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Ranked shortlist · 10 of 14 vehicle dealers
Best vehicle dealers in Batam
The 10 most notable vehicle dealers in Batam, 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
PT Leo Utama Motor
listed by Meta and Overture Maps Foundation · record has a website and a phone · Overture confidence 0.98 · rank score 2.295, percentile 100 of 14
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2
Yamaha Alfa Scorpii Botania
Komp. Ruko Marbella 2 Block D6 No. 1, 3, RW.Botania
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.285, percentile 92.31 of 14
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3
MPM Motor Batam
Tunas Regency, Pertokoan No.5-7 Blok H
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.257, percentile 84.62 of 14
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4
Suzuki Batam Rama
Jalan Yos Sudarso No. 7, Kota Batam, Riau 29432, Indonesia
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.256, percentile 76.92 of 14
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5
Hino Indomobil Batam
Jl. Yos sudarso, Sei baloi Batam, Riau, Indonesia
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.979, percentile 69.23 of 14
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6
Daya Motor Cabang Batam
Jalan Villa Rafflesia 3
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.751, percentile 61.54 of 14
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7
Graha Yamaha Sei Panas
Jalan Bintang 7
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.736, percentile 53.85 of 14
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8
PT Capella Dinamik Nusantara
Blk. N, Jl. Bengkong Ratu Komp. Green Town Blok N. 1-4, Jalan Bengkong Ratu No.1, RW.4
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 1.644, percentile 46.15 of 14
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9
PT Capella Dinamik Nusantara
Jl. Sultan A Rahmad Komp. Sulaiman No.8-9 Blk. B
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 1.566, percentile 38.46 of 14
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10
Graha Yamaha Batu Aji
Komp. Ruko Central Muka Kuning, Jl. Letjend Suprapto Blk C No. 1-5
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.96 · rank score 1.557, percentile 30.77 of 14
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).