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Ranked shortlist · 10 of 19 vehicle parts shops
Best vehicle parts shops in Lahore
The 10 most notable vehicle parts 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
Metaline Industries
14 Km Shahpur, Multan Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.503, percentile 100 of 19
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2
Khan Battery Store
Band Rd, opposite Niazi Adda
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.361, percentile 94.44 of 19
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3
Atta Autos
Atta Autos 10 Montgomery road,lahore
195 m from Lakshmi, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.316, percentile 88.89 of 19
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4
Usmani Autos
Depalpur Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.314, percentile 83.33 of 19
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5
Badami Bagh Autos
341 D Circular Rd, opp. Kashmiri Gate
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.254, percentile 77.78 of 19
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6
H.N.W Diesel Pump Parts
708 m from Badami Bagh railway station, rail
listed by Meta and Overture Maps Foundation · record has a website and a phone · Overture confidence 0.94 · rank score 2.076, percentile 72.22 of 19
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7
Shahrukh auto spare parts
Shahrukh Auto Spare Parts, H75W+9C, Rajgarh, Lahore, Punjab 54000, Pakistan
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.016, percentile 66.67 of 19
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8
China Automobiles
G-17, Taj Chamber, Circular Rd
770 m from Badami Bagh railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.957, percentile 61.11 of 19
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9
Index/ ID Helmets Pakistan
SHOP#5,LG MAIN BOULEVARD 82-D/1 GULBERG 3
285 m from Lakshmi, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.954, percentile 55.56 of 19
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10
Al-Madina Auto Store
F-9 Mashriq Plaza, Montgomery Rd
279 m from Lakshmi, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.906, percentile 50 of 19
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).