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Ranked shortlist · 10 of 110 car repair and service shops
Best car repair and service shops in Bandung
The 10 most notable car repair and service shops in Bandung, 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
Astra Daihatsu Cibeureum
Jl. Raya Cibeureum No.42
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.394, percentile 100 of 110
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2
Wijaya Toyota A. Yani
listed by Meta and Overture Maps Foundation · record has a website and a phone · Overture confidence 0.99 · rank score 2.393, percentile 99.08 of 110
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3
Kalyanamitta Ban Bandung
Jl. Pelajar Pejuang 45 No.39
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.384, percentile 98.17 of 110
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4
SS Performance Shop
Jalan Supratman 40
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.356, percentile 97.25 of 110
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5
Monroe 99 Bengkel Kaki-kaki Mobil
Jl. Terusan Cibodas Raya No.4
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.355, percentile 96.33 of 110
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6
SCUTO Bandung Setiabudi
Jl. Dr. Setiabudi No.92
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.344, percentile 95.41 of 110
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7
Roda kencana ban Cimahi
Jl.Raya Barat No.542
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.318, percentile 94.5 of 110
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8
Bengkel Dokter Mobil Bandung
Jl. Soekarno-Hatta No.372 lantai 2
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.313, percentile 93.58 of 110
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9
Nusantara Turbin dan Propulsi
JL. Pajajaran, No. 154 (KP IV), Bandung, 40174
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.312, percentile 92.66 of 110
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10
otopointbandung
Jalan Terusan Buah Batu 6
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.297, percentile 91.74 of 110
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).