddit.com
carfax.com
bbb.org
yelp.com
angelsautocare.com
west-palm-beach.consumeraffairs.com

Common questions

What is P & J's Automotive's website?

P & J's Automotive's website is https://www.pandjautorepair.com/ — confirmed through a business listing that names P & J's Automotive in West Palm Beach, FL, and checked to be this business's own website.

Do AI assistants recommend P & J's Automotive?

Yes. In the edition of September 1, 2026, 4 of 12 assistants named P & J's Automotive when asked for auto repair shops in West Palm Beach, FL: Alexa, Claude, Gemini, Perplexity. It ranks #3 for auto repair shops.

Where does P & J's Automotive rank for auto repair shops in West Palm Beach, FL?

#3 of 22, named by 4 of the 10 assistants that answered, across 9 mentions — holding the same #3 it held 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 West Palm Beach, FL: every category we track · Auto Repair ranking · how this is measured