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AI profile · West Palm Beach, FL

P & J's Automotive

pandjautorepair.com ↗

P & J's Automotive ranks #9 of 24 among the auto repair shops AI assistants recommend in West Palm Beach, FL, named by 3 of the 12 assistants that answered — down 6 places from #3 in the previous edition.

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Auto Repair · West Palm Beach, FL

9th of 24 businesses AI names

▼ 6 since last edition

3 of 12 assistants

ClaudeGeminiSiri

Edition of October 1, 2026·3 mentions

Best rank

3/12

Assistants recommending

Mentions this edition

Category ranked

Hidden

out of 100

AI Access score · pandjautorepair.com

Free AI Access score · measured October 2026

Can the AI assistants actually read pandjautorepair.com?

How well the assistants can read pandjautorepair.com, out of 100 (what it checks). Of the 2 scored auto repair shops ranked above P & J's Automotive, 1 scored higher. The typical score in this ranking is in the 30s.

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Which AI assistants recommend P & J's Automotive

Claude, Gemini and Siri name P & J's Automotive when asked for auto repair shops in West Palm Beach, FL. Google AI Overviews, ChatGPT, Microsoft Copilot, Perplexity, DeepSeek, Grok, Meta AI, Mistral and Alexa answered the same questions without naming it. Its strongest question is “Best affordable auto repair shop near West Palm Beach?”, where it ranks #5; on “Who are the best auto repair shops in West Palm Beach, FL?” it is not named. Pete’s Auto Repair holds #8, one place ahead, with 4 mentions to P & J's Automotive's 3. The site cited most often in the answers that name it is yelp.com (1×).

What “searches the web” and “answers from memory” mean.

ChatGPTNot naming youSearches the web

ClaudeRecommends youSearches the web

GeminiRecommends youSearches the web

PerplexityNot naming youSearches the web

Google AI OverviewsNot naming youSearches the web

Microsoft CopilotNot naming youSearches the web

SiriRecommends youVoice assistant

AlexaNot naming youVoice assistant

GrokNot naming youAnswers from memory

Meta AINot naming youAnswers from memory

DeepSeekNot naming youAnswers from memory

MistralNot naming youAnswers from memory

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

▼ 6 since last edition

#9of 24

Rank history

3 editions on record. Lower is better: #1 sits at the top.

Who's around you

#6Auto Repair Pros4 AIs · 5 mentions
#7Military Brake & Alignment2 AIs · 4 mentions
#8Pete’s Auto Repair2 AIs · 4 mentions
#9P & J's Automotive · you3 AIs · 3 mentions
#10Rojas Auto Repair3 AIs · 3 mentions
#11Firestone Complete Auto Care2 AIs · 3 mentions

The gap to close: these 5 assistants name a business ranked above you, but not you.Google AI OverviewsAlexaChatGPTPerplexityMicrosoft Copilot

Your rank by question#5Best affordable auto repair shop near West Palm Beach?—Who are the best auto repair shops in West Palm Beach, FL?—I need a auto repair shop in West Palm Beach, FL. Who do you recommend?

Named by 3 of 12 assistants that answered · 3 mentions · edition of October 1, 2026 · see the full auto repair list

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Is this your business?

Claim it: get your badge and hear when this ranking moves

You're #9 of 24 auto repair shops AI assistants name in West Palm Beach, FL this edition. Put the badge on your site — it links back here, names the edition it measures, and stays true when the next one publishes. We email the embed code with your confirmation, then one update per edition.

Live · Oct 2026

Badge: P & J's Automotive is #9 of 24 auto repair shops AI assistants name in West Palm Beach, FL, October 2026 edition

Why the badge helps in AI answers

Where the assistants read about P & J's Automotive

6 sites were cited in the answers that named P & J's Automotive; most often yelp.com (1×), carwise.com (1×) and ahsrankers.com (1×). Its own site, pandjautorepair.com, was not among the sites cited.

01 yelp.comDirectory & reviews 1× 1 of 12 assistants
02 carwise.com 1× 1 of 12 assistants
03 ahsrankers.com 1× 1 of 12 assistants
04 preferredmechanic.com 1× 1 of 12 assistants
05 eliteautorepair.org 1× 1 of 12 assistants
06 cartalk.com 1× 1 of 12 assistants

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 October 1, 2026, 3 of the 12 assistants that answered named P & J's Automotive when asked for auto repair shops in West Palm Beach, FL: Claude, Gemini, Siri. It ranks #9 for auto repair shops.

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

#9 of 24, named by 3 of the 12 assistants that answered, across 3 mentions — down 6 places from #3 in the previous edition.

What is P & J's Automotive's AI Access score?

A free 0–100 measure of how well AI assistants can read pandjautorepair.com: whether their crawlers are allowed in, whether the site answers the questions customers ask them, and whether it publishes the files they look for. We measured it on October 12, 2026. The number is shown only to a verified email address: enter yours on this page and we send it with the top fixes.

Which AI assistants don't recommend P & J's Automotive?

In the edition of October 1, 2026, Google AI Overviews, ChatGPT, Microsoft Copilot, Perplexity, DeepSeek, Grok, Meta AI, Mistral and Alexa answered the question for auto repair shops in West Palm Beach, FL without naming P & J's Automotive.

Who ranks ahead of P & J's Automotive in West Palm Beach, FL?

Auto Repair Pros (#6), Military Brake & Alignment (#7), Pete’s Auto Repair (#8) — Pete’s Auto Repair is one place ahead, named by 2 assistants across 4 mentions. Rojas Auto Repair is one place behind at #10.

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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