{"city":{"slug":"johannesburg-za","name":"Johannesburg","country":"ZA","country_name":"South Africa"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":276,"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:10317e1f-2ab4-4748-884f-7dd9703c42eb","name":"Jaguar Sandton","category":"auto_dealer","address":"161 Rivonia Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.13,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:5fff256c-67bc-4751-8bd4-88c109ded351","name":"BMW Northcliff","category":"auto_dealer","address":"11 Cresta Ln","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":99.64,"photo":null,"transit":null},{"rank":3,"place_id":"gers:b5cd8747-a8c2-4921-86a9-3a415d765daf","name":"Land Rover Bedfordview","category":"auto_dealer","address":"48 Nicol Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":99.27,"photo":null,"transit":null},{"rank":4,"place_id":"gers:e378dfab-f613-47d2-8aad-80da62eb15c4","name":"Motus Toyota Parktown","category":"auto_dealer","address":"67 Empire Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":98.91,"photo":null,"transit":null},{"rank":5,"place_id":"gers:b94449a2-9291-4b07-ab3f-380055a44470","name":"Audi Centre Bryanston","category":"auto_dealer","address":"2984 Winnie Mandela Dr","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":98.55,"photo":null,"transit":null},{"rank":6,"place_id":"gers:b1e21085-8b92-4112-a06a-54a196171434","name":"Land Rover The Glen","category":"auto_dealer","address":"Cnr Comaro &, Victoria Street","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":98.18,"photo":null,"transit":null},{"rank":7,"place_id":"gers:efc9a73c-9a85-4f68-9abe-9c5f35d68e2c","name":"Land Rover Waterford","category":"auto_dealer","address":"and, Cnr Witkoppen Road, Waterford Dr","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":97.82,"photo":null,"transit":null},{"rank":8,"place_id":"gers:7faa1b07-c8e3-467d-8ba2-c614edc4a0e6","name":"Ford Bryanston","category":"auto_dealer","address":"Cnr Winnie Mandela Drive &, Mattie Ave","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":97.45,"photo":null,"transit":null},{"rank":9,"place_id":"gers:3127b2dc-8510-48a1-aff4-078c9134e8ef","name":"Rivonia Toyota","category":"auto_dealer","address":"Rivonia Crossing Cnr Witkoppen &, Rivonia Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.129,"percentile":97.09,"photo":null,"transit":null},{"rank":10,"place_id":"gers:e7721b13-a6ca-419e-9df3-4de8a338431e","name":"Motus Ford Kempton Park","category":"auto_dealer","address":"19 Wellington St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.128,"percentile":96.73,"photo":null,"transit":{"qid":"Q7321050","name":"Rhodesfield","mode":"rail","distanceM":624}}]}