{"city":{"slug":"guayaquil-ec","name":"Guayaquil","country":"EC","country_name":"Ecuador"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":29,"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:2275cb6e-e133-45e7-bc8f-0f3454fcef09","name":"E. Maulme - Chevrolet","category":"auto_dealer","address":"Av. de las Américas 795","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.342,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:bc12d811-651b-4dea-a70d-a128f038869b","name":"Grupo Mavesa","category":"auto_dealer","address":"Tanca Marengo","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.316,"percentile":96.43,"photo":null,"transit":null},{"rank":3,"place_id":"gers:dbebaac6-022c-4db2-a227-6c3300549d0e","name":"Grupo Lader Américas","category":"auto_dealer","address":"Av. De las Américas y Virgilio Jaime Salinas","sources":["meta","overture"],"providers":2,"confidence":0.958,"website":true,"phone":true,"michelin":false,"score":2.282,"percentile":92.86,"photo":null,"transit":null},{"rank":4,"place_id":"gers:2fa8b6dc-53ac-4e61-b91e-c177ec95e4c4","name":"Chery Juan Tanca Marengo","category":"auto_dealer","address":"Mall del Sol, Av. Juan Tanca Marengo Km 1","sources":["meta","overture"],"providers":2,"confidence":0.949,"website":true,"phone":true,"michelin":false,"score":2.21,"percentile":89.29,"photo":null,"transit":null},{"rank":5,"place_id":"gers:2cfef345-5d27-4cf5-bdc5-1fb61110cb1d","name":"Toyocosta","category":"auto_dealer","address":"Matriz Carlos Julio Arosemena, Av. Pdte. Carlos Julio Arosemena Tola y 5 Km 3","sources":["meta","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":85.71,"photo":null,"transit":null},{"rank":6,"place_id":"gers:59fe9ffe-5550-456a-ba5c-fbe6761db554","name":"Automotores Continental Tanca Marengo","category":"auto_dealer","address":"AV. JUAN TANCA MARENGO Y CALLE 11","sources":["meta","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":82.14,"photo":null,"transit":null},{"rank":7,"place_id":"gers:d683c03d-a0e1-4ed9-a2e2-9283109ca84e","name":"Foton Concesionario Fangio","category":"auto_dealer","address":"Febres Cordero 17","sources":["meta","overture"],"providers":2,"confidence":0.936,"website":true,"phone":true,"michelin":false,"score":2.113,"percentile":78.57,"photo":null,"transit":null},{"rank":8,"place_id":"gers:e91c3588-34f8-4f17-9445-cde97d0f8312","name":"Kia - Iokars Carlos Julio","category":"auto_dealer","address":"Av. Carlos Julio, Arosemema y Diagonal a Km 1.6","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":false,"phone":true,"michelin":false,"score":2.107,"percentile":75,"photo":null,"transit":null},{"rank":9,"place_id":"gers:53d5e037-4902-4ede-9aec-0f3e6c8c7eb0","name":"Induwagen","category":"auto_dealer","address":"Av. Pdte. Carlos Julio Arosemena Tola Km 4, km 2","sources":["meta","overture"],"providers":2,"confidence":0.93,"website":true,"phone":true,"michelin":false,"score":2.064,"percentile":71.43,"photo":null,"transit":null},{"rank":10,"place_id":"gers:173f0a62-0706-4a64-82e1-db210f36c240","name":"Dicresa","category":"auto_dealer","address":"Av. Carlos Luis Plaza Dañin","sources":["meta","overture"],"providers":2,"confidence":0.929,"website":true,"phone":true,"michelin":false,"score":2.056,"percentile":67.86,"photo":null,"transit":null}]}