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Ranked shortlist · 10 of 27 vehicle service centers
Best vehicle service centers in Bandung
The 10 most notable vehicle service centers 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
Garasi Skuter Bandung
Jl. Peta No.121
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.436, percentile 100 of 27
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2
Bengkel motor Maju Mapan Speeds (MMS) grosir dan eceran
depan bank saudara, Jl. Raya Pangalengan Jl. Ciawi pintu no 5
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.318, percentile 96.15 of 27
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3
Ahass Ngamprah Motor
Jl. Raya Gadobangkong No.170
411 m from Gadobangkong railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.316, percentile 92.31 of 27
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4
Habemotor
Jalan Raya Kopo 378
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.316, percentile 88.46 of 27
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5
Ahass 7569 Tunas Inti Motor
Jl. Terusan Cibaduyut No.162
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.220, percentile 84.62 of 27
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6
Netral Jaya Motor
Jalan H O S Tjokroaminoto 130
780 m from Bandung railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.100, percentile 80.77 of 27
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7
PT Rekatama Putra Gegana Aviation
Jl. Bima No.90
598 m from Bandung Gudang railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.087, percentile 76.92 of 27
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8
DC Garage Motoworks
Jl. Mengger Girang IV No.63
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.032, percentile 73.08 of 27
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9
Sangkan Hurip Motor
Jl. Raya Derwati No.83
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.025, percentile 69.23 of 27
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10
Tmrc Garage Bandung
Jl. Rumah Sakit No.79
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 65.38 of 27
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).