{"city":{"slug":"lucknow-in","name":"Lucknow","country":"IN","country_name":"India"},"category":{"key":"personal_or_beauty_service","label":"Personal or Beauty Service","phrase":"beauty and personal care services","family":"lifestyle_services"},"candidates":101,"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:aac9f286-f3f9-4a4d-b3a0-1995632c7401","name":"Lakme Salon in Aligunj,Lucknow","category":"personal_or_beauty_service","address":"No M, 1/88, Kapoorthala Road, opposite Spencer","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.46,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:f65c7f73-158c-419c-a16a-29ff995b4a88","name":"Geetanjali Salon | Gomti Nagar","category":"personal_or_beauty_service","address":"Manoj Pandey Chauraha, 5/27","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.456,"percentile":99,"photo":null,"transit":null},{"rank":3,"place_id":"gers:27f7d3dd-1cc6-4e25-9748-4ad7acf51054","name":"Lakme Salon in Vivek Khand,Gomti Ngr,Lucknow","category":"personal_or_beauty_service","address":"No 4, 15, Manoj Pandey Chauraha, near Baldev Singh Arya Marg","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.446,"percentile":98,"photo":null,"transit":null},{"rank":4,"place_id":"gers:bf22eb24-c207-4b40-8415-d9c844742079","name":"Glam Studios Aliganj","category":"personal_or_beauty_service","address":"UGF, Highland Tower, near Ram Ram Bank Chauraha","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.433,"percentile":97,"photo":null,"transit":{"qid":"Q63357514","name":"Mohibullapur railway station","mode":"rail","distanceM":787}},{"rank":5,"place_id":"gers:77396d48-eae2-4b9d-9eeb-248ec79e3212","name":"Glam Studios Kapoorthala","category":"personal_or_beauty_service","address":"Shop No - 1, Swaroop Arcade, 4,7,10 B-1/15F","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.432,"percentile":96,"photo":null,"transit":null},{"rank":6,"place_id":"gers:c036a7e2-bbe6-48fd-a83f-8df75467a9d8","name":"Jawed Habib Salon Hazratganj","category":"personal_or_beauty_service","address":"First Floor, 25 kha, Jopling Rd, P.N.Road","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.424,"percentile":95,"photo":null,"transit":null},{"rank":7,"place_id":"gers:fcd49a5d-e160-408e-9652-52026b5300d4","name":"The Sparsh Klinic- Skin Care and Hair Transplant Centre | Best Hair Transplant Clinic in Lucknow","category":"personal_or_beauty_service","address":"4/491, Vivek Khand, near Patrakarpuram Crossing Road","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.388,"percentile":94,"photo":null,"transit":{"qid":"Q24949486","name":"Gomti Nagar railway station","mode":"rail","distanceM":705}},{"rank":8,"place_id":"gers:efacff70-2ff2-43e4-b71c-6d7d5b34e93b","name":"Talwar Skin Centre","category":"personal_or_beauty_service","address":"C1113, Church Rd","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.37,"percentile":93,"photo":null,"transit":{"qid":"Q17056424","name":"Indira Nagar metro station","mode":"metro","distanceM":360}},{"rank":9,"place_id":"gers:d789281e-93f6-4065-9153-6c7433d0610d","name":"Naina Beauty Salon","category":"personal_or_beauty_service","address":"Ashok Marg, opp. Indian Bank, near Talwar Petrol Pump","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.366,"percentile":92,"photo":null,"transit":{"qid":"Q17054729","name":"Hazratganj metro station","mode":"metro","distanceM":555}},{"rank":10,"place_id":"gers:c7d8cace-d46f-4f3b-87c5-7f3639d2e25d","name":"Deep Naturals Unisex Salon and Boutique","category":"personal_or_beauty_service","address":"2/254","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.365,"percentile":91,"photo":null,"transit":null}]}