{"city":{"slug":"surat-in","name":"Surat","country":"IN","country_name":"India"},"category":{"key":"shopping","label":"Shopping","phrase":"shopping","family":"shopping"},"candidates":54,"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:ddfa358a-8e57-4f85-b493-450514c9d948","name":"Maa and Baby","category":"shopping","address":"Anjan Shalaka, Surat - Dumas Rd, below titan showroom","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.457,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:661796f9-d46a-445b-86a4-6747aa27b2e0","name":"Shree Ram Rcm Bazar","category":"shopping","address":"117, Nilgiri Rd","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.412,"percentile":98.11,"photo":null,"transit":null},{"rank":3,"place_id":"gers:3514cb52-19b5-4a20-9c74-0dadee82e22a","name":"Jaquar Orientation Centre","category":"shopping","address":"23, Siddhi Shopping Centre, City Light Road","sources":["microsoft","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.346,"percentile":96.23,"photo":null,"transit":null},{"rank":4,"place_id":"gers:6d35b286-8db4-4f99-972c-dbb3ec889ee8","name":"Rajtilak Motors - Hero MotoCorp","category":"shopping","address":"Plot No 171 to 173, Sai Baba Society, Ghb Char Rasta, Bamroli Road, Pandesara","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.304,"percentile":94.34,"photo":null,"transit":null},{"rank":5,"place_id":"gers:fc0d0cdf-d9b3-4f3a-b207-ea3c1ea1486e","name":"Dhru Automobiles - Hero MotoCorp","category":"shopping","address":"Hanuman Sheri, Ring Road, Sangrampura","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.304,"percentile":92.45,"photo":null,"transit":null},{"rank":6,"place_id":"gers:88bf5f5c-8674-4b04-9027-f1cd0b1e2727","name":"Royal Enfield Service Center - Munjani Motors Private Limited","category":"shopping","address":"Block No 189, Vip Road","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.304,"percentile":90.57,"photo":null,"transit":null},{"rank":7,"place_id":"gers:f3c6ad03-f93f-4876-9e2f-ddc34a029b9f","name":"Eyesdeal at Anand Mahal Road | The Eyewear Optical Store Adajan","category":"shopping","address":"Shop-8 Silver Plaza Complex, Nr Shree Ram Petrol Pump Anand Mahal Road Adajan Surat","sources":["microsoft","overture"],"providers":2,"confidence":0.96,"website":true,"phone":true,"michelin":false,"score":2.264,"percentile":88.68,"photo":null,"transit":null},{"rank":8,"place_id":"gers:4ff67bfb-1bdb-4d8c-9b1d-82c014463c4a","name":"The Sleep Company Experience Store","category":"shopping","address":"Shop No 9, Gr Flr, Luxuria Busines Hub, Dumas Road Circle","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.26,"percentile":86.79,"photo":null,"transit":null},{"rank":9,"place_id":"gers:37fa25a7-d394-4c0f-9b4e-70dcd6fcc65f","name":"Ganesh Automobiles - Hero MotoCorp","category":"shopping","address":"1 to 3, Ramanbhai Patel Shopping Centre, Olpad","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.229,"percentile":84.91,"photo":null,"transit":null},{"rank":10,"place_id":"gers:0f3f0790-71a8-4156-859f-4137d097f7f8","name":"Ajmal Perfumes - Exclusive Store","category":"shopping","address":"GFK 7, Ground Floor, VR Mall, Dhumas Road, Magdalla","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.229,"percentile":83.02,"photo":null,"transit":null}]}