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Ranked shortlist · 10 of 44 car repair and service shops
Best car repair and service shops in Haiphong
The 10 most notable car repair and service shops in Haiphong, 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
Nội thất ô tô Anh Tuấn
35 Phố Lê Thánh Tông
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.434, percentile 100 of 44
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2
T One Car
Số 1, Trần Văn Giang/Lô 11 Đ. Lê Hồng Phong
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.431, percentile 97.67 of 44
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3
Honda Ôtô Hải Phòng
Lô 26, Thửa 3+4, Lô 26 Đ. Lê Hồng Phong
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.398, percentile 95.35 of 44
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4
Trung Tâm Ô Tô Tạo Khoa
75 P. Trần Khánh Dư
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.388, percentile 93.02 of 44
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5
Bán Xe Tải 5 Tạ Cũ Hải Phòng
1003 Đại Lộ Tôn Đức Thắng
717 m from Thượng Lý 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 2.355, percentile 90.7 of 44
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6
Hà thành garage
8 Nguyễn Huy Tưởng
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.349, percentile 88.37 of 44
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7
Gara Ô Tô GH 151 Đường Máng Nước
211 Máng Nước
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.245, percentile 86.05 of 44
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8
Huy Hoang Auto
12 Cầu Bính
440 m from Thượng Lý railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.235, percentile 83.72 of 44
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9
Garage Ô Tô Việt Tín
8 Phương Lưu
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.106, percentile 81.4 of 44
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10
Nội thất ô tô Độ Xe Hay - Ngô Quyền - 368 Lê Quang Đạo
368 Lê Quang Đạo
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.048, percentile 79.07 of 44
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).