{"city":{"slug":"surat-in","name":"Surat","country":"IN","country_name":"India"},"category":{"key":"travel_service","label":"Travel Service","phrase":"travel services","family":"travel_and_transportation"},"candidates":38,"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:f9382d44-b725-419f-92e8-540c52c980dd","name":"Book n Fly Pvt. Ltd.","category":"travel_service","address":"Sy no 1486, 451, Textile Market Landmark, Rathi Palace, Plot No 1, BLock no 13","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.369,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:176f7b5d-1997-4ff0-b17b-75930970c693","name":"Sky Holidays","category":"travel_service","address":"Police Station, G-116, Central Bazzar, Varachha Main Rd, opp. Varachha","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.364,"percentile":97.3,"photo":null,"transit":null},{"rank":3,"place_id":"gers:5110ad29-3a4f-4e8b-a011-b8744cdd332e","name":"Travel Monster","category":"travel_service","address":"Kailash Sweets, Shop No:W-2, Man Mandir Apartments, Besides, above Sugam Dairy","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.276,"percentile":94.59,"photo":null,"transit":null},{"rank":4,"place_id":"gers:792c5836-32d1-44d4-81e4-9f1e7a7c3554","name":"MakeMyTrip Store - Ghod Dod Road","category":"travel_service","address":"No S/7 & 8, Rajhans Plaza, Ghod Dod Road","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.179,"percentile":91.89,"photo":null,"transit":null},{"rank":5,"place_id":"gers:f793287f-fd52-4e79-a0ce-4b692c252b3a","name":"Krimoni Tours","category":"travel_service","address":"AA/8, Adarsh Nagar Society, Kapodra Char Rasta Varachha Road","sources":["microsoft","overture"],"providers":2,"confidence":0.959,"website":true,"phone":true,"michelin":false,"score":2.133,"percentile":89.19,"photo":null,"transit":null},{"rank":6,"place_id":"gers:e89258b5-13c0-4862-bd92-5d26aa77b17d","name":"Pachchigar Jewellers (Ashokbhai)","category":"travel_service","address":"Pachchigar Jewellers (Ashokbhai) House No 2, SNS House, Opp New Court Building, Lalbunglow, Athwalines, Athwa","sources":["microsoft","overture"],"providers":2,"confidence":0.956,"website":true,"phone":true,"michelin":false,"score":2.108,"percentile":86.49,"photo":null,"transit":null},{"rank":7,"place_id":"gers:73fa0e88-0de2-4e06-a7b1-26036c3bb680","name":"Shikharam Adventure","category":"travel_service","address":"413, Raj Imperia, Vraj Chowk, near Sarthana","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.107,"percentile":83.78,"photo":null,"transit":null},{"rank":8,"place_id":"gers:d0d64fe6-a3fe-473b-8444-0035df255570","name":"Asia Pacific Tours N Travels","category":"travel_service","address":"Shop No U-1, Sutariya Building, Near Old Civil Court, Nanpura","sources":["microsoft","overture"],"providers":2,"confidence":0.953,"website":true,"phone":true,"michelin":false,"score":2.087,"percentile":81.08,"photo":null,"transit":null},{"rank":9,"place_id":"gers:9e8213a8-b852-4ece-89c3-5668ba11a895","name":"Gurukrupa Travels","category":"travel_service","address":"2/767 Shop No 1, Sagarvihar Apartment, To Putli road, opp. Diamond Electronics","sources":["meta","overture"],"providers":2,"confidence":0.952,"website":true,"phone":true,"michelin":false,"score":2.083,"percentile":78.38,"photo":null,"transit":null},{"rank":10,"place_id":"gers:e826869c-d26f-4bab-913c-f3baffdd4771","name":"Skybird Holidays","category":"travel_service","address":"G 1128 1st Floor, Central Bazaar, Varachha Main Rd","sources":["meta","overture"],"providers":2,"confidence":0.951,"website":true,"phone":true,"michelin":false,"score":2.079,"percentile":75.68,"photo":null,"transit":null}]}