{
  "schema": 1,
  "dataset": "client_reviews_subcategory_pack",
  "category": "application-areas",
  "subcategory": "CNC Routing",
  "subcategory_slug": "cnc-routing",
  "generated_at": "2026-10-23T01:32:46.836786+02:00",
  "max_items": 30,
  "count": 30,
  "fill_source": "latest300_fallback",
  "pick_rules": "Eligible: rating>=4 with non-empty review text (disabled excluded). Per subcategory leaf, score EVERY eligible review: topic_relevance (~0.7) from that leaf's taxonomy keywords on title+content (name lightly) + recency (~0.3) with smooth decay vs newest date in corpus — even tiny topic weight still ranks. Sort by combined score desc; take top 100; random-sample exactly 30 with seeded RNG (seed = YYYYMMDD SAST + subcategory slug). If fewer than 100 scored candidates somehow, OR topic pool too weak to reach 30 (topic_hits<30): take the latest 300 eligible reviews (date desc), random-sample 30. Never ship count 0 or <30 — assert count==30 for every subcategory slug before publish. Same review id MAY appear in multiple subcategory packs (multi-membership).",
  "public_url": "https://8i.co.za/guide/amcoza/reviews/cnc-routing.json",
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      "id": "Ci9DQUlRQUNvZENodHljRjlvT25jMmJqTk1iRmRuUXpoemJUaElWbkphY21VMVJHYxAB",
      "source": "google",
      "name": "khayakazi",
      "date": "2026-09-28T11:44:58+02:00",
      "rating": 5,
      "review": "We are satisfied and impressed with the standard of service rendered by this company and can definitely recommend them to to friends and family.",
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      "source": "google",
      "name": "Morongwa Phokane",
      "date": "2026-09-19T12:11:32+02:00",
      "rating": 5,
      "review": "Best Machinery in town Advanced Machinery.",
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      "title": "",
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      "name": "Mpho Sondezi",
      "date": "2026-07-26T14:51:35+02:00",
      "rating": 5,
      "review": "Thank you Cavin for the flawless installation of My CNC Router and training me on how to use the machine. you re a start.",
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      "title": "",
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    {
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      "source": "google",
      "name": "bafana nkwanyana",
      "date": "2026-07-26T12:51:35+02:00",
      "rating": 5,
      "review": "I m happy with my sublimation printer. Its such a great machine and works mostly as described.",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT21oU01WSXhibGhRVjJWS04weE5ZWEEyVUZCTE5rRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOmhSMVIxblhQV2VKN0xNYXA2UFBLNkE%7C%7C?hl=en-GB",
      "title": "",
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      "source": "google",
      "name": "Felizia Mare",
      "date": "2026-07-01T11:56:28+02:00",
      "rating": 5,
      "review": "Thanks Thabiso.   Was very helpful. And got patients.  Thanks a lot.",
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      "source": "google",
      "name": "Stacey Van Zyl",
      "date": "2026-05-19T08:55:10+02:00",
      "rating": 5,
      "review": "Big shoutout to tech Thabiso for his assistance today with my vinyl cutter. He gets a 10 10 and Gold Star. Thanks",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xoRFgzTlRNMjlFWkVOa1UzcHhORFpvVFZWQ05GRRAB__Stacey_Van_Zyl.jpg",
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    },
    {
      "id": "outstanding-support-from-kutullo-6340898",
      "source": "hellopeter",
      "name": "OMOHAU M",
      "date": "2026-04-23T11:42:56+02:00",
      "rating": 5,
      "review": "Kutullo provided excellent support. He was always available to answer my calls whenever I needed assistance, no matter the time. His reliability and willingness to help made the whole experience smooth and stress-free. I highly recommend him for his professionalism and dedication.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/hp_outstanding-support-from-kutullo-6340898__OMOHAU_M.jpg",
      "link": "https://www.hellopeter.com/amcoza/reviews/outstanding-support-from-kutullo-6340898",
      "title": "Outstanding Support from Kutullo",
      "category": "application-areas",
      "subcategory": "CNC Routing",
      "subcategory_slug": "cnc-routing"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2xCaldUZEhiMnBNYVVZMUxXMVNlRFJHTkcxWVExRRAB",
      "source": "google",
      "name": "Motlalepule Mahlangu",
      "date": "2026-04-20T14:40:47+02:00",
      "rating": 5,
      "review": "We have purchased 3 machines from Advanced Machinery to date.We have always found your company good to deal with and very helpful.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xCaldUZEhiMnBNYVVZMUxXMVNlRFJHTkcxWVExRRAB__Motlalepule_Mahlangu.jpg",
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      "title": "",
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      "id": "Ci9DQUlRQUNvZENodHljRjlvT2xwSVpWTXlWMkZEZDAxUmQzRlhNMWxZVGtaR1gxRRAB",
      "source": "google",
      "name": "Siphesihle Tebane",
      "date": "2026-04-01T14:19:44+02:00",
      "rating": 5,
      "review": "I am writing in response to our service today.Raymond has been to our home before on other calls and has provided us with the best service ever.We are very pleased with him.Can t thank you enough.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xwSVpWTXlWMkZEZDAxUmQzRlhNMWxZVGtaR1gxRRAB__Siphesihle_Tebane.jpg",
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      "title": "",
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      "id": "Ci9DQUlRQUNvZENodHljRjlvT2tKcWR6SXhTVlYzV2pOWmJsZHZaR1ozY0d4ZmVVRRAB",
      "source": "google",
      "name": "Treveen Harilal",
      "date": "2026-03-05T10:37:07+02:00",
      "rating": 5,
      "review": "Great Service , Great Quality Prints From The Machines I ve Purchased .. Also had great after sales service from pride  Technician  .. He always helps me out whenever i need help with regards to my machine settings and updating the software  .. No questions asked  does everything remotely via teamviewer",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2tKcWR6SXhTVlYzV2pOWmJsZHZaR1ozY0d4ZmVVRRAB__Treveen_Harilal.jpg",
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      "source": "google",
      "name": "Lydia Nhoni",
      "date": "2026-02-28T15:54:15+02:00",
      "rating": 5,
      "review": "It seems rather impossible to put into words the excellent service that I received from Walter. Diligence, dedication and pure excellence.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT205R1gxZ3pUVlp4YjFOUllVOWhhV2xvWWw5YU9HYxAB__Lydia_Nhoni.jpg",
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      "source": "google",
      "name": "Nompi Amelia",
      "date": "2026-02-24T15:27:07+02:00",
      "rating": 5,
      "review": "Recieved outstanding customer service from Hamilton. I will make sure to recommend him to my friends and family and highly recommend him also to his bosses.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2padmIyeG9Ubkp3VUdZM1kweERUWFYzUVVWT1ZrRRAB__Nompi_Amelia.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2padmIyeG9Ubkp3VUdZM1kweERUWFYzUVVWT1ZrRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOjZvb2xoTnJwUGY3Y0xDTXV3QUVOVkE%7C%7C?hl=en-GB",
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    {
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      "source": "google",
      "name": "Nompi Amelia",
      "date": "2026-02-24T15:26:34+02:00",
      "rating": 5,
      "review": "Sello was very professional, knowledgeable and had a lovely attitude. He taught us a lot on how to operate a CNC Router machine.",
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      "source": "google",
      "name": "Lebogang Mokoto",
      "date": "2026-02-19T15:05:38+02:00",
      "rating": 5,
      "review": "I really enjoyed working with Suhail. That guy was really helpful. Really appreciate your help",
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      "source": "google",
      "name": "Keabetsoe Zulu",
      "date": "2026-02-18T21:12:11+02:00",
      "rating": 5,
      "review": "I ve engaged many computer techs over the years, and they simply don t compare. Walter is a true professional. He is so excellent.",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xGU1dGbzNWMDVSTUhwcE1HUktSRlZRTVhwalMwRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOlFSWFo3V05RMHppMGRKRFVQMXpjS0E%7C%7C?hl=en-GB",
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    {
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      "source": "google",
      "name": "Arnold Muller",
      "date": "2026-01-29T17:42:43+02:00",
      "rating": 5,
      "review": "We were assisted promply and efficiently. Never did they make me feel like my problem is to small. I know only little and had a very pleasant assistance experience. Thank you AM",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2prNWNtTjNVM3BmY1V4S1dIa3daRVV3UVdZM2JsRRAB__AM_Customer.jpg",
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      "source": "google",
      "name": "Kagisano Mokhosi",
      "date": "2026-01-18T12:02:40+02:00",
      "rating": 5,
      "review": "Happy to give AM.CO.ZA the highest rating and will continue to buy from them.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2tVM1ltdzJXVmhKTWsxMlFrSmFlRkJWTjIweWFXYxAB__AM_Customer.jpg",
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      "source": "google",
      "name": "Sizani Maseko",
      "date": "2025-12-27T16:51:21+02:00",
      "rating": 5,
      "review": "Customer service is simply amazing.they were so helpful and patient with me during the entire process of me buying a printer and ink.",
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      "name": "Siphokazi Kgomo",
      "date": "2025-12-24T21:13:09+02:00",
      "rating": 5,
      "review": "I had Walter fix my printer at my house,I was very happy with his services and up to now  I ve had no issues with t machine .",
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      "name": "Siyabonga Nkosi",
      "date": "2025-12-24T20:31:46+02:00",
      "rating": 5,
      "review": "I ve tried out different shops but these guys are just the best  They managed to do some magic and got me up and running before the holidays all thanks to the AM team.",
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      "source": "google",
      "name": "Paballo Ndimande",
      "date": "2025-12-24T20:12:24+02:00",
      "rating": 5,
      "review": "Highly recommended. It has a lot of features and transforms our workflow",
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      "source": "google",
      "name": "Thando Hlatshwayo",
      "date": "2025-12-23T18:41:43+02:00",
      "rating": 5,
      "review": "We use Advanced Machinery for all our signage needs because they keep durable machines and spare parts.",
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      "source": "google",
      "name": "Musawenkosi Mazibuko",
      "date": "2025-12-14T18:42:17+02:00",
      "rating": 5,
      "review": "I had a great experience at AM.CO.ZA with the management and staff members. They were all so warm and welcoming during my visit. They showed me how a couple of machines work.",
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      "name": "Musawenkosi Mazibuko",
      "date": "2025-12-14T18:37:08+02:00",
      "rating": 5,
      "review": "I rarely leave reviews but my experience with advanced machinery has led me to recommended your company to a friend the same day I ordered. That s how good the experience was.",
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      "source": "google",
      "name": "anastasia motaung",
      "date": "2025-12-04T08:42:52+02:00",
      "rating": 5,
      "review": "Couldn t rate your work highly enough. Great job AM.",
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      "source": "google",
      "name": "Tiro Zinhle",
      "date": "2025-12-03T17:13:43+02:00",
      "rating": 5,
      "review": "We engaged with this business to buy hand held printers and resell them.All the printers that we bought work very well.You are looking at one happy customer.",
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      "source": "google",
      "name": "basetsana nene",
      "date": "2025-12-03T09:36:59+02:00",
      "rating": 5,
      "review": "Excellent service yet again. Thank you ya ll .",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2tSeGJqVmtaMTl1VGkxTFRIYzNkVlpNYTJORk0wRRAB__AM_Customer.jpg",
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      "source": "google",
      "name": "Nompumelelo Mohale",
      "date": "2025-11-29T19:42:11+02:00",
      "rating": 5,
      "review": "Awesome customer support  Walter was quick to get an issue resolved",
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      "source": "google",
      "name": "Nosipho Maranjana",
      "date": "2025-11-29T13:14:19+02:00",
      "rating": 5,
      "review": "One thing you will definitely encounter by the time you get there.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2sxNE0yeEZVRVEzVWpOeFRrOUNZa2hpZGtWQ1NGRRAB__AM_Customer.jpg",
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      "source": "google",
      "name": "Tebogo Samuel",
      "date": "2025-11-24T18:16:09+02:00",
      "rating": 5,
      "review": "Top range of products. Well trained staff. I have lots of confidence in ur organisation.",
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  ]
}