{"city":{"slug":"fort-worth-us","name":"Fort Worth","country":"US","country_name":"United States"},"category":{"key":"vehicle_service","label":"Vehicle Service","phrase":"vehicle service centers","family":"travel_and_transportation"},"candidates":63,"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:a9abbd0c-3125-42be-bb88-36dc3bfa1fb3","name":"Fun Town RV Customer Care Mega Center","category":"vehicle_service","address":"2409 Shale Cir","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.391,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:412a2268-549d-4a09-9693-7a2fec6df295","name":"Elite RV Roof and Collision","category":"vehicle_service","address":"3800 Haslet Roanoke Rd Ste 16","sources":["microsoft","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.338,"percentile":98.39,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d35807cc-0cff-42ac-8bdb-6dc90449b5df","name":"Riley's Rv Repair & Consignment Sales","category":"vehicle_service","address":"301 Juniper Cove Rd","sources":["meta","overture"],"providers":2,"confidence":0.991,"website":true,"phone":true,"michelin":false,"score":2.337,"percentile":96.77,"photo":null,"transit":null},{"rank":4,"place_id":"gers:f266f2bd-3f26-4a97-91df-20edc6dead3b","name":"Trimec Aviation","category":"vehicle_service","address":"116 Texas Way","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":95.16,"photo":null,"transit":null},{"rank":5,"place_id":"gers:7632e5fd-bb56-4205-bc57-828594adf508","name":"A&R Motorsports","category":"vehicle_service","address":"5620 Ezell St","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":93.55,"photo":null,"transit":null},{"rank":6,"place_id":"gers:e5def686-9240-478f-8f98-232b69a05e18","name":"Aero Tool Services","category":"vehicle_service","address":"2838 SE Loop 820","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":91.94,"photo":null,"transit":null},{"rank":7,"place_id":"gers:a6ba6866-fb28-4c78-8a34-1f82c022df9a","name":"All Rv Custom Coach & Collision","category":"vehicle_service","address":"2650 S Interstate 35 W","sources":["brightquery","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":90.32,"photo":null,"transit":null},{"rank":8,"place_id":"gers:f58dfaac-f6e9-4a93-96f7-97a41bff65dd","name":"Plane Place Aviation","category":"vehicle_service","address":"1650 Airport Dr Hangar 98","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":88.71,"photo":null,"transit":null},{"rank":9,"place_id":"gers:a868616d-3167-4000-a5b3-a5041850e40d","name":"Quality Paintless Dent Removal","category":"vehicle_service","address":"2821 Whitmore St","sources":["brightquery","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":87.1,"photo":null,"transit":null},{"rank":10,"place_id":"gers:728a7d29-3f63-4fcc-9d3f-5d4a4920732a","name":"Chop Shop Motorsports","category":"vehicle_service","address":"5750 Park Vista Cir #120","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":85.48,"photo":null,"transit":null}]}