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Ranked shortlist · 10 of 50 car repair and service shops
Best car repair and service shops in Lahore
The 10 most notable car repair and service shops in Lahore, 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
Asif Traders
99-B Hussain Chowk, 3 MM Alam Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.464, percentile 100 of 50
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2
Fareed Motors One Stop Shop
408 Khayaban-e-Jinnah
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.441, percentile 97.96 of 50
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3
Makki Oil Store
Maulana Shaukat Ali Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.406, percentile 95.92 of 50
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4
Car Serve
72 R-1 Main Blvd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.384, percentile 93.88 of 50
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5
Salamat Sons Tyres and Rims
Moon Market، 50-B، opp. krados Restaurant
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.374, percentile 91.84 of 50
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6
Saif Traders - Best Tyre Shop in Lahore
29 J، near ARAMCO Petrol Pump
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.341, percentile 89.8 of 50
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7
Fareed Traders
27 C Main Rd, opposite Gourmet Bakery
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.314, percentile 87.76 of 50
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8
MST
Khayaban-e-Firdousi 272 R2, Block R2 Block R 2 Phase 2 Johar Town
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.229, percentile 85.71 of 50
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9
Jan-e-Jana
Jan e Jana Oil Traders, 270 C Main Blvd,PIA Housing Society
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.225, percentile 83.67 of 50
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10
Lahore Tire Center
Auto، 179 Auto Grain Market Road، Parts
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.209, percentile 81.63 of 50
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).