{"city":{"slug":"chicago-us","name":"Chicago","country":"US","country_name":"United States"},"category":{"key":"vehicle_service","label":"Vehicle Service","phrase":"vehicle service centers","family":"travel_and_transportation"},"candidates":41,"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":"brightquery","name":"BrightQuery","licence":"CDLA-Permissive-2.0"},{"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:fd6ed456-f679-40e7-9179-5f7843d3bdd1","name":"Gina's Motorsports of Monee","category":"vehicle_service","address":"26120 S Governors Hwy","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.35,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:adbd143b-3418-460f-853c-5cd881235750","name":"EPM Motorsports","category":"vehicle_service","address":"5590 N Northwest Hwy","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.337,"percentile":97.5,"photo":null,"transit":{"qid":"Q5566344","name":"Gladstone Park","mode":"rail","distanceM":438}},{"rank":3,"place_id":"gers:658ffd2c-0f24-480b-96e4-bec2b5be6408","name":"Rentner Marine Services","category":"vehicle_service","address":"13535 S Forest Ave","sources":["brightquery","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.337,"percentile":95,"photo":null,"transit":null},{"rank":4,"place_id":"gers:398622ee-3d27-4045-bf51-4683cc72159f","name":"CJ Towing & Recovery","category":"vehicle_service","address":"11942 S Paulina St","sources":["microsoft","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.337,"percentile":92.5,"photo":null,"transit":{"qid":"Q4547727","name":"119th Street","mode":"rail","distanceM":708}},{"rank":5,"place_id":"gers:d63fdf4f-24a1-4f0c-8a0d-5b43a55faf10","name":"Federal Moto","category":"vehicle_service","address":"831 N Albany Ave","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.337,"percentile":90,"photo":null,"transit":null},{"rank":6,"place_id":"gers:b14de0f0-fd0c-431e-8617-0089293901d0","name":"Skyway Yacht Works","category":"vehicle_service","address":"9864 S Ave N","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":87.5,"photo":null,"transit":null},{"rank":7,"place_id":"gers:e7e30ccc-bf92-404e-994f-7489b78d13ef","name":"Expert Motorcycle","category":"vehicle_service","address":"12424 Western Ave","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.269,"percentile":85,"photo":null,"transit":{"qid":"Q4548334","name":"123rd Street","mode":"rail","distanceM":670}},{"rank":8,"place_id":"gers:902c7cbe-907b-4f3b-bde3-b93e3ffd535d","name":"Midwest Aircraft Detailers","category":"vehicle_service","address":"28261 S Kedzie Ave Hangar I11","sources":["meta","overture"],"providers":2,"confidence":0.964,"website":true,"phone":true,"michelin":false,"score":2.164,"percentile":82.5,"photo":null,"transit":null},{"rank":9,"place_id":"gers:07e6d3b6-7469-4039-8a28-7c2b4125320f","name":"Larry's Motorcycle & Machine","category":"vehicle_service","address":"6545 W 92nd St","sources":["meta","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":2.015,"percentile":80,"photo":null,"transit":null},{"rank":10,"place_id":"gers:42cac173-7901-4392-b77b-dfc45d519f51","name":"Valley Racing","category":"vehicle_service","address":"325 W Delite Inn Rd","sources":["meta","overture"],"providers":2,"confidence":0.92,"website":true,"phone":true,"michelin":false,"score":1.875,"percentile":77.5,"photo":null,"transit":null}]}