{"city":{"slug":"varanasi-in","name":"Varanasi","country":"IN","country_name":"India"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":15,"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:22c0047c-19de-4e3d-9dcd-8d9259a9d62a","name":"RL Automobiles Pvt. Ltd.","category":"auto_dealer","address":"Ashapur Flyover","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.341,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:5e60bbd1-3882-45e3-b635-c81480af6727","name":"Hans Honda","category":"auto_dealer","address":"Pama Complex, Lahartara Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.34,"percentile":92.86,"photo":null,"transit":null},{"rank":3,"place_id":"gers:9c7d3725-59e0-4655-b53c-059abf8eef73","name":"Aditya Narain Hyundai","category":"auto_dealer","address":"N1, 69, Nagwa Rd, near Petrol Pump","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.28,"percentile":85.71,"photo":null,"transit":null},{"rank":4,"place_id":"gers:279b9493-f1c7-49bf-acdf-41ccd2e7ba98","name":"Rajendra Toyota","category":"auto_dealer","address":"\"Goenka Motors Pvt. Ltd., Hardattpur , Rohania\"","sources":["meta","overture"],"providers":2,"confidence":0.94,"website":true,"phone":true,"michelin":false,"score":2.014,"percentile":78.57,"photo":null,"transit":null},{"rank":5,"place_id":"gers:3f7c13d6-2d7c-4a09-8330-4ccb566d2249","name":"Sri Ganpati Honda","category":"auto_dealer","address":"S - 18/38","sources":["meta","overture"],"providers":2,"confidence":0.938,"website":true,"phone":true,"michelin":false,"score":2.003,"percentile":71.43,"photo":null,"transit":{"qid":"Q3544938","name":"Varanasi Junction railway station","mode":"rail","distanceM":514}},{"rank":6,"place_id":"gers:9b6f92d9-3a99-47c4-9025-cd49baede436","name":"Raj Auto House","category":"auto_dealer","address":"S-18/28 Rajabazar","sources":["meta","overture"],"providers":2,"confidence":0.931,"website":true,"phone":true,"michelin":false,"score":1.955,"percentile":64.29,"photo":null,"transit":{"qid":"Q3544938","name":"Varanasi Junction railway station","mode":"rail","distanceM":606}},{"rank":7,"place_id":"gers:b61f01ac-198d-4501-a8f2-c6c157dc3bbb","name":"Aanjaney Group","category":"auto_dealer","address":"AANJANEY, G.T. Road, Near Bairwan Gate, Mohansarai Bypass,","sources":["meta","overture"],"providers":2,"confidence":0.917,"website":true,"phone":true,"michelin":false,"score":1.864,"percentile":57.14,"photo":null,"transit":null},{"rank":8,"place_id":"gers:3ffc1379-81a1-4649-b0a1-fb0e7c8f9a7d","name":"RL Hyundai | Best Hyundai Dealer Near Me | Best Car Dealer in Varanasi | Best Four Wheeler Showroom in Varanasi","category":"auto_dealer","address":"RL Hyundai S-2/656-B, Hamrautia, Sikraul, Shivpur, Varanasi - 221003, Kachahari - Orderly Bazar Link Rd","sources":["meta","overture"],"providers":2,"confidence":0.917,"website":true,"phone":true,"michelin":false,"score":1.861,"percentile":50,"photo":null,"transit":null},{"rank":9,"place_id":"gers:6d8717c6-0807-41b4-a69d-7f2f5d239729","name":"RL Automobiles Pvt. Ltd.","category":"auto_dealer","address":"15-144/K Ashapur Road","sources":["meta","overture"],"providers":2,"confidence":0.92,"website":true,"phone":true,"michelin":false,"score":1.829,"percentile":42.86,"photo":null,"transit":null},{"rank":10,"place_id":"gers:91b24899-9ff7-4508-9052-4162153110f7","name":"Tata Motors Cars Showroom","category":"auto_dealer","address":"D 58/19, Church Compound","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":1.778,"percentile":35.71,"photo":null,"transit":null}]}