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AI profile · Rochester, NY

The Little Speed Shop

thelittlespeedshop.com ↗

The Little Speed Shop ranks #11 of 25 among the auto repair shops AI assistants recommend in Rochester, NY, named by 3 of the 12 assistants that answered — in the first edition we have measured for this market.

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Auto Repair · Rochester, NY
#11
11th of 25 businesses AI names
First edition measured
3 of 12 assistants
ChatGPTDeepSeekGemini
Edition of October 1, 2026·4 mentions
#11
Best rank
3/12
Assistants recommending
4
Mentions this edition
1
Category ranked

Which AI assistants recommend The Little Speed Shop

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.

ChatGPTRecommends you
ClaudeNot naming you
GeminiRecommends you
PerplexityNot naming you
Google AI OverviewsNot naming you
Microsoft CopilotNot naming you
SiriNot naming you
AlexaNot naming you
GrokNot naming you
Meta AINot naming you
DeepSeekRecommends you
MistralNot naming you

Rank, movement and who's ahead

Each ranking The Little Speed Shop holds in Rochester, NY, how it has moved edition to edition, and the businesses directly above and below it.

Rochester, NY

Auto Repair

First edition measured
#11of 25
Rank history
#1#5#9#11Oct 2026

Rank history on this page begins October 1, 2026. The line draws itself as each new edition publishes.

Who's around you
  • #8Pep Boys3 AIs · 5 mentions
  • #9D & B Auto Service4 AIs · 4 mentions
  • #10Ferrel’s Garage3 AIs · 4 mentions
  • #11The Little Speed Shop · you3 AIs · 4 mentions
  • #12Jay's Integrity Auto Repair2 AIs · 4 mentions
  • #13Vail Automotive2 AIs · 4 mentions

The gap to close: these 6 assistants name a business ranked above you, but not you.GrokMeta AIMistralGoogle AI OverviewsClaudeMicrosoft Copilot

Your rank by question—Best affordable auto repair shop near Rochester?#8Who are the best auto repair shops in Rochester, NY?—I need a auto repair shop in Rochester, NY. Who do you recommend?

Named by 3 of 12 assistants that answered · 4 mentions · edition of October 1, 2026 · see the full auto repair list

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Ferrel’s Garage sits at #10, one place above you, and 6 assistants name a business above you but not you. Our platform shows The Little Speed Shop 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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Is this your business?

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

You're #11 of 25 auto repair shops AI assistants name in Rochester, NY 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.

One email per edition, nothing else. You confirm by clicking the link we send — that page has the embed code.

Live · Oct 2026 Badge: The Little Speed Shop is #11 of 25 auto repair shops AI assistants name in Rochester, NY, October 2026 edition As it appears on your site. It links back to this page, so a visitor can check it.

Where the assistants read about The Little Speed Shop

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

  1. 01 rocmechanic.com 1 of 12 assistants
  2. 02 aaa.com 1 of 12 assistants
  3. 03 schoenauto.comRanked #16 · Schoen Auto 1 of 12 assistants
  4. 04 morrisauto.comRanked #2 · Morris Auto 1 of 12 assistants
  5. 05 universalimports.com 1 of 12 assistants
  6. 06 thelittlespeedshop.comThis business 1 of 12 assistants

Common questions

What is The Little Speed Shop's website?

The Little Speed Shop's website is https://www.thelittlespeedshop.com/ — the site the AI assistants' own answers point to for this business in Rochester, NY.

Do AI assistants recommend The Little Speed Shop?

Yes. In the edition of October 1, 2026, 3 of the 12 assistants that answered named The Little Speed Shop when asked for auto repair shops in Rochester, NY: ChatGPT, DeepSeek, Gemini. It ranks #11 for auto repair shops.

Where does The Little Speed Shop rank for auto repair shops in Rochester, NY?

#11 of 25, named by 3 of the 12 assistants that answered, across 4 mentions — in the first edition we have measured for this market.

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 Rochester, NY: every category we track · Auto Repair ranking · how this is measured