Ranked shortlist · 10 of 57 car repair and service shops
Best car repair and service shops in Ludhiana
The 10 most notable car repair and service shops in Ludhiana, 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
Yokohama Club Network - New Harji Tyre Center
Shop No B-37, 306/1, Canal Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.338, percentile 100 of 57
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2
Audi Approved Plus Ludhiana
Plot No 3, GT Road, Industrial Area
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.328, percentile 98.21 of 57
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3
Highspeed Tyres
Near Bhagat Ford, Oswal Hospital, Chowk, Sherpur Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.311, percentile 96.43 of 57
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4
Madhok Enterprises
Madhok Enterprises, 2953/2, Sa Paul Mittal Road
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.253, percentile 94.64 of 57
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5
Tata Motors Cars Showroom Ludhiana - Dada motors
Ferozpur Road, Nr Ayali Chowk, Avtar Nagar
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.231, percentile 92.86 of 57
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6
Gulf Bikestop - Bittu Automobile
Shop No 112/1, Shakti Nagar Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.221, percentile 91.07 of 57
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7
Polish and Passion
19 R
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.217, percentile 89.29 of 57
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8
Tata Motors Cars Service Centre - Dada Motors
Savitri 1, GT Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.201, percentile 87.5 of 57
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9
Kustomkult Garage
Before Railway Line, 114, Threekey Road, Ferozepur Rd, next to Tata Motor Car Service Center
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.188, percentile 85.71 of 57
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10
Tata Motors Cars Showroom - Kosmo
AT 63, Industrial Area
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.187, percentile 83.93 of 57
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).