{"city":{"slug":"monterrey-mx","name":"Monterrey","country":"MX","country_name":"Mexico"},"category":{"key":"shopping","label":"Shopping","phrase":"shopping","family":"shopping"},"candidates":48,"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:cd1b7c80-a228-4d36-9c8b-d32dce865e88","name":"TUMI Fashion Drive","category":"shopping","address":"Av. Diego Rivera 1000","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.372,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:1495e849-8447-451f-85ee-692bf034cc3d","name":"Mar Amoli Cosmética Natural","category":"shopping","address":"Francisco Siller 164","sources":["microsoft","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.306,"percentile":97.87,"photo":null,"transit":null},{"rank":3,"place_id":"gers:ecafb50e-ab8f-4981-ae7c-a3e237b3f512","name":"Molteni&C Shop In Shop","category":"shopping","address":"Calzada del Valle 111, Colonia del Valle","sources":["microsoft","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.272,"percentile":95.74,"photo":null,"transit":null},{"rank":4,"place_id":"gers:58f04ec9-f6ce-4017-b592-0319870d29cf","name":"Forrajera la Gavia","category":"shopping","address":"Benito Juárez 6020 A","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.245,"percentile":93.62,"photo":null,"transit":null},{"rank":5,"place_id":"gers:aac41255-61d4-4009-9cfc-676a778f6248","name":"Tramex Ambiental SA de CV","category":"shopping","address":"Paseo Llavale 1205A","sources":["microsoft","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.232,"percentile":91.49,"photo":null,"transit":null},{"rank":6,"place_id":"gers:a5116db5-afc2-4d77-95a9-928a18664371","name":"Castillo de Zoe","category":"shopping","address":"Modesto Arreola Ote. 202 Pte","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.231,"percentile":89.36,"photo":null,"transit":null},{"rank":7,"place_id":"gers:d864630c-930b-41e8-81ba-b8e99d4d9903","name":"Plaza Forum Leones","category":"shopping","address":"Av. Paseo de los Leones","sources":["meta","overture"],"providers":2,"confidence":0.971,"website":true,"phone":true,"michelin":false,"score":2.201,"percentile":87.23,"photo":null,"transit":null},{"rank":8,"place_id":"gers:260f3c7a-8feb-4975-8896-a25c3b87a6da","name":"Don Colchón Cumbres","category":"shopping","address":"Ave. Leones #8901","sources":["microsoft","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":85.11,"photo":null,"transit":null},{"rank":9,"place_id":"gers:10094868-714f-45ab-91db-625dfabbc961","name":"Papelera Panamericana","category":"shopping","address":"Serafín Peña 620","sources":["meta","overture"],"providers":2,"confidence":0.978,"website":true,"phone":true,"michelin":false,"score":2.183,"percentile":82.98,"photo":null,"transit":{"qid":"Q5060242","name":"Central","mode":"rail","distanceM":552}},{"rank":10,"place_id":"gers:4f97da74-d24f-4984-8d7c-336b822ace3b","name":"Salas Monterrey","category":"shopping","address":"Av. Paseo de los Leones 110 B1","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.162,"percentile":80.85,"photo":null,"transit":null}]}