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Ranked shortlist · 10 of 382 car repair and service shops
Best car repair and service shops in Ciudad Juárez
The 10 most notable car repair and service shops in Ciudad Juárez, 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
Jerry's Auto Repair & Tire
9720 Dyer St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.486, percentile 100 of 382
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2
Master Muffler & Brake Services
9430 McCombs St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.485, percentile 99.74 of 382
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3
Cm Body Works
4034 Harrison Ave
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.477, percentile 99.48 of 382
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4
Best Tire Service Co.
8801 Dyer St
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.477, percentile 99.21 of 382
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5
Casa Lincoln
5815 Montana Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.443, percentile 98.95 of 382
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6
Alumivir & Global Glass
Morelia 7903
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.442, percentile 98.69 of 382
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7
Taller de Servicios Diesel
Blvd. Óscar Flores 5281
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.434, percentile 98.43 of 382
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8
Fox Land Auto Service
2020 Bassett Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.431, percentile 98.16 of 382
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9
Zenitram Automotive Service and Sales
4904 Dyer St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.424, percentile 97.9 of 382
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10
Gandara's Auto Repair
8152 Dyer St suite 8202
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.424, percentile 97.64 of 382
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.
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).