{
  "schema": 1,
  "dataset": "client_reviews_subcategory_pack",
  "category": "spares-consumables-materials",
  "subcategory": "Textile Inks",
  "subcategory_slug": "textile-inks",
  "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/textile-inks.json",
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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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      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
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      "source": "google",
      "name": "Thami Simphiwe",
      "date": "2026-07-29T18:41:55+02:00",
      "rating": 5,
      "review": "The company has really outdone itself with the quality of products that it sells, the learning center",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xkTWRWTjFZVVpwTjJ0VVVHNVBaRFJEY1VOTFVVRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOldMdVN1YUZpN2tUUG5PZDRDcUNLUUE%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
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      "source": "google",
      "name": "Sbu Ensoul",
      "date": "2026-05-01T20:23:55+02:00",
      "rating": 5,
      "review": "Lesedi best technician, thanks for the services",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25ocFZtMXpMVTl0UkZOV1Z6UkxVMjVxWVhZNFdsRRAB__Sbu_Ensoul.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25ocFZtMXpMVTl0UkZOV1Z6UkxVMjVxWVhZNFdsRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOnhpVm1zLU9tRFNWVzRLU25qYXY4WlE%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT25SUk9XOXJTWFF4VmtSVlVGRkpNRzFPWm5sNmFHYxAB",
      "source": "google",
      "name": "Senzo Solontyi",
      "date": "2026-04-12T10:37:51+02:00",
      "rating": 5,
      "review": "Such friendly efficient professional service. A refreshingly pleasant experience all round. Thank you Advanced Machinery.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25SUk9XOXJTWFF4VmtSVlVGRkpNRzFPWm5sNmFHYxAB__Senzo_Solontyi.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25SUk9XOXJTWFF4VmtSVlVGRkpNRzFPWm5sNmFHYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOnRROW9rSXQxVkRVUFFJMG1OZnl6aGc%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
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      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2pVdFJrZFJZVUUyTjFreUxYWjZhRU5tWkU1UWQwRRAB",
      "source": "google",
      "name": "Michelle Kruger",
      "date": "2026-03-16T22:15:53+02:00",
      "rating": 5,
      "review": "Outstanding Service from AM.CO.ZA and Thabiso I would like to express my sincere appreciation for the excellent service I received from AM.CO.ZA, especially from Thabiso. From the very first interaction, he was professional, friendly, and extremely helpful. Thank you Thabiso",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2pVdFJrZFJZVUUyTjFreUxYWjZhRU5tWkU1UWQwRRAB__Michelle_Kruger.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2pVdFJrZFJZVUUyTjFreUxYWjZhRU5tWkU1UWQwRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOjUtRkdRYUE2N1kyLXZ6aENmZE5Qd0E%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2w5c2JXcHRUM0JNWTNSbVJHVXdRVWxZTTFOdFNXYxAB",
      "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.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2w5c2JXcHRUM0JNWTNSbVJHVXdRVWxZTTFOdFNXYxAB__AM_Customer.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2w5c2JXcHRUM0JNWTNSbVJHVXdRVWxZTTFOdFNXYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOl9sbWptT3BMY3RmRGUwQUlYM1NtSWc%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2pGNlkycE9Yekl3UW5wUVoyTmtWSFJPWVRCeloxRRAB",
      "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.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2pGNlkycE9Yekl3UW5wUVoyTmtWSFJPWVRCeloxRRAB__Nompi_Amelia.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2pGNlkycE9Yekl3UW5wUVoyTmtWSFJPWVRCeloxRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOjF6Y2pOXzIwQnpQZ2NkVHROYTBzZ1E%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2pZdFdXRXlUMmRVZEdobFJGWnJNWEZhV1hkWWNuYxAB",
      "source": "google",
      "name": "Nyamazane Wilson Malwane",
      "date": "2026-02-24T15:17:28+02:00",
      "rating": 5,
      "review": "Jeffrey did a great job maintaining professionalism under pressure.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2pZdFdXRXlUMmRVZEdobFJGWnJNWEZhV1hkWWNuYxAB__Nyamazane_Wilson_Malwane.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2pZdFdXRXlUMmRVZEdobFJGWnJNWEZhV1hkWWNuYxAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOjYtWWEyT2dUdGhlRFZrMXFaWXdYcnc%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT21OemMzUm5RbWx1TVVWcVpFOVJjbkJTVG01Nk9FRRAB",
      "source": "google",
      "name": "Nyamazane Wilson Malwane",
      "date": "2026-02-24T15:16:29+02:00",
      "rating": 5,
      "review": "Your products and services come highly recommend",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21OemMzUm5RbWx1TVVWcVpFOVJjbkJTVG01Nk9FRRAB__Nyamazane_Wilson_Malwane.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT21OemMzUm5RbWx1TVVWcVpFOVJjbkJTVG01Nk9FRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOmNzc3RnQmluMUVqZE9RcnBSTm56OEE%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2xONU9TMVllRTUyTFVkYU0zUkVTRFZ5Wm10Q1JYYxAB",
      "source": "google",
      "name": "Ayanda Nano",
      "date": "2026-02-24T15:12:17+02:00",
      "rating": 5,
      "review": "Thank you for the best service Hamilton.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xONU9TMVllRTUyTFVkYU0zUkVTRFZ5Wm10Q1JYYxAB__Ayanda_Nano.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xONU9TMVllRTUyTFVkYU0zUkVTRFZ5Wm10Q1JYYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOlN5OS1YeE52LUdaM3RESDVyZmtCRXc%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2t0TVF6Qk5RbUZ5VWpnNWFqbG9WRXhIYWtSaE0xRRAB",
      "source": "google",
      "name": "Tafara Zvandasara",
      "date": "2026-02-15T16:50:40+02:00",
      "rating": 5,
      "review": "Outstanding work first class very pleased with mymachine. If you need a machine if you need a machine to personalize your gifts. Advanced  machinery is the first one to call.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2t0TVF6Qk5RbUZ5VWpnNWFqbG9WRXhIYWtSaE0xRRAB__Tafara_Zvandasara.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2t0TVF6Qk5RbUZ5VWpnNWFqbG9WRXhIYWtSaE0xRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOktMQzBNQmFyUjg5ajloVExHakRhM1E%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
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      "subcategory_slug": "textile-inks"
    },
    {
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      "source": "google",
      "name": "angela mofokeng",
      "date": "2026-02-09T14:48:45+02:00",
      "rating": 5,
      "review": "Gerald was very kind and patient, he explained the function of the system and was open to us asking questions. He gave us practical advice and allowed us to use the machine while he saw.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2sxdVpYb3hRMEl6TUZocFV6VmlSMmhKZW1WWlpVRRAB__angela_mofokeng.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2sxdVpYb3hRMEl6TUZocFV6VmlSMmhKZW1WWlpVRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOk1uZXoxQ0IzMFhpUzViR2hJemVZZUE%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
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    {
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      "source": "google",
      "name": "Elaine Penderis",
      "date": "2026-02-04T13:21:21+02:00",
      "rating": 5,
      "review": "Bakong was a great help",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT20wMVdqUlBXVlZ1Tm10TWRFNU1NRVpOVkVGRGJVRRAB__Elaine_Penderis.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT20wMVdqUlBXVlZ1Tm10TWRFNU1NRVpOVkVGRGJVRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOm01WjRPWVVuNmtMdE5MMEZNVEFDbUE%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2pNeFRGRnRVelpJTms4MlMyTlViRXhUY0dkQ1VrRRAB",
      "source": "google",
      "name": "Thando Lindo",
      "date": "2026-01-15T18:31:53+02:00",
      "rating": 5,
      "review": "Highly recommend this company",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2pNeFRGRnRVelpJTms4MlMyTlViRXhUY0dkQ1VrRRAB__Thando_Lindo.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2pNeFRGRnRVelpJTms4MlMyTlViRXhUY0dkQ1VrRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOjMxTFFtUzZINk82S2NUbExTcGdCUkE%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Textile Inks",
      "subcategory_slug": "textile-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2kwNGNuWnNZMDVSTkRObVdVUnJSVEJ6UlRKZmVHYxAB",
      "source": "google",
      "name": "James",
      "date": "2026-01-11T14:07:16+02:00",
      "rating": 5,
      "review": "Raymond was polite, quick explanatory and efficient. He did a clean job with my installation. He was great",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2kwNGNuWnNZMDVSTkRObVdVUnJSVEJ6UlRKZmVHYxAB__James.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2kwNGNuWnNZMDVSTkRObVdVUnJSVEJ6UlRKZmVHYxAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOi04cnZsY05RNDNmWURrRTBzRTJfeGc%7C%7C?hl=en-GB",
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    },
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      "source": "google",
      "name": "Thembi Dube",
      "date": "2026-01-08T17:58:14+02:00",
      "rating": 5,
      "review": "They are simply professionals with a high level of expertise and take pride in the work that they deliver.Not forgetting the high quality machine that they sell.Highly recommend them",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2tGa2RrZ3RjVVJRYm1aV2NESm1lbTFOTm5aT1ZWRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOkFkdkgtcURQbmZWcDJmem1NNnZOVVE%7C%7C?hl=en-US",
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    },
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      "source": "google",
      "name": "Zintle Mqoco",
      "date": "2025-12-28T22:23:33+02:00",
      "rating": 5,
      "review": "Talented team of technicians",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT20xdlRIY3pka2Q0U20wNE5FcEdMVVZuVkRORVUxRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOm1vTHczdkd4Sm04NEpGLUVnVDNEU1E%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
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      "review": "The UV DTF printer has Incredible features and a user friendly interface that makes it easier to use. The customer service team is fantastic and always ready to assist",
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      "rating": 5,
      "review": "Great service and quick response from fhe AM team,after purchasing my CNC Router. Hamilton made the installation compliant. I am impressed with their machinery and services. 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 my machine.",
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      "name": "Sgqe Bongza",
      "date": "2025-12-21T15:18:10+02:00",
      "rating": 5,
      "review": "Satisfied with the mesh system installed by Walter and a huge thanks to the team of technicians that made my demo experience the best.",
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      "name": "Kwanele Mokwane",
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      "rating": 5,
      "review": "I recently purchased from this business, and the experience was better than I expected. The quality of the UV DTF printer stood out right away.",
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      "name": "Lebohang Cleopatra",
      "date": "2025-12-04T09:16:22+02:00",
      "rating": 5,
      "review": "Thank you so much for your stellar service and excellence in signage. We always make sure to use you.",
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      "name": "Tebogo Silwanyana",
      "date": "2025-12-04T08:21:04+02:00",
      "rating": 5,
      "review": "Very happy with your excellent service in getting us up and running at our humble abode. I take my hat off to your wonderful team highly recommended.",
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      "name": "Nonsikelelo Nkosi",
      "date": "2025-12-04T07:35:33+02:00",
      "rating": 5,
      "review": "My go to signage shop. They are always properly stocked up and always strive to give their customer service.",
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      "name": "Naledi Mosheledi",
      "date": "2025-12-03T20:43:22+02:00",
      "rating": 5,
      "review": "Got myself a printer and ink from Advanced Machinery. I am blown away by the quality considering the amount that I paid. Highly recommend them.",
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      "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.",
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      "source": "google",
      "name": "Carene Pretorius",
      "date": "2025-11-25T14:28:21+02:00",
      "rating": 5,
      "review": "Takalani and Lethu installed the machine and did a very good introduction to the machine as well as the software.  These two guys did a brilliant job and are so well mannered.",
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      "source": "google",
      "name": "Amukelani Hlongo",
      "date": "2025-11-18T11:20:38+02:00",
      "rating": 4,
      "review": "The experience was good, the person Lethu  who was assisting me  can explain well and is patient with customers",
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      "name": "Thabo Pheko",
      "date": "2025-11-17T12:02:37+02:00",
      "rating": 5,
      "review": "Lethu  Assisted me with the re installation og my Cutter s software and made sure it is properly working, his help was much appriciated",
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}