{
  "schema": 1,
  "dataset": "client_reviews_subcategory_pack",
  "category": "spares-consumables-materials",
  "subcategory": "Sublimation Paper",
  "subcategory_slug": "sublimation-paper",
  "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/sublimation-paper.json",
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      "date": "2026-09-19T11:47:39+02:00",
      "rating": 5,
      "review": "Great Printing Machines.   Advanced Machinery.",
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      "date": "2026-09-07T21:44:02+02:00",
      "rating": 5,
      "review": "AM.CO.ZA are absolute professionals  I purchased a machine from them and was extremely impressed with the excellent customer service from start to finish. The staff were knowledgeable, helpful and always available to assist with any questions I had. I bought the machine and had Jeffrey set it up for me so well, and he made sure I understood how everything worked. This company s after sales support is outstanding and made the entire buying experience smooth and stress free. I m very happy with my purchase and will definitely be doing business with them again",
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      "source": "google",
      "name": "Kabafu Gondwe",
      "date": "2026-09-06T10:07:00+02:00",
      "rating": 5,
      "review": "This office would like to take the opportunity to thank you and your staff for the excellent service and quality machinery.",
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      "title": "",
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    },
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      "source": "google",
      "name": "siya magida",
      "date": "2026-09-05T14:52:43+02:00",
      "rating": 5,
      "review": "Amazing company with amazing products.",
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      "source": "google",
      "name": "Boikanyo Padi",
      "date": "2026-09-02T18:19:40+02:00",
      "rating": 5,
      "review": "From the initial purchase through to the after sales service and ongoing support, everything has been excellante.",
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    },
    {
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      "source": "google",
      "name": "msizi mashabela",
      "date": "2026-08-27T18:13:30+02:00",
      "rating": 5,
      "review": "They did an amazing job for my business  From the first meeting when I had my appointment right up to the installation, everything was perfect. Jatin did an amazing job for me. I will definitely recommend them.",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2sxdU5rd3RObTlrWnpCV2JtTlVlWGhzTnpCSk1GRRAB!2m1!1s0x0:0xc979ab34f88a04ca!3m1!1s2@1:CAIQACodChtycF9oOk1uNkwtNm9kZzBWbmNUeXhsNzBJMFE%7C%7C?hl=en-GB",
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    },
    {
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      "source": "google",
      "name": "Bayanda Mthembu",
      "date": "2026-08-23T14:06:54+02:00",
      "rating": 5,
      "review": "Thank you Mzwah for the fantastic demonstration. You rock.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25GTWQyZFhMVE5EVWpOeU0ydE1ja05CVlROcVNtYxAB__Bayanda_Mthembu.jpg",
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      "source": "google",
      "name": "Mpho Sondezi",
      "date": "2026-08-22T09:51:41+02:00",
      "rating": 5,
      "review": "What a fantastic team at Advanced Machinery  I had an issue with my vinyl cutting machine and they managed to resolve it within minutes. Their service was quick, friendly and incredibly helpful. I would definitely recommend them.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21oM1JWOHdRMjV2UVdKaVRWUk1jR0pFVlVac1JuYxAB__Mpho_Sondezi.jpg",
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      "title": "",
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    },
    {
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      "source": "google",
      "name": "Nonsikelelo Nkosi",
      "date": "2026-08-18T13:09:23+02:00",
      "rating": 5,
      "review": "I need to recurrect my old sign business and upgrade all equipment. Can you assist me with dimensions and prices",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21Kb01tVTNVak5hYlZaMWJWbE9hbVl5VGs5bVJYYxAB__Nonsikelelo_Nkosi.jpg",
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      "title": "",
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    {
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      "source": "google",
      "name": "Liani Vlag",
      "date": "2026-05-29T16:03:29+02:00",
      "rating": 5,
      "review": "Thabiso from the AM support centre was a great help in getting all of my software installed remotely. Very happy with the service.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21RNWFVMUdkSHBqUjBKcFJXczFhWGhMUXpneGJYYxAB__Liani_Vlag.jpg",
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    {
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      "source": "google",
      "name": "Enrico Gherbavaz",
      "date": "2026-05-21T21:31:51+02:00",
      "rating": 5,
      "review": "I had an urgent requirement to setup my 100watt Co2 laser machine after I replaced my laser tube and power supply. The technicians at AM CO. ZA were very helpful and patient with me, thank you Takalani, your knowledge and skills on lasers is phenomenal, and I really appreciate it. To Eric, Takalani and the rest of the service team, thanks once again for your professionalism, I certainly recommend their services, Best Wishes, Enrico Gherbavaz",
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    {
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      "source": "google",
      "name": "umbali",
      "date": "2026-03-04T13:28:18+02:00",
      "rating": 5,
      "review": "I want to thank you for the best product always and for the experience service.We are looking forward to continued success with AM.CO.ZA.",
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      "source": "google",
      "name": "Lindokuhle Mithi",
      "date": "2026-03-04T09:23:01+02:00",
      "rating": 5,
      "review": "AM offers first class customer service. Highly recommend.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25WS1IzZEpjbk5FYTI5M2FIWjJWV3BtVEVwVlMxRRAB__Lindokuhle_Mithi.jpg",
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      "source": "google",
      "name": "Batho3 Batso3",
      "date": "2026-02-27T13:18:46+02:00",
      "rating": 5,
      "review": "If there is one thing about Am.co.za is that they are always prompt professional and excel at customer service.",
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      "source": "google",
      "name": "Kamogelo Komane",
      "date": "2026-01-28T12:11:43+02:00",
      "rating": 5,
      "review": "Your technician has just completed work at our office.I am pleased to say that he carried out the installation very professionally and with so much patience.Thank you AM.",
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      "name": "gift Banele",
      "date": "2026-01-11T15:31:04+02:00",
      "rating": 5,
      "review": "walter carried out the installation of my printer quickly and to a very high standard. would 100  recommend  Thank you guys",
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      "source": "google",
      "name": "Mpumelelo Songo",
      "date": "2026-01-09T12:39:35+02:00",
      "rating": 5,
      "review": "Waiting eagerly see what you have in store for the New Year.",
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      "name": "Siphiwe Mbotini",
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      "rating": 5,
      "review": "Keep up the great work and efficient service team.",
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      "name": "Tshepo david Magubane",
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      "name": "Nomsa Nene",
      "date": "2025-12-02T12:33:56+02:00",
      "rating": 5,
      "review": "I am very happy about the CNC Router that you sold to me and for the technician that you assigned to me. Walter s expertise displays years worth of practice.",
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      "name": "Snenhlanhla Nkutha",
      "date": "2025-12-02T12:20:21+02:00",
      "rating": 5,
      "review": "Thank you very much for your prompt service this morning. After experiencing terrible during Black Friday shopping last week, it was a pleasure to receive such professional and effortless assistance.",
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      "date": "2025-11-25T12:37:31+02:00",
      "rating": 5,
      "review": "The installation of the our UV DTF printer went so well. Thank you Walter for the job that you did on this machine and for answering all of our questions.",
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      "name": "Lesego Ofentse",
      "date": "2025-11-03T18:16:30+02:00",
      "rating": 5,
      "review": "Ashley from Advanced machinery gave great, friendly and professional service. I highly recommend Their team is reliable and always ready to help. I ll be sure to use their services again in the future.",
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      "name": "Kabelo Mtsweni",
      "date": "2025-11-02T15:15:14+02:00",
      "rating": 5,
      "review": "Sello is such a professional he knows what he is doing. He patiently explained to my business partner and I how the Fiber laser welder works. Now we are ready to rock and roll.",
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}