{"city":{"slug":"guayaquil-ec","name":"Guayaquil","country":"EC","country_name":"Ecuador"},"category":{"key":"fashion_and_apparel_store","label":"Fashion and Apparel Store","phrase":"fashion and apparel shops","family":"shopping"},"candidates":62,"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.","generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:cf501366-6d1f-4810-b723-c989f4e0adea","name":"De Prati Luque","category":"fashion_and_apparel_store","address":"Luque 317 y Chile, Esquina","sources":["microsoft","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.496,"percentile":100,"photo":null},{"rank":2,"place_id":"gers:ac94dc90-7a03-4417-a713-d613c65b288c","name":"ETAFASHION 9 de Octubre","category":"fashion_and_apparel_store","address":"Provincia de Guayaquil, Avenida 9 de Octubre 416 & Chile,","sources":["microsoft","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.374,"percentile":98.36,"photo":null},{"rank":3,"place_id":"gers:8093562c-bc96-43a6-ad02-c78cfbad5b84","name":"Calzado Coloma By Bruxelles","category":"fashion_and_apparel_store","address":"José Benites de Luque 654","sources":["meta","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":2.362,"percentile":96.72,"photo":null},{"rank":4,"place_id":"gers:ad1154d1-6b85-4ac6-86b6-ae7e1db2b8ff","name":"ETAFASHION San Marino Shopping","category":"fashion_and_apparel_store","address":"Local 03 (Planta baja), Luis Plaza Dañn","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.331,"percentile":95.08,"photo":null},{"rank":5,"place_id":"gers:1fd30dca-7f5d-4399-91ce-4c85cd1add9d","name":"De Prati La Rotonda","category":"fashion_and_apparel_store","address":"Avenue Benjamín Carrión Mora, Alborada 10ma etapa, Local 40: Moda. Local 42: Hogar","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.325,"percentile":93.44,"photo":null},{"rank":6,"place_id":"gers:c081d95f-a413-4da9-9d0a-0788a129a8cb","name":"Centro Comercial Cimar","category":"fashion_and_apparel_store","address":"Calle Villamil","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.315,"percentile":91.8,"photo":null},{"rank":7,"place_id":"gers:7008e84f-febb-4a3b-bffa-68bd539d9d39","name":"Buggatti Samborondón - Alhambra Shopping","category":"fashion_and_apparel_store","address":"Centro Comercial Alhambra, Av. Samborondón","sources":["meta","overture"],"providers":2,"confidence":0.956,"website":true,"phone":true,"michelin":false,"score":2.261,"percentile":90.16,"photo":null},{"rank":8,"place_id":"gers:a33d75ad-e464-42cd-b5f6-0b332565fca6","name":"Joyería Judith","category":"fashion_and_apparel_store","address":"Artisanal Market of Guayaquil, Baquerizo Moreno, y y Juan Montalvo, Local 105","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.251,"percentile":88.52,"photo":null},{"rank":9,"place_id":"gers:e64bba10-25af-4b2c-8428-f2fed150cbfa","name":"Optica Atlas","category":"fashion_and_apparel_store","address":"cooperativa 12 de noviembre ATRAS DE, Primavera 1","sources":["meta","overture"],"providers":2,"confidence":0.954,"website":true,"phone":true,"michelin":false,"score":2.249,"percentile":86.89,"photo":null},{"rank":10,"place_id":"gers:d2881f8f-344a-4364-865a-0ec710e3780e","name":"Optica Vision 2000","category":"fashion_and_apparel_store","address":"C.C. Garzocentro 2000, C. 16 NE - Av. Agustín Freire Icaza, Local 309","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.233,"percentile":85.25,"photo":null}]}