{"city":{"slug":"alexandria-eg","name":"Alexandria","country":"EG","country_name":"Egypt"},"category":{"key":"auto_dealer","label":"Auto Dealer","phrase":"car dealers","family":"shopping"},"candidates":23,"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"},{"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:90d785ba-6e48-4834-87ba-747c250821b5","name":"Mansour - Mostafa Kamel","category":"auto_dealer","address":"Khaleel El-Khayat 402","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.348,"percentile":100,"photo":null,"transit":{"qid":"Q249897","name":"Sidi Gaber railway station","mode":"rail","distanceM":759}},{"rank":2,"place_id":"gers:81da2177-9688-4a86-8b2e-44506d408e72","name":"Mansour - Amerya","category":"auto_dealer","address":"K28 ALEXANDRIA-CAIRO DESERT ROAD - EL AMREYA","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.348,"percentile":95.45,"photo":null,"transit":null},{"rank":3,"place_id":"gers:6ce442f5-a969-46af-94d9-ac55f72439fb","name":"ElTarek Automotive","category":"auto_dealer","address":"Exhibitions Ground, Alex, Cairo - Alexandria Desert Rd","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.238,"percentile":90.91,"photo":null,"transit":null},{"rank":4,"place_id":"gers:3cb2ec89-287a-45cb-9407-2ef8fe62685f","name":"Mansour - Semouha","category":"auto_dealer","address":"VICTOR EMMANUEL SQUARE - FAWZY MOAZ ST. - MOBIL STATION - SMOUHA","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":false,"michelin":false,"score":2.079,"percentile":86.36,"photo":null,"transit":{"qid":"Q249897","name":"Sidi Gaber railway station","mode":"rail","distanceM":573}},{"rank":5,"place_id":"gers:1b44dd36-df7a-404e-8899-50082be32467","name":"Mansour - Alexandria","category":"auto_dealer","address":"K28 Alexandria Cairo Desert Road","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":false,"michelin":false,"score":2.079,"percentile":81.82,"photo":null,"transit":null},{"rank":6,"place_id":"gers:3935d22a-d93c-407b-8557-52f8e2a9585a","name":"Petro Group Mitsubishi Motors","category":"auto_dealer","address":"Al Kabary Fast Rd","sources":["meta","overture"],"providers":2,"confidence":0.941,"website":true,"phone":true,"michelin":false,"score":2.018,"percentile":77.27,"photo":null,"transit":null},{"rank":7,"place_id":"gers:f0e61857-37ef-479c-8c55-308cb41d52df","name":"Al Belal","category":"auto_dealer","address":"50 Geish Street, Cornish, Alibrahimya","sources":["overture","pinmeto"],"providers":2,"confidence":1,"website":true,"phone":false,"michelin":false,"score":2.017,"percentile":72.73,"photo":null,"transit":null},{"rank":8,"place_id":"gers:487b5388-a184-467d-a011-cc99e19620f6","name":"CARFIX Automotive Service Center","category":"auto_dealer","address":"Green Strip Road","sources":["meta","overture"],"providers":2,"confidence":0.938,"website":true,"phone":true,"michelin":false,"score":2.004,"percentile":68.18,"photo":null,"transit":null},{"rank":9,"place_id":"gers:47281400-8e20-43a9-9a3d-b1327db15b02","name":"El Masria Auto","category":"auto_dealer","address":"٢٣ شارع محمد فوزي معاذ -سموحه، 23 Mohammed Fawzi Moaz","sources":["meta","overture"],"providers":2,"confidence":0.95,"website":true,"phone":true,"michelin":false,"score":1.905,"percentile":63.64,"photo":null,"transit":null},{"rank":10,"place_id":"gers:ecff035a-73fc-4581-b4bb-1b98ed93fe27","name":"Nissan ELTarek","category":"auto_dealer","address":"قطاع 7 & 8, Sector 7 & 8, El Abari road, مرور, طريق القباري","sources":["meta","overture"],"providers":2,"confidence":0.915,"website":true,"phone":true,"michelin":false,"score":1.874,"percentile":59.09,"photo":null,"transit":null}]}