{"city":{"slug":"birmingham-gb","name":"Birmingham","country":"GB","country_name":"United Kingdom"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":135,"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":"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:da91d833-bc47-4773-b449-0b11e457345c","name":"Porsche Centre Sutton Coldfield","category":"auto_dealer","address":"Coleshill Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":100,"photo":null,"transit":{"qid":"Q7650232","name":"Sutton Coldfield Town railway station","mode":"rail","distanceM":595}},{"rank":2,"place_id":"gers:51d9cc40-7bbe-413b-aa96-3e2366280ff0","name":"Lexus Birmingham","category":"auto_dealer","address":"Fort Dunlop, 4 Wingfoot Way","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":99.25,"photo":null,"transit":null},{"rank":3,"place_id":"gers:3176ff97-2a06-471d-9a0a-4a34c0af9241","name":"Brayley Nissan Birmingham","category":"auto_dealer","address":"127 Chester Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":98.51,"photo":null,"transit":null},{"rank":4,"place_id":"gers:d5c7eb9f-b53d-4bc6-9a2c-f642e54cc790","name":"Hyundai Birmingham West","category":"auto_dealer","address":"110 Hagley Road West","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":97.76,"photo":null,"transit":null},{"rank":5,"place_id":"gers:7cc4e536-4194-48b7-8b9f-45705f5f9708","name":"Volkswagen Van Centre Birmingham","category":"auto_dealer","address":"St Stephens St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":97.01,"photo":null,"transit":null},{"rank":6,"place_id":"gers:7168024f-bb0f-4959-97a9-0d89c8e62a27","name":"Bentley Birmingham","category":"auto_dealer","address":"2 Wingfoot Way, Fort Pkwy","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":96.27,"photo":null,"transit":null},{"rank":7,"place_id":"gers:c024b8eb-2fe7-426d-a87f-1ed9ed1cccc0","name":"Vertu Ford Shirley","category":"auto_dealer","address":"361-369 Stratford Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":95.52,"photo":null,"transit":null},{"rank":8,"place_id":"gers:48d7102e-e784-43ec-a226-1983a103ceb8","name":"Chambers Ford - Sutton Coldfield","category":"auto_dealer","address":"Coleshill Road","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":94.78,"photo":null,"transit":{"qid":"Q7650232","name":"Sutton Coldfield Town railway station","mode":"rail","distanceM":701}},{"rank":9,"place_id":"gers:2a26ad76-4029-47ca-a99e-9d577357980b","name":"Sutton Park Perry Barr Dacia","category":"auto_dealer","address":"390 College Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":94.03,"photo":null,"transit":null},{"rank":10,"place_id":"gers:f65f6464-ed18-4d57-b854-9b0642229f72","name":"Sutton Park Kia","category":"auto_dealer","address":"Sutton Park, 62 Chester Rd N","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":93.28,"photo":null,"transit":null}]}