{"city":{"slug":"stockholm-se","name":"Stockholm","country":"SE","country_name":"Sweden"},"category":{"key":"automotive_service","label":"Automotive Service","phrase":"car repair and service shops","family":"travel_and_transportation"},"candidates":393,"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":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"},{"id":"pinmeto","name":"PinMeTo","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:05cac72b-79d8-429e-91ee-dd4775a5146f","name":"Opus Bilprovning Nacka-Storängen","category":"automotive_service","address":"Vattenverksvägen 4","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":100,"photo":null,"transit":{"qid":"Q15411586","name":"Storängen railway station","mode":"rail","distanceM":328}},{"rank":2,"place_id":"gers:1267b994-4928-4163-ac8a-312fca7e5d39","name":"Opus Bilprovning Täby-Ella Gård","category":"automotive_service","address":"Stockholmsvägen 102","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":99.74,"photo":null,"transit":{"qid":"Q10657100","name":"Roslags Näsby railway station","mode":"rail","distanceM":354}},{"rank":3,"place_id":"gers:d4570b0c-8027-4663-9057-d2f5263c0118","name":"Din Bil / Audi Service","category":"automotive_service","address":"Södra Fiskartorpsvägen 22","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":99.49,"photo":null,"transit":{"qid":"Q54318","name":"Stockholm Östra station","mode":"rail","distanceM":690}},{"rank":4,"place_id":"gers:a5a0fe66-63e2-4e42-8216-48d8567298a4","name":"Bilia Lidingö BMW","category":"automotive_service","address":"Förrådsvägen 2","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":99.23,"photo":null,"transit":null},{"rank":5,"place_id":"gers:081d1346-094e-4d81-a359-8889611d7a99","name":"Bilia Lidingö Volvo","category":"automotive_service","address":"Båtsmansvägen 8","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":98.98,"photo":null,"transit":null},{"rank":6,"place_id":"gers:4a6df9ad-08b1-4782-bf8a-6e5af50305ad","name":"Däckskiftarna Sickla","category":"automotive_service","address":"Sjötorpsvägen 10","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":98.72,"photo":null,"transit":{"qid":"Q10593932","name":"Nacka railway station","mode":"rail","distanceM":177}},{"rank":7,"place_id":"gers:456c5305-9ca5-461e-b8ee-4e85b55c77fe","name":"Däckskiftarna Mörby","category":"automotive_service","address":"Gamla landsvägen 30","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":98.47,"photo":null,"transit":{"qid":"Q15088440","name":"Mörby centrum metro station","mode":"metro","distanceM":134}},{"rank":8,"place_id":"gers:cf59b9bf-92f4-489b-a4d8-00ae5c2e4fc7","name":"Bilia Södermalm Volvo","category":"automotive_service","address":"Varvsgatan 27","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":98.21,"photo":null,"transit":{"qid":"Q942052","name":"Hornstull metro station","mode":"metro","distanceM":238}},{"rank":9,"place_id":"gers:d51a8673-ddf2-412e-9068-59cb138c2590","name":"Däckskiftarna Solna","category":"automotive_service","address":"Råsta strandväg 32","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":97.96,"photo":null,"transit":null},{"rank":10,"place_id":"gers:6d5cf4fc-06d3-4e92-a916-dfdaea1391a4","name":"Däckskiftarna Västberga","category":"automotive_service","address":"Västbergavägen 4","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.225,"percentile":97.7,"photo":null,"transit":{"qid":"Q2037803","name":"Telefonplan metro station","mode":"metro","distanceM":711}}]}