{"city":{"slug":"cape-town-za","name":"Cape Town","country":"ZA","country_name":"South Africa"},"category":{"key":"vision_or_eye_care_clinic","label":"Vision or Eye Care Clinic","phrase":"eye clinics","family":"health_care"},"candidates":36,"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.","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:e71de8c0-5e65-4dec-a423-2955ba4b52ab","name":"Tanya Seeber Optometrist","category":"vision_or_eye_care_clinic","address":"Shop 15, Mainstream Centre, Mainstream Ave","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.387,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:12160307-fe9e-4938-8c90-54232443083b","name":"Cliffs Optique","category":"vision_or_eye_care_clinic","address":"Shop 1A, Wembley Square, 1 Solan Rd","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.317,"percentile":97.14,"photo":null,"transit":null},{"rank":3,"place_id":"gers:3281c940-4b01-4ec0-a984-f3fb9891f1b5","name":"Pedlar Optometrist","category":"vision_or_eye_care_clinic","address":"59 Main St","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.299,"percentile":94.29,"photo":null,"transit":null},{"rank":4,"place_id":"gers:98acc4e9-4a6a-4c7a-b23f-926cc6f77034","name":"Neovision Optometrist Maynard Mall","category":"vision_or_eye_care_clinic","address":"Shop 44, Cnr Main and, Maynard Mall, Wetton Rd","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.287,"percentile":91.43,"photo":null,"transit":{"qid":"Q97931351","name":"Wynberg railway station","mode":"rail","distanceM":196}},{"rank":5,"place_id":"gers:32e10baf-4b79-454d-af11-517cd2764c94","name":"Dr. Zoran Aleksic, Ophthalmologist","category":"vision_or_eye_care_clinic","address":"Suite 701 A, The Point Mall | Shopping Centre | Sea Point, THE EYE SURGERY, 76 Regent Rd","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.275,"percentile":88.57,"photo":null,"transit":null},{"rank":6,"place_id":"gers:58ed1add-270e-4747-a17d-04f1020c3639","name":"Neovision Optometrist Century Village","category":"vision_or_eye_care_clinic","address":"Unit 10, Century Village c/o Socrates Way and, Century Ave","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.274,"percentile":85.71,"photo":null,"transit":null},{"rank":7,"place_id":"gers:16d62345-6f94-459f-9ebd-38672a75c3df","name":"Neovision Optometrist Centre Point","category":"vision_or_eye_care_clinic","address":"Shop GF006, Corner Koeberg and, Loxton Rd","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.261,"percentile":82.86,"photo":null,"transit":null},{"rank":8,"place_id":"gers:590226fa-10d1-4e5a-8852-841a01b6410f","name":"Spectacle Warehouse Kenilworth","category":"vision_or_eye_care_clinic","address":"289 Imam Haron Road","sources":["microsoft","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.23,"percentile":80,"photo":null,"transit":null},{"rank":9,"place_id":"gers:f8b7ef2f-0cfb-4a6c-b943-e59b32e2b112","name":"Atlantic Eye Specialist Centre","category":"vision_or_eye_care_clinic","address":"1 Mediterranean St","sources":["meta","overture"],"providers":2,"confidence":0.973,"website":true,"phone":true,"michelin":false,"score":2.214,"percentile":77.14,"photo":null,"transit":{"qid":"Q1034496","name":"Cape Town railway station","mode":"rail","distanceM":631}},{"rank":10,"place_id":"gers:5a283d6b-26c9-446d-8e1f-3a077768e2ac","name":"Eyetelle Oogkundiges Optometrists","category":"vision_or_eye_care_clinic","address":"Shop 13, Flamingo Square Center, 13 Blaauwberg Rd","sources":["meta","overture"],"providers":2,"confidence":0.972,"website":true,"phone":true,"michelin":false,"score":2.204,"percentile":74.29,"photo":null,"transit":null}]}