{"city":{"slug":"sharjah-ae","name":"Sharjah","country":"AE","country_name":"United Arab Emirates"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"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":"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":"2026-10-21","places":[{"rank":1,"place_id":"gers:78746f71-a765-403d-8faa-d3192e4d9e5d","name":"Shine N Glow Ladies Beauty Salon and Spa","category":"personal_or_beauty_service","address":"Mai Tower - 14th Floor, 5th St - suite #1409","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.388,"percentile":100},{"rank":2,"place_id":"gers:32445958-c098-4afd-81eb-fc79cc1ea6fe","name":"Golden Lotus Beauty Salon","category":"personal_or_beauty_service","address":"","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.361,"percentile":97.87},{"rank":3,"place_id":"gers:8e4975d3-42a1-43b8-896f-6a45f12311e9","name":"Noor Al Masa Ladies Beauty Saloon","category":"personal_or_beauty_service","address":"19A St - opp. Al Nahda Park","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.348,"percentile":95.74},{"rank":4,"place_id":"gers:7ded9285-3e4c-4f3b-8ac9-0b72e0fe2d5d","name":"Saigon Ladies Salon and Spa","category":"personal_or_beauty_service","address":"AB Plaza Shop # 1 - behind Aster Pharmacy","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.347,"percentile":93.62},{"rank":5,"place_id":"gers:5a587992-035e-4575-bf34-ddd87213c88b","name":"Al Saa Ladies Beauty Salon","category":"personal_or_beauty_service","address":"Al Sidra Building - Ground Floor - Al Ittihad Rd","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.336,"percentile":91.49},{"rank":6,"place_id":"gers:b5a3d80f-f26c-4b85-964b-84f33f516b20","name":"Quality Fix Gents Salon","category":"personal_or_beauty_service","address":"Al Shamshi Building - 54 Amman St","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.259,"percentile":89.36},{"rank":7,"place_id":"gers:257e3009-760f-4656-816d-5dc723004d67","name":"Anisaty Ladies Salon","category":"personal_or_beauty_service","address":"Building - 30 St","sources":["meta","overture"],"providers":2,"confidence":0.974,"website":true,"phone":true,"michelin":false,"score":2.258,"percentile":87.23},{"rank":8,"place_id":"gers:ba7307c8-2aea-4cf9-a85c-9c3f94a359c2","name":"Kenchie Gents Salon","category":"personal_or_beauty_service","address":"Al shamsi Building shop, number 6","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":85.11},{"rank":9,"place_id":"gers:32b08974-9189-49d0-a833-8a4c1f49ba82","name":"Mirrors Gents Center","category":"personal_or_beauty_service","address":"Unnamed Road","sources":["meta","overture"],"providers":2,"confidence":0.969,"website":true,"phone":true,"michelin":false,"score":2.228,"percentile":82.98},{"rank":10,"place_id":"gers:5387f591-b8ef-40cf-881c-5c37efe10924","name":"Companion Beauty Salon & Spa","category":"personal_or_beauty_service","address":"Madina Mall - 2nd Floor","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":true,"phone":true,"michelin":false,"score":2.198,"percentile":80.85}]}