{"city":{"slug":"fortaleza-br","name":"Fortaleza","country":"BR","country_name":"Brazil"},"category":{"key":"personal_care_and_beauty_store","label":"Personal Care and Beauty Store","phrase":"personal care and beauty shops","family":"shopping"},"candidates":96,"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:870f25c9-a700-440d-9539-621bb992d759","name":"Lalu Perfumaria","category":"personal_care_and_beauty_store","address":"R. Gov. Sampaio, 326","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.362,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:a83f5aef-5f17-4891-87de-dcbffabfda54","name":"Exalla Cosméticos Bezerra","category":"personal_care_and_beauty_store","address":"Av. Bezerra de Menezes, 2375","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.36,"percentile":98.95,"photo":null,"transit":null},{"rank":3,"place_id":"gers:8f20f5be-ac61-4db4-9630-230fbc6fb393","name":"Lau & Edi Perfumaria e Presentes","category":"personal_care_and_beauty_store","address":"R. Rosinha Sampaio, 977","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.36,"percentile":97.89,"photo":null,"transit":{"qid":"Q106544824","name":"Padre Andrade","mode":"metro","distanceM":790}},{"rank":4,"place_id":"gers:04db9003-35af-4f3b-8b0d-afa77dfbc105","name":"Exalla Cosmeticos","category":"personal_care_and_beauty_store","address":"R. Gen. Sampaio, 1159","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.345,"percentile":96.84,"photo":null,"transit":{"qid":"Q18372086","name":"José de Alencar","mode":"metro","distanceM":333}},{"rank":5,"place_id":"gers:2e4d0873-dd28-4f54-a5fe-9efbeff85caf","name":"Exalla Cosméticos Aldeota","category":"personal_care_and_beauty_store","address":"Av. Dom Luís, 500 Piso 1, Loja 140","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.329,"percentile":95.79,"photo":null,"transit":{"qid":"Q18416768","name":"Leonardo Mota","mode":"metro","distanceM":365}},{"rank":6,"place_id":"gers:1ddcfb83-a529-4344-af2c-6c62ad93f835","name":"Estética Pop Clínica","category":"personal_care_and_beauty_store","address":"Av. Srg. Hermínio Sampaio, 4401","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.327,"percentile":94.74,"photo":null,"transit":{"qid":"Q106544824","name":"Padre Andrade","mode":"metro","distanceM":269}},{"rank":7,"place_id":"gers:bc6de0dd-818f-4335-85ef-47eada2ac1d1","name":"Perfumaria Moreira","category":"personal_care_and_beauty_store","address":"R. Pedro I, 738","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.327,"percentile":93.68,"photo":null,"transit":{"qid":"Q18363032","name":"São Benedito","mode":"metro","distanceM":439}},{"rank":8,"place_id":"gers:563b5e4c-d036-454a-8abe-e912582080ed","name":"Exalla Cosméticos Parangaba","category":"personal_care_and_beauty_store","address":"Av. Augusto dos Anjos, 1150","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.326,"percentile":92.63,"photo":null,"transit":null},{"rank":9,"place_id":"gers:fc08cacf-a780-4d5f-b1ef-b342c8d9e381","name":"Cosbel","category":"personal_care_and_beauty_store","address":"Avenida Aguanambi, 150","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.316,"percentile":91.58,"photo":null,"transit":null},{"rank":10,"place_id":"gers:2c4167eb-9275-4a7b-be04-5c4ca5076b60","name":"Avance Equipamentos","category":"personal_care_and_beauty_store","address":"Rua Ministro Joaquim Bastos, 322","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.309,"percentile":90.53,"photo":null,"transit":{"qid":"Q28679741","name":"Borges de Melo","mode":"metro","distanceM":778}}]}