{"city":{"slug":"riyadh-sa","name":"Riyadh","country":"SA","country_name":"Saudi Arabia"},"category":{"key":"fashion_and_apparel_store","label":"Fashion and Apparel Store","phrase":"fashion and apparel shops","family":"shopping"},"candidates":227,"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:247858b5-6bf0-453b-9d94-7c4abf9e4c59","name":"Tous Al Nakheel Mall - Riyadh","category":"fashion_and_apparel_store","address":"2976 Al Imam Saud Ibn Abdul Aziz Branch Rd Al Mughrizat","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.527,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:c52b4572-2b4c-4017-8fd4-ac32a03227e7","name":"TAG Heuer- Kingdom Center","category":"fashion_and_apparel_store","address":"Kingdom Centre, G #009, King Fahd Road, Al Olaya","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.519,"percentile":99.56,"photo":null,"transit":{"qid":"Q120404812","name":"Al Urubah","mode":"metro","distanceM":308}},{"rank":3,"place_id":"gers:588add6e-1e2d-4bae-9dc9-b98281cc2f91","name":"أمريكان إيجل أوتفترز","category":"fashion_and_apparel_store","address":"Granada Mall","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.515,"percentile":99.12,"photo":null,"transit":{"qid":"Q131367956","name":"Granadia","mode":"metro","distanceM":502}},{"rank":4,"place_id":"gers:53657447-0ea6-45ac-9d20-f7999b9c0bba","name":"فيرساتشي","category":"fashion_and_apparel_store","address":"King Abdullah Rd, King Fahd, Kingdom Center, Level 1","sources":["microsoft","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.48,"percentile":98.67,"photo":null,"transit":{"qid":"Q120402040","name":"STC","mode":"metro","distanceM":607}},{"rank":5,"place_id":"gers:8a5c3426-e351-44d8-a83e-dd2fcbd90294","name":"Othaim Khurais- Payless MENA","category":"fashion_and_apparel_store","address":"Khurais road","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.429,"percentile":98.23,"photo":null,"transit":null},{"rank":6,"place_id":"gers:a5c4a461-534f-405a-bc07-3f116b5c70f7","name":"Tylos Jewelry 79","category":"fashion_and_apparel_store","address":"محل رقم 79، الثميري 3252، سوق الثميري للذهب","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.416,"percentile":97.79,"photo":null,"transit":{"qid":"Q120402032","name":"Qasr al Hokm","mode":"metro","distanceM":270}},{"rank":7,"place_id":"gers:75e5261a-93ad-473d-aa2a-0230e4d7f279","name":"Pinko Store Riyadh","category":"fashion_and_apparel_store","address":"Al Faisaliyah Center","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.412,"percentile":97.35,"photo":null,"transit":{"qid":"Q120402029","name":"King Fahad Library","mode":"metro","distanceM":245}},{"rank":8,"place_id":"gers:7d27ce71-87b2-4b92-84b5-c0f611154fcb","name":"Roaya Eye Center","category":"fashion_and_apparel_store","address":"King Fahad Branch Rd","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.41,"percentile":96.9,"photo":null,"transit":{"qid":"Q120402030","name":"Ministry of Interior","mode":"metro","distanceM":380}},{"rank":9,"place_id":"gers:9f70d4c0-9f21-460b-b5da-bce4e71ed055","name":"ايمان العجلان Eman AlAjlan","category":"fashion_and_apparel_store","address":"طريق الأمير محمد بن عبدالعزيز, Store No. 5","sources":["microsoft","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.391,"percentile":96.46,"photo":null,"transit":{"qid":"Q120402042","name":"Al Bilad Bank","mode":"metro","distanceM":531}},{"rank":10,"place_id":"gers:171e6b8b-f095-41a8-88d9-500884d0268d","name":"Riyadh Dress","category":"fashion_and_apparel_store","address":"Hisham Ibn Abd Al Malek, 4146 hisham ibn and al malek st","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.391,"percentile":96.02,"photo":null,"transit":null}]}