{"city":{"slug":"london-gb","name":"London","country":"GB","country_name":"United Kingdom"},"category":{"key":"vehicle_dealer","label":"Vehicle Dealer","phrase":"vehicle dealers","family":"shopping"},"candidates":158,"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:55a75ada-bd69-4654-a683-61f38c44ff25","name":"Triumph London","category":"vehicle_dealer","address":"Albert Embankment","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.215,"percentile":100,"photo":null,"transit":{"qid":"Q86666660","name":"Vauxhall station","mode":"rail","distanceM":139}},{"rank":2,"place_id":"gers:7f865c2d-a1a0-4051-8c34-b311da98c67e","name":"Southern Motor Group Croydon Volkswagen Van Centre","category":"vehicle_dealer","address":"22 Lansdowne Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.214,"percentile":99.36,"photo":null,"transit":{"qid":"Q800699","name":"East Croydon railway station","mode":"rail","distanceM":500}},{"rank":3,"place_id":"gers:d95d33aa-8f7b-44c8-9add-b7273476796c","name":"Modern Scooters","category":"vehicle_dealer","address":"194 Kingston Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.214,"percentile":98.73,"photo":null,"transit":{"qid":"Q2649746","name":"Berrylands railway station","mode":"rail","distanceM":714}},{"rank":4,"place_id":"gers:7fea7985-1f26-46e7-97e0-2f94282a3bc7","name":"Hartgate Motorcycles","category":"vehicle_dealer","address":"22-28 Upper Green E","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.214,"percentile":98.09,"photo":null,"transit":{"qid":"Q6881038","name":"Mitcham Eastfields railway station","mode":"rail","distanceM":646}},{"rank":5,"place_id":"gers:7fb1e509-8e45-4e3f-9bb0-e28719e000ca","name":"Rosso corse","category":"vehicle_dealer","address":"185, The Arches, Bancroft Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.212,"percentile":97.45,"photo":null,"transit":{"qid":"Q5570997","name":"Globe Road and Devonshire Street railway station","mode":"rail","distanceM":4}},{"rank":6,"place_id":"gers:fd5dbe4e-384d-4abc-a16f-b5225fa76961","name":"Firstline Motorcycles Ltd","category":"vehicle_dealer","address":"462-466, Bowes Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.21,"percentile":96.82,"photo":null,"transit":{"qid":"Q2526904","name":"New Southgate railway station","mode":"rail","distanceM":332}},{"rank":7,"place_id":"gers:a1498c2c-cfb5-4071-a80c-db685ff416fb","name":"Capital Moto","category":"vehicle_dealer","address":"Clapham High St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.2,"percentile":96.18,"photo":null,"transit":{"qid":"Q1095082","name":"Clapham North tube station","mode":"metro","distanceM":134}},{"rank":8,"place_id":"gers:e4b6720d-0a2f-4d8e-a02d-a61b2d8173a9","name":"West London Bikes & Scooters","category":"vehicle_dealer","address":"12, 14 The Vale, 12 The Vale Uxbridge Rd","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.194,"percentile":95.54,"photo":null,"transit":{"qid":"Q27825969","name":"Woodstock Road railway station","mode":"rail","distanceM":785}},{"rank":9,"place_id":"gers:49341eeb-9222-4825-a8f7-e9c37d1dee48","name":"MV Agusta London","category":"vehicle_dealer","address":"71 Albert Embankment","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.192,"percentile":94.9,"photo":null,"transit":{"qid":"Q86666660","name":"Vauxhall station","mode":"rail","distanceM":278}},{"rank":10,"place_id":"gers:9408614f-e583-4152-b520-1b30b3fe9d2c","name":"NW4 Motorcycles","category":"vehicle_dealer","address":"35 Watford Wy","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.191,"percentile":94.27,"photo":null,"transit":{"qid":"Q1308799","name":"Hendon Central tube station","mode":"metro","distanceM":188}}]}