{"city":{"slug":"koeln-de","name":"Köln","country":"DE","country_name":"Germany"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":105,"rank":{"method":"curation quality, not popularity: how well attested and how complete a record is","weights":{"attest":0.35,"complete":0.25,"confidence":0.2,"designation":0.4,"fame":-0.15,"chain":-0.3},"limit":"no licensable popularity signal; this ranks curation quality, not taste","anchors":{"wikivoyage":{"status":"validation-only","source":"Wikivoyage (English) editorial listings","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/","attribution":"Wikivoyage contributors","gate_m":250,"min_group":10,"matched":5951,"matched_cities":294,"anchors_in_groups":5651,"groups":1554,"cities_in_groups":267,"median_percentile":73.02,"share_top_decile":0.242,"share_rank_1":0.029,"families":{"arts_and_entertainment":{"anchors":1112,"cities":122,"validated":true,"median_percentile":70.83,"share_top_decile":0.221},"food_and_drink":{"anchors":2312,"cities":180,"validated":true,"median_percentile":71.88,"share_top_decile":0.228},"health_care":{"anchors":5,"cities":5,"validated":false},"lifestyle_services":{"anchors":17,"cities":16,"validated":false},"lodging":{"anchors":1442,"cities":235,"validated":true,"median_percentile":76.19,"share_top_decile":0.275},"shopping":{"anchors":528,"cities":110,"validated":true,"median_percentile":76.42,"share_top_decile":0.261},"sports_and_recreation":{"anchors":209,"cities":70,"validated":true,"median_percentile":69.69,"share_top_decile":0.22},"travel_and_transportation":{"anchors":26,"cities":22,"validated":false}},"limit":"An anchor only exists where Wikivoyage and the catalogue name the same place, so the matched set is biased toward well-attested places - which the rank rewards through `attest`. Every number here is a lower bound on the ranking's agreement with editorial selection, not an unbiased estimate of it."},"michelin":{"matched":533,"anchors_in_groups":528,"median_percentile":100,"circular":true,"why":"partly circular: 17 of the 5,951 Wikivoyage anchors carry the designation term this rank rewards (designation +0.40) and sit at a median percentile of 99.93, against 72.55 for the 5,934 matched anchors without it. A validation set that shares a term with the model measures the term, not the model.","designated":{"anchors":17,"median_percentile":99.93},"undesignated":{"anchors":5934,"median_percentile":72.55}},"heritage":{"matched_in_groups":1,"median_percentile":87.5,"note":"one anchor: too few to validate anything"}}},"sources":[{"id":"brightquery","name":"BrightQuery","licence":"CDLA-Permissive-2.0"},{"id":"meta","name":"Meta","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"}],"attribution":"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).","placement":"Nobody paid for placement: no ads, no sponsored results, no ratings for sale.","no_ratings":"The catalogue carries no rating, review count, price or opening hours, so this file has none.","transit":{"source":"Wikidata","licence":"CC0-1.0","attribution":"Station locations from Wikidata (CC0-1.0).","gate_m":800,"note":"Nearest station, not service: no frequency, timetable or departures."},"generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:e1a00f48-6f72-48f4-b451-2a6c8067c14a","name":"Opel Stellantis &you Köln Mülheim","category":"auto_dealer","address":"Frankfurter Straße 130","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.179,"percentile":100,"photo":null,"transit":{"qid":"Q320345","name":"Köln-Mülheim station","mode":"rail","distanceM":535}},{"rank":2,"place_id":"gers:b957dece-a870-4efb-a000-f897991128ad","name":"Porsche Zentrum Köln","category":"auto_dealer","address":"Fröbelstraße 15","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.179,"percentile":99.04,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d2232760-7514-450c-ac6f-280c41f4d7ca","name":"Mazda Motor Europe","category":"auto_dealer","address":"Hitdorfer Straße 73","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.179,"percentile":98.08,"photo":null,"transit":null},{"rank":4,"place_id":"gers:62af80f7-01d4-453b-ab82-f86941d766df","name":"Mercedes-benz Autohaus Zorn","category":"auto_dealer","address":"Fischenicher Straße 19","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.179,"percentile":97.12,"photo":null,"transit":null},{"rank":5,"place_id":"gers:01667ced-57cb-40ca-913c-afaa836d7108","name":"Autohaus Möltgen Gmbh - Hürth","category":"auto_dealer","address":"Max-Planck-Straße 14","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.179,"percentile":96.15,"photo":null,"transit":null},{"rank":6,"place_id":"gers:5b6e5990-4568-48c5-98d6-1a8ab62a3d2c","name":"Audi Zentrum Leverkusen","category":"auto_dealer","address":"Willy-Brandt-Ring 10","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.179,"percentile":95.19,"photo":null,"transit":null},{"rank":7,"place_id":"gers:bfc03fe4-cc88-4258-a152-ad6328f2ff1f","name":"Autokauf-koeln","category":"auto_dealer","address":"Bergisch Gladbacher Straße 418","sources":["brightquery","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.179,"percentile":94.23,"photo":null,"transit":null},{"rank":8,"place_id":"gers:f9146df7-80a6-4023-8cd3-97ea9b26436c","name":"Autohaus Karlsohn Honda, Mitsubishi und Ora Vertragshändler","category":"auto_dealer","address":"Hermülheimer Straße 2","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.178,"percentile":93.27,"photo":null,"transit":null},{"rank":9,"place_id":"gers:419a3e72-9f20-415b-96a3-48e9a02c47bb","name":"Emil Frey NRW-Garage Leverkusen","category":"auto_dealer","address":"Manforter Str. 24","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.178,"percentile":92.31,"photo":null,"transit":{"qid":"Q1874382","name":"Leverkusen Mitte station","mode":"rail","distanceM":460}},{"rank":10,"place_id":"gers:6cbcd9ab-094f-4468-abfb-ae2437797b99","name":"Autohaus Peter Marleaux","category":"auto_dealer","address":"Hansastraße 1","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.178,"percentile":91.35,"photo":null,"transit":null}]}