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Ranked shortlist · 10 of 434 car repair and service shops
Best car repair and service shops in Köln
The 10 most notable car repair and service shops in Köln, 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
Odendahl & Heise
Robert-Perthel-Straße 65
757 m from Köln-Butzweiler railway station, rail
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 100 of 434
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2
Thöne & Schlösser
An Der Fuchskuhl 1
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 99.77 of 434
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3
Premio Reifen Und Autoservice Redo
Longericher Straße 203
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 99.54 of 434
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4
Kraftfahrzeugtechnik Offermann
Engeldorfer Straße 25
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 99.31 of 434
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5
Autosattlerei Ballas Köln
Peter-Stühlen-Straße 112
536 m from Köln-Trimbornstraße station, rail
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 99.08 of 434
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6
Spies Automobile Köln
Industriestraße 161
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 98.85 of 434
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7
Oil Change Station Brühl
Bremer Straße 9
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 98.61 of 434
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8
Auto- Und Motorradservice Sascha Luy
Berliner Straße 462
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 98.38 of 434
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9
Premio Reifen + Autoservice Pusch
Siegburger Straße 378
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 98.15 of 434
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10
Waschlappen Textile Autowaschstraße Hürth
Max-Planck-Straße 17
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.200, percentile 97.92 of 434
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).