Ranked shortlist · 10 of 10 vehicle parts shops
Best vehicle parts shops in Brussels
The 10 most notable vehicle parts shops in Brussels, 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
Battery Discount
Chau. de Louvain 308
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.014, percentile 100 of 10
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2
Autosquare Plus
Rue de Groeninghe 46
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 1.886, percentile 88.89 of 10
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3
AMS Car Parts
Av. de la Couronne 299
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.775, percentile 77.78 of 10
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4
Auto M&M
Rue Picard 58
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.755, percentile 66.67 of 10
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5
Arsoy Auto Shop
Rue Jean-Baptiste Bauwens 1
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 1.634, percentile 55.56 of 10
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6
Mécanique Car
Chau. de Haecht 336
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 1.631, percentile 44.44 of 10
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7
Turboshourishkan
Rue des Etangs Noirs 53
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.514, percentile 33.33 of 10
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8
Opel Mabille
Chaussée de Gand 528
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.499, percentile 22.22 of 10
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9
DRM Motorshop
Avenue Oscar van Goidtsnoven 35
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.478, percentile 11.11 of 10
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10
OTM-SHOP
Alfons Gossetlaan 30A
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.313, 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 calibration: 533 Michelin-starred restaurants in the catalogue were checked against their own group. It is the only designation that covers more than one place, so the ranking is corroborated for restaurants and uncorroborated elsewhere — the manifest says so per run. 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).