{"city":{"slug":"hyderabad-in","name":"Hyderabad","country":"IN","country_name":"India"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":93,"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:3c7941c2-1894-45ac-8b2f-a19a2c754e05","name":"Tata Motors Venkataramana Motors","category":"auto_dealer","address":"H No 5, Plot No 9 & 10, Panama Cross Road","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.379,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:a0c49b77-8042-425b-a273-ae7416195f12","name":"Mahavir Škoda Showroom","category":"auto_dealer","address":"No 6/3/907, Challa Chambers, Raj Bhavan Rd, Sangeet Nagar, Somajiguda","sources":["microsoft","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.364,"percentile":98.91,"photo":null,"transit":{"qid":"Q85770033","name":"Irrum Manzil metro station","mode":"metro","distanceM":399}},{"rank":3,"place_id":"gers:c4e6df01-cace-48f3-8a11-0b7bfa39b2cc","name":"Maruti Suzuki Arena Sai Service","category":"auto_dealer","address":"Erragada Main Road, Erragadda","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.36,"percentile":97.83,"photo":null,"transit":{"qid":"Q83008743","name":"ESI Hospital metro station (Hyderabad)","mode":"metro","distanceM":186}},{"rank":4,"place_id":"gers:2c632e9f-84b2-475b-9c4f-a81c680637c4","name":"Maruti Suzuki Car Showroom","category":"auto_dealer","address":"9-4-63/170, Vinoba Nagar - Kakatiya Nagar Rd, beside Iqbalia Junior College","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.355,"percentile":96.74,"photo":null,"transit":null},{"rank":5,"place_id":"gers:664088a7-a14f-4fe9-8f38-648af56aa153","name":"Luxury Ridez","category":"auto_dealer","address":"Plot No 735, Road No 37 & 38, Left Lane After Chroma and Brand Factory","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.346,"percentile":95.65,"photo":null,"transit":{"qid":"Q83637027","name":"Madhapur metro station","mode":"metro","distanceM":111}},{"rank":6,"place_id":"gers:2eafe863-3805-4826-96e7-f013b4e31565","name":"Maruti arena cars, hyderabad","category":"auto_dealer","address":"1-10-177, Varun Towers, Opp. HPS Begumpet, Hyderabad, Telangana - 500016","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.315,"percentile":94.57,"photo":null,"transit":{"qid":"Q4880629","name":"Begumpet railway station","mode":"rail","distanceM":304}},{"rank":7,"place_id":"gers:972b67d0-0d86-4213-998b-639c280c29fc","name":"Tata Motors Orange","category":"auto_dealer","address":"Shankaramma Towers","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.314,"percentile":93.48,"photo":null,"transit":{"qid":"Q82698806","name":"Erragadda metro station","mode":"metro","distanceM":287}},{"rank":8,"place_id":"gers:e1c03d60-7859-489f-b501-1f26473c79b5","name":"Speeds Preowned Cars","category":"auto_dealer","address":"Road no :10, Pavani eqinox","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.313,"percentile":92.39,"photo":null,"transit":{"qid":"Q108874431","name":"Road No.5 Jubilee Hills metro station","mode":"metro","distanceM":332}},{"rank":9,"place_id":"gers:bbc62079-625e-4ed9-b33e-c591008462e7","name":"Vibrant Nissan","category":"auto_dealer","address":"No 5, Lala 1 Landmark, 4/94, Mahatma Gandhi Rd","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.292,"percentile":91.3,"photo":null,"transit":{"qid":"Q6143758","name":"James Street railway station","mode":"rail","distanceM":243}},{"rank":10,"place_id":"gers:cfb82760-3023-4dcc-b8a7-8f55709cd4cd","name":"Vibrant Nissan","category":"auto_dealer","address":"7/2/1830, Bridge","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.278,"percentile":90.22,"photo":null,"transit":{"qid":"Q82698806","name":"Erragadda metro station","mode":"metro","distanceM":327}}]}