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Ranked shortlist · 10 of 15 car repair and service shops
Best car repair and service shops in Dhanbad
The 10 most notable car repair and service shops in Dhanbad, 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
Tulika Automobiles - Hero MotoCorp
Khata No 187, Tulika Heights, Plot No 1304 & 1303, Pachamba
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.354, percentile 100 of 15
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2
Shivangi Auto - Hero MotoCorp
Plot No 4456 & 4457, Raj Market, Jharia Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.330, percentile 92.86 of 15
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3
Hi-Tech Auto Car Service Workshop Garage
Katras Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.284, percentile 85.71 of 15
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4
Tata Motors Cars Showroom - Motogen, Barwadda
NH 2, Kashitand, Nag Nagar, Barwadda
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.149, percentile 78.57 of 15
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5
Kia Car Showroom - Juhi Kia, Barwadda
Plot No 807, GT Road, Barwadda
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.149, percentile 71.43 of 15
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6
Singhania Škoda Showroom and Service
Plot No 673 & 724, Khata No 25, Govindpur, Jangalpur, Gahira
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.112, percentile 64.29 of 15
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7
Animesh Nissan
Ground Floor, GT Road, Govindpur, Ratanpura
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.083, percentile 57.14 of 15
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8
Model Ford
Ground Floor, Jharia Road, Dhaunsar
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.067, percentile 50 of 15
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9
Apollo Tyres - Coalfield Tyre
Ambika Chamber, Katras Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 1.873, percentile 42.86 of 15
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10
MG Motor India - Quick Service Point
GT Road, Gahira Nirsa Road, Jangalpur, NH 2, Govindpur
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.611, percentile 35.71 of 15
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).