Ranked shortlist · 10 of 88 vehicle parts shops
Best vehicle parts shops in Auckland
The 10 most notable vehicle parts shops in Auckland, 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
Roof Rack Centre Auckland
502 Sandringham Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.987, percentile 100 of 88
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2
Nucleus Imports
30 O'Rorke Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.982, percentile 98.85 of 88
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3
Repco New Lynn
9 Clark St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.951, percentile 97.7 of 88
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4
Sound Tech Car Audio & Security
104B Lansford Cres
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.950, percentile 96.55 of 88
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5
Allport Motorsports
34 Olive Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.934, percentile 95.4 of 88
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6
Supercheap Auto Kelston
4026 Great North Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.930, percentile 94.25 of 88
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7
Scarles Performance
41 Patiki Rd
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.928, percentile 93.1 of 88
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8
Segedin Truck and Auto Parts
53 Andrew Baxter Dr
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.925, percentile 91.95 of 88
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9
Force4 Limited
62 Forge Road, Unit A
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.905, percentile 90.8 of 88
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10
Auckland Japanese Car Parts Centre
322 Church St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.903, percentile 89.66 of 88
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).