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Ranked shortlist · 10 of 138 car repair and service shops
Best car repair and service shops in Brooklyn
The 10 most notable car repair and service shops in Brooklyn, in rank order. The order is curation quality — how well attested and how complete each record is — not popularity, and no place on this list paid to be on it.
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1
J and B Body Works
38 Beach St
341 m from Wakefield station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.334, percentile 100 of 138
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2
First Street Car Wash and Lube
300 W 1st St
485 m from Wakefield–241st Street, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.334, percentile 99.27 of 138
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3
Scarsdale Auto Body
160 Montgomery Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.333, percentile 98.54 of 138
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4
M & J Auto And Truck Clinic
401 Fifth Ave
754 m from Pelham station, rail
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.319, percentile 97.81 of 138
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5
Dave's 5th Ave Station
263 S 5th Ave
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.309, percentile 97.08 of 138
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6
Yonkers Discount Tire
594 Tuckahoe Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.306, percentile 96.35 of 138
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7
Cross County Car Wash and Express Lube
95 Vredenburgh Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.305, percentile 95.62 of 138
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8
McLean Auto Shop
1014 McLean Ave
790 m from Woodlawn station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.276, percentile 94.89 of 138
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9
Merit Auto Body
26 Milburn St
192 m from Bronxville, rail
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.276, percentile 94.16 of 138
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10
Lenny's Auto Clinic
149 Brook St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.276, percentile 93.43 of 138
How this list is made
Every place in this group was scored by the same model, with each term z-normalised inside the group and capped, so a famous chain cannot win by being famous everywhere. The weights, verbatim:
- attestation by independent providers
- +0.35
- record completeness (website, phone, address)
- +0.25
- Overture existence confidence
- +0.20
- Michelin designation (Wikidata, CC0)
- +0.40
- brand fame (Wikidata sitelinks)
- −0.15
- same-name chain collision
- −0.30
Curation quality, not popularity: how well attested and how complete a record is.
No licensable popularity signal; this ranks curation quality, not taste
Independent check: 5,951 places listed in Wikivoyage (CC BY-SA 4.0; validation only, never published or scored) were matched to our records by name within 250 m. Across the 5,651 that fall in groups of at least 10, the median matched place sits at percentile 73 and 24.2% are in the top decile, against 10% by chance; five families have enough anchors to report (arts, food and drink, lodging, shopping, sport), while health care (5), lifestyle services (17), travel (26) have too few and are not validated. A match needs both the guide and the catalogue to name the same place, which favours well-attested places — a term this rank itself rewards — so these are lower bounds; Michelin's 528 in-group anchors have a median percentile of 100, but that is partly circular: across the Wikivoyage matches, the 17 that also carry the designation term this rank scores sit at 99.93, against 72.55 for the 5,934 without it.
The catalogue carries no rating, review count, price or opening hours, so this file has none.
Station locations from Wikidata (CC0-1.0). Nearest station, not service: no frequency, timetable or departures.
Nobody paid for placement: no ads, no sponsored results, no ratings for sale.
Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).