{
  "schema": 1,
  "dataset": "client_reviews_subcategory_pack",
  "category": "spares-consumables-materials",
  "subcategory": "Solvent Inks",
  "subcategory_slug": "solvent-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/solvent-inks.json",
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      "name": "Simphiwe Nkosi",
      "date": "2026-10-06T16:07:11+02:00",
      "rating": 5,
      "review": "We bought a large format printer from Advanced Machinery and have been very happy with it.The print quality is excellent,especially for our banners and signage.It has made our production much easier because we no longer have to outsource every large job.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2tGd1JuaEJkVEJLTW1sU1RuTlBaR1ZtWlc1dE1WRRAB__Simphiwe_Nkosi.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2tSWlEyVkRaR05tYmpWNmFtVk1kQzF0Y0dKalJVRRAB!2m1!1s0x0:0xc979ab34f88a04ca!3m1!1s2@1:CAIQACodChtycF9oOkRZQ2VDZGNmbjV6amVMdC1tcGJjRUE%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT21aTFZXMVBZemxVWDI1VWIyTk9SV2xaWHpKV1ZrRRAB",
      "source": "google",
      "name": "Thami Simphiwe",
      "date": "2026-09-06T19:46:47+02:00",
      "rating": 5,
      "review": "The team was incredibly helpful throughout the process, from helping me choose the right machine for my needs to providing guidance on how to get the best results from it. Their knowledge and professionalism gave me confidence that I had made the right investment.",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT21aTFZXMVBZemxVWDI1VWIyTk9SV2xaWHpKV1ZrRRAB!2m1!1s0x0:0xc979ab34f88a04ca!3m1!1s2@1:CAIQACodChtycF9oOmZLVW1PYzlUX25Ub2NORWlZXzJWVkE%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
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      "source": "google",
      "name": "Lumka Dhladhla",
      "date": "2026-09-06T13:16:53+02:00",
      "rating": 5,
      "review": "Just a short note to thank you and your company for the quality of service rendered and the quality of products, very impressive. We really appreciated the effort put into the demonstration and installation of our large format printer.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21OV2MzcE5UME4xWjJnMlVVdzBXbFF5WDBNd1NYYxAB__Lumka_Dhladhla.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT21OV2MzcE5UME4xWjJnMlVVdzBXbFF5WDBNd1NYYxAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOmNWc3pNT0N1Z2g2UUw0WlQyX0MwSXc%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT25Nd1kzcFZOVlZhYjFRelZUUlNZVFoyYkZkR01GRRAB",
      "source": "google",
      "name": "Thandolwethu Seluma",
      "date": "2026-07-29T17:21:09+02:00",
      "rating": 5,
      "review": "I just wanted to take a moment to let you know how much I appreciate this company s incredible service.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25Nd1kzcFZOVlZhYjFRelZUUlNZVFoyYkZkR01GRRAB__Thandolwethu_Seluma.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25Nd1kzcFZOVlZhYjFRelZUUlNZVFoyYkZkR01GRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOnMwY3pVNVVab1QzVTRSYTZ2bFdGMFE%7C%7C?hl=en-GB",
      "title": "",
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      "subcategory_slug": "solvent-inks"
    },
    {
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      "source": "google",
      "name": "Martin Kruger",
      "date": "2026-06-15T09:52:12+02:00",
      "rating": 5,
      "review": "Great service and awesome display room.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2s1WFJuaHJZMEo1ZWtOVlJscEZXRGhOUjFNeE9XYxAB__Martin_Kruger.jpg",
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      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
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      "source": "google",
      "name": "Neo Khunyeli",
      "date": "2026-05-21T12:57:18+02:00",
      "rating": 5,
      "review": "I was assisted by a knownledgable technician by the name of Thabiso, he was able to resolve my printer promptly.. Now I am happy",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2paYVlWbFFNRGhaTkdoTlVYbEhkMUZITm1oMmNIYxAB__Neo_Khunyeli.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2paYVlWbFFNRGhaTkdoTlVYbEhkMUZITm1oMmNIYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOjZaYVlQMDhZNGhNUXlHd1FHNmh2cHc%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2sxYU9IQXhlV2czZHpNNExUbEViREJXWkY5b1ZGRRAB",
      "source": "google",
      "name": "Johannes Jansen Van Rensburg",
      "date": "2026-05-11T14:45:45+02:00",
      "rating": 5,
      "review": "Best printer and consumable store",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2sxYU9IQXhlV2czZHpNNExUbEViREJXWkY5b1ZGRRAB__Johannes_Jansen_Van_Rensburg.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2sxYU9IQXhlV2czZHpNNExUbEViREJXWkY5b1ZGRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOk1aOHAxeWg3dzM4LTlEbDBWZF9oVFE%7C%7C?hl=en-US",
      "title": "",
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    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2tZMlZreHFOMUEzVlZOSWRtMXRXbVp2VDNKMFYxRRAB",
      "source": "google",
      "name": "Jimson Mazhambe",
      "date": "2026-05-09T10:58:42+02:00",
      "rating": 5,
      "review": "thanks to Thabiso for professional help on my vinyl cutter it was not reading computer. Great service keep up the good team A.M I m happy with service",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2tZMlZreHFOMUEzVlZOSWRtMXRXbVp2VDNKMFYxRRAB__Jimson_Mazhambe.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2tZMlZreHFOMUEzVlZOSWRtMXRXbVp2VDNKMFYxRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOkY2VkxqN1A3VVNIdm1tWmZvT3J0V1E%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2w5WmJTMVVWbHBEYlV4TGEzQnBVM2N5U201Nk1HYxAB",
      "source": "google",
      "name": "SFISO SOLONTYI",
      "date": "2026-04-12T10:32:14+02:00",
      "rating": 5,
      "review": "Outstanding service from this very helpful company. Walter installed my vinyl cutter to perfection. Highly recommended.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2w5WmJTMVVWbHBEYlV4TGEzQnBVM2N5U201Nk1HYxAB__SFISO_SOLONTYI.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2w5WmJTMVVWbHBEYlV4TGEzQnBVM2N5U201Nk1HYxAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOl9ZbS1UVlpDbUxLa3BpU3cySm56MGc%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2tsTFRXeElSRk5SU2xOWFVFZGZRemhoUkhNemQyYxAB",
      "source": "google",
      "name": "SFISO SOLONTYI",
      "date": "2026-04-12T10:31:11+02:00",
      "rating": 5,
      "review": "Done on the installation of my printer, very clean in fact. Will definitely use them again.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2tsTFRXeElSRk5SU2xOWFVFZGZRemhoUkhNemQyYxAB__SFISO_SOLONTYI.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2tsTFRXeElSRk5SU2xOWFVFZGZRemhoUkhNemQyYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOklLTWxIRFNRSlNXUEdfQzhhRHMzd2c%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2xSQ1R6RlZVbE5KZUhwQ1lsTnJkMUJFY1ZCTk5tYxAB",
      "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.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xSQ1R6RlZVbE5KZUhwQ1lsTnJkMUJFY1ZCTk5tYxAB__umbali.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xSQ1R6RlZVbE5KZUhwQ1lsTnJkMUJFY1ZCTk5tYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOlRCTzFVUlNJeHpCYlNrd1BEcVBNNmc%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
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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",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25WS1IzZEpjbk5FYTI5M2FIWjJWV3BtVEVwVlMxRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOnVKR3dJcnNEa293aHZ2VWpmTEpVS1E%7C%7C?hl=en-US",
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    },
    {
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      "source": "google",
      "name": "Zubenathi Zikiza",
      "date": "2026-03-02T15:22:54+02:00",
      "rating": 5,
      "review": "Big thanks to Thabiso for saving the day,for your patience l couldn t have done it without you,thanks again",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xvelVqSlVkVkYxYXpWR2FHa3dNRVJTUzJ0Q2IzYxAB__Zubenathi_Zikiza.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xvelVqSlVkVkYxYXpWR2FHa3dNRVJTUzJ0Q2IzYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOlozUjJUdVF1azVGaGkwMERSS2tCb3c%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
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    },
    {
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      "source": "google",
      "name": "Tafara Zvandasara",
      "date": "2026-02-15T16:47:52+02:00",
      "rating": 5,
      "review": "The pricingofAdvanced Machinery and everything else that they sell is fair andtransparent.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21kMlNtaFRXWFoyV1ZCUmEwUlRVR1JVYWtOamRXYxAB__AM_Customer.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT21kMlNtaFRXWFoyV1ZCUmEwUlRVR1JVYWtOamRXYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOmd2SmhTWXZ2WVBRa0RTUGRUakNjdWc%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Solvent Inks",
      "subcategory_slug": "solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2toR2FHSXpOVEZUU1VGNVFWa3dUVTB3Tlc5bVJtYxAB",
      "source": "google",
      "name": "Ntombi Mahlangu",
      "date": "2026-01-22T11:35:27+02:00",
      "rating": 5,
      "review": "Honestly couldn t have asked for the best service, professionalism and all in all performance.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2toR2FHSXpOVEZUU1VGNVFWa3dUVTB3Tlc5bVJtYxAB__AM_Customer.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2toR2FHSXpOVEZUU1VGNVFWa3dUVTB3Tlc5bVJtYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOkhGaGIzNTFTSUF5QVkwTU0wNW9mRmc%7C%7C?hl=en-US",
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    },
    {
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      "source": "google",
      "name": "Bayanda Nkomo",
      "date": "2026-01-18T12:55:41+02:00",
      "rating": 5,
      "review": "Sello did a great job installing my fiber welding machine. His service was top notch.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21kSU9FdHJUM0JQU25WMWRWaENSVlZoUzJkT1dGRRAB__Bayanda_Nkomo.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT21kSU9FdHJUM0JQU25WMWRWaENSVlZoUzJkT1dGRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOmdIOEtrT3BPSnV1dVhCRVVhS2dOWFE%7C%7C?hl=en-GB",
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    },
    {
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      "source": "google",
      "name": "Kagisano Mokhosi",
      "date": "2026-01-18T12:03:31+02:00",
      "rating": 5,
      "review": "Highly praised for quality ink.They do indeed keep and sell the best tha delivers excellent print quality.",
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      "name": "James",
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      "name": "Samukelisiwe Xabela",
      "date": "2026-01-10T11:47:31+02:00",
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      "review": "Lovely, friendly chaps. All the departments worked well together to sell me the UV DTF printer. Thank you so much.",
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      "source": "google",
      "name": "Karabo Phillip",
      "date": "2026-01-08T11:44:08+02:00",
      "rating": 5,
      "review": "5 Star service",
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      "name": "Langelihle Nkosi",
      "date": "2026-01-07T11:00:18+02:00",
      "rating": 5,
      "review": "I wholeheartedly recommend this company for reasonable priced signage machinery",
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      "source": "google",
      "name": "jabu mbangula",
      "date": "2025-12-29T12:04:46+02:00",
      "rating": 5,
      "review": "A huge thank you for the great job your team did on the installation of router.",
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      "source": "google",
      "name": "Lumka Noruwana",
      "date": "2025-12-23T21:00:03+02:00",
      "rating": 5,
      "review": "I have always purchased from your store and I am very happy with the good service and leading machinery in the sign industry.Your man Walter is a very professional and nice gentleman.He explained everything I asked him about the different vinyl cutters the AM stocks.Thank you so much for taking care of me.",
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      "source": "google",
      "name": "Snazo",
      "date": "2025-12-13T11:49:21+02:00",
      "rating": 5,
      "review": "Affordable price.",
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      "source": "google",
      "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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      "source": "google",
      "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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      "source": "google",
      "name": "Thato Matsoso",
      "date": "2025-12-03T09:44:29+02:00",
      "rating": 5,
      "review": "Fungai was great  Very well mannered and such a professional. He made the installation of my printer look so easy. Happy for the best service",
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      "source": "google",
      "name": "Jason Sithole",
      "date": "2025-11-30T09:56:54+02:00",
      "rating": 5,
      "review": "Best service from AM.CO.ZA especially from Walter.keep up the good work guys",
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      "source": "google",
      "name": "khaya khumalo",
      "date": "2025-11-25T13:34:03+02:00",
      "rating": 5,
      "review": "The installation of 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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  ]
}