{"city":{"slug":"santiago-cl","name":"Santiago","country":"CL","country_name":"Chile"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":195,"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":"microsoft","name":"Microsoft","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:59f118c1-1823-4dce-b3d5-f55ef76a6402","name":"Nissan Bruno Fritsch","category":"auto_dealer","address":"Av. La Florida 8954","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.323,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:57413d55-b443-46ad-a7e6-084b94e2c2d5","name":"Salazar Israel Usados","category":"auto_dealer","address":"Santiago - Av. Pedro Aguirre Cerda 6697","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.322,"percentile":99.48,"photo":null,"transit":null},{"rank":3,"place_id":"gers:f9e1b75b-bb49-49c3-a76d-6ae901e89862","name":"Klassik Car","category":"auto_dealer","address":"Av Vitacura 8092","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.32,"percentile":98.97,"photo":null,"transit":null},{"rank":4,"place_id":"gers:be03c5d1-e26b-48a5-8a2f-260e5a9b55df","name":"Hyundai Vicuña Mackenna | Bruno Fritsch","category":"auto_dealer","address":"Av. Vicuña Mackenna 7781","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.316,"percentile":98.45,"photo":null,"transit":{"qid":"Q5249593","name":"Vicente Valdés","mode":"metro","distanceM":164}},{"rank":5,"place_id":"gers:dddd5cbf-b3fe-4fa4-86e5-236c584d9b1c","name":"Seminuevos Zentrum","category":"auto_dealer","address":"Av. Raúl Labbé 12509","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.316,"percentile":97.94,"photo":null,"transit":null},{"rank":6,"place_id":"gers:7fb17dbc-fc26-42ea-8d80-21a0a897f718","name":"Miguel Jacob Helo Volkswagen","category":"auto_dealer","address":"Av. Francisco Bilbao 2626","sources":["microsoft","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.315,"percentile":97.42,"photo":null,"transit":null},{"rank":7,"place_id":"gers:8586d333-88d9-42f2-9876-c5f57549ced9","name":"Lexus Las Condes","category":"auto_dealer","address":"Av. Las Condes 11800","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.307,"percentile":96.91,"photo":null,"transit":null},{"rank":8,"place_id":"gers:a0abaa14-d4f6-4f62-98f1-0b83c657101d","name":"Nissan POMPEYO CARRASCO BILBAO","category":"auto_dealer","address":"Av. Francisco Bilbao 2575","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.306,"percentile":96.39,"photo":null,"transit":null},{"rank":9,"place_id":"gers:c4e6b02e-bba9-4671-8c1f-7ab7ed52a9a9","name":"Nissan Portillo Bilbao","category":"auto_dealer","address":"Santiago - Av. Francisco Bilbao 5609","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.304,"percentile":95.88,"photo":null,"transit":null},{"rank":10,"place_id":"gers:92608b6e-5c89-485f-ae6d-794f9cf8a22b","name":"Audi Zentrum Santiago","category":"auto_dealer","address":"Av. Raúl Labbé 12509","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.304,"percentile":95.36,"photo":null,"transit":null}]}