{"city":{"slug":"pekanbaru-id","name":"Pekanbaru","country":"ID","country_name":"Indonesia"},"category":{"key":"automotive_service","label":"Automotive Service","phrase":"car repair and service shops","family":"travel_and_transportation"},"candidates":54,"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.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:916f4811-fcef-4e04-a093-d3a08f10a269","name":"Imperium Ban dan Velg Mobil","category":"automotive_service","address":"Jl. Harapan Raya No.113, RT.005/RW.03","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.449,"percentile":100},{"rank":2,"place_id":"gers:9fdf506d-5ff3-48d1-95cb-74b5e6f5ea0c","name":"Honda Arista Sudirman Bodi & Cat","category":"automotive_service","address":"Jl. Jend. Sudirman No.228","sources":["meta","overture"],"providers":2,"confidence":0.977,"website":true,"phone":true,"michelin":false,"score":2.438,"percentile":98.11},{"rank":3,"place_id":"gers:6d3cd235-e822-4d57-a013-c72f71d7e3da","name":"Kilat Auto Design","category":"automotive_service","address":"Jl. Soekarno - Hatta No.99 ABC","sources":["meta","overture"],"providers":2,"confidence":0.974,"website":true,"phone":true,"michelin":false,"score":2.414,"percentile":96.23},{"rank":4,"place_id":"gers:6b45a7b8-9437-4e72-9c48-ebd7f81b50f9","name":"Bursa ban motor","category":"automotive_service","address":"Jl. Tuanku Tambusai No.122g","sources":["meta","overture"],"providers":2,"confidence":0.974,"website":true,"phone":true,"michelin":false,"score":2.412,"percentile":94.34},{"rank":5,"place_id":"gers:64d5c19a-867c-40a8-be98-a78462f73937","name":"Queen AC Pekanbaru","category":"automotive_service","address":"Jalan Imam Munandar 1","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.384,"percentile":92.45},{"rank":6,"place_id":"gers:a914fe9c-3a8f-4c7c-ab2c-739bb6f7d0d3","name":"Hyundai Pekanbaru","category":"automotive_service","address":"Jalan Riau 90A","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.35,"percentile":90.57},{"rank":7,"place_id":"gers:5ceaadf1-bc0a-46ea-a68d-1d36a89619e5","name":"CV Asia Jaya","category":"automotive_service","address":"Jl. Teri No.3","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.325,"percentile":88.68},{"rank":8,"place_id":"gers:bb6e5b25-beeb-4e8e-a084-344a6cec507e","name":"C7 Auto Service","category":"automotive_service","address":"Samping Halte Primadona, Jl. Hang Tuah Ujung","sources":["meta","overture"],"providers":2,"confidence":0.961,"website":true,"phone":true,"michelin":false,"score":2.313,"percentile":86.79},{"rank":9,"place_id":"gers:7b0d17c7-bd29-4fef-9e4b-4c68dd434590","name":"Bengkel Kelistrikan Mobil","category":"automotive_service","address":"Jl. Soekarno - Hatta No.676","sources":["meta","overture"],"providers":2,"confidence":0.957,"website":true,"phone":true,"michelin":false,"score":2.285,"percentile":84.91},{"rank":10,"place_id":"gers:ea80cfc1-c2a3-42c9-9e47-879857ce3164","name":"Capella Daihatsu Riau","category":"automotive_service","address":"Jalan Jenderal Sudirman 414","sources":["meta","overture"],"providers":2,"confidence":0.955,"website":true,"phone":true,"michelin":false,"score":2.272,"percentile":83.02}]}