{"city":{"slug":"mexico-city-mx","name":"Mexico City","country":"MX","country_name":"Mexico"},"category":{"key":"vehicle_parts_store","label":"Vehicle Parts Store","phrase":"vehicle parts shops","family":"shopping"},"candidates":271,"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.","generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:9f304612-37ae-4ba1-9fdd-576eb45fa017","name":"Autopartes y Refacciones Chevrolet","category":"vehicle_parts_store","address":"Cam. Real a Toluca 407","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.355,"percentile":100,"photo":null},{"rank":2,"place_id":"gers:e95960c6-cc2b-409c-b66c-698c59020783","name":"Service and Parts San Jose","category":"vehicle_parts_store","address":"Dr Vertiz No. 369 Esquina, Dr Rafael Norma","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.353,"percentile":99.63,"photo":null},{"rank":3,"place_id":"gers:1ed00b7f-180c-410f-adf2-18a4e68b5d53","name":"Autotec La Meta","category":"vehicle_parts_store","address":"Av. Santiago 561-Loc 2","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.339,"percentile":99.26,"photo":null},{"rank":4,"place_id":"gers:7d4e154a-e18d-4429-9d21-6511e6b28bf3","name":"Roto Cristales","category":"vehicle_parts_store","address":"AVENIDA MARIANO ESCOBEDO Int. 149","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.331,"percentile":98.89,"photo":null},{"rank":5,"place_id":"gers:64b2ef35-49a9-4fd1-a798-cb42aa1e9056","name":"Refacciones Originales, Alemanas y Japonesas","category":"vehicle_parts_store","address":"Edzna 135","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.331,"percentile":98.52,"photo":null},{"rank":6,"place_id":"gers:71dd97f6-b326-4aaf-a89d-0a0a9e466ddd","name":"Runsa Baterias","category":"vehicle_parts_store","address":"Av Pacífico 181","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.33,"percentile":98.15,"photo":null},{"rank":7,"place_id":"gers:d3dc22db-344b-444f-b203-71c6bdd608ad","name":"Pérez Refacciones","category":"vehicle_parts_store","address":"Juventino Rosas 10 Col","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.329,"percentile":97.78,"photo":null},{"rank":8,"place_id":"gers:30c4067b-ac34-475e-a1dc-8f6b2298f73b","name":"Refaccionaria Mario","category":"vehicle_parts_store","address":"Isabel La Católica 495","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.329,"percentile":97.41,"photo":null},{"rank":9,"place_id":"gers:38357dd5-ba43-4c93-9243-90bebb0bd456","name":"DAR Refaccionarias","category":"vehicle_parts_store","address":"Dr. José Terres 39","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.328,"percentile":97.04,"photo":null},{"rank":10,"place_id":"gers:a6f46f1a-b1cd-4333-a2c9-c0ed39062eb5","name":"IMPERIO AUTOMOTRIZ XOCHIMILCO","category":"vehicle_parts_store","address":"Prolongación Div. del Norte 5217","sources":["microsoft","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.324,"percentile":96.67,"photo":null}]}