Ranked shortlist · 10 of 10 vehicle parts shops
Best vehicle parts shops in Cần Thơ
The 10 most notable vehicle parts shops in Cần Thơ, 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
Cửa hàng phụ tùng HP
149 Đ. Phạm Ngũ Lão
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 1.414, percentile 100 of 10
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2
Ắc quy Cát Lâm - Đại lý bình ắc quy tại Cần Thơ
9C Quốc Lộ 91B
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.055, percentile 88.89 of 10
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3
Ac Quy Dau Nhot Can Tho
30 Võ Văn Kiệt
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 0.976, percentile 77.78 of 10
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4
Đồ Chơi Xe Máy Thi Nhân
233/34/12A, 233/34/11 Đ. Nguyễn Văn Cừ
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.99 · rank score 0.913, percentile 66.67 of 10
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5
Thịnh 4T Shop
178/89 Đ. 3 Tháng 2
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 0.907, percentile 55.56 of 10
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6
Phụ Tùng Ô Tô Xe Tải
KDC Long Thịnh C13-15 Đường số 10 Q
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 0.901, percentile 44.44 of 10
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7
Ô tô Trường Vũ - Đại lí xe tải Cần Thơ 0985283123
91B Đường Nguyễn Văn Linh
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 0.868, percentile 33.33 of 10
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8
Tài Hồng Phát Oil Motobike CT
355AA-3599AA, Nguyễn Văn Cừ Nối Dài
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.96 · rank score 0.743, percentile 22.22 of 10
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9
Sửa Xe Lê Lo Cần Thơ
36 Quang Trung
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.96 · rank score 0.723, percentile 11.11 of 10
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10
PTN Racing Shop
Đ. Số 2
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.93 · rank score 0.500, percentile 0 of 10
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).