{
  "schema": 1,
  "dataset": "client_reviews_subcategory_pack",
  "category": "spares-consumables-materials",
  "subcategory": "Eco-Solvent Inks",
  "subcategory_slug": "eco-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/eco-solvent-inks.json",
  "reviews": [
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      "source": "google",
      "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": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2s5MGIybDZXRXRJVGxoUVF6ZDVRM3BSZVVodk9YYxAB",
      "source": "google",
      "name": "Mpumelelo Simelane",
      "date": "2026-10-04T18:22:46+02:00",
      "rating": 5,
      "review": "Amazing DFT Printer @ Advanced Machinery.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2s5MGIybDZXRXRJVGxoUVF6ZDVRM3BSZVVodk9YYxAB__Mpumelelo_Simelane.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2s5MGIybDZXRXRJVGxoUVF6ZDVRM3BSZVVodk9YYxAB!2m1!1s0x0:0xc979ab34f88a04ca!3m1!1s2@1:CAIQACodChtycF9oOk90b2l6WEtITlhQQzd5Q3pReUhvOXc%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT25oNVNpMDRTRmd5TlhOT2VXRlJRVFZZYmpkTlRVRRAB",
      "source": "google",
      "name": "Brenda Sikhosana",
      "date": "2026-10-03T14:31:05+02:00",
      "rating": 5,
      "review": "Best printers in town.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25oNVNpMDRTRmd5TlhOT2VXRlJRVFZZYmpkTlRVRRAB__Brenda_Sikhosana.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25oNVNpMDRTRmd5TlhOT2VXRlJRVFZZYmpkTlRVRRAB!2m1!1s0x0:0xc979ab34f88a04ca!3m1!1s2@1:CAIQACodChtycF9oOnh5Si04SFgyNXNOeWFRQTVYbjdNTUE%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT25KTk9WZ3RiM1F3VURad1VtOXhhR1JFVkVVdFFrRRAB",
      "source": "google",
      "name": "Lorraine Nkosi",
      "date": "2026-09-28T10:54:18+02:00",
      "rating": 5,
      "review": "A great company with outstretched support.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25KTk9WZ3RiM1F3VURad1VtOXhhR1JFVkVVdFFrRRAB__Lorraine_Nkosi.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25KTk9WZ3RiM1F3VURad1VtOXhhR1JFVkVVdFFrRRAB!2m1!1s0x0:0xc979ab34f88a04ca!3m1!1s2@1:CAIQACodChtycF9oOnJNOVgtb3QwUDZwUm9xaGREVEUtQkE%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
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      "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.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21aTFZXMVBZemxVWDI1VWIyTk9SV2xaWHpKV1ZrRRAB__Thami_Simphiwe.jpg",
      "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": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT20wMWFUbEdSVFZKWTBOalN6aFdVVjl2ZFVkS01FRRAB",
      "source": "google",
      "name": "Locadia Kimbini",
      "date": "2026-07-10T14:37:40+02:00",
      "rating": 5,
      "review": "Our machine was not connected well And one of the crew from the company named  Thabiso  helped us through all the process and he was very patient it was a very good and successful job well done      and they responded very fast within minutes",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT20wMWFUbEdSVFZKWTBOalN6aFdVVjl2ZFVkS01FRRAB__Locadia_Kimbini.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT20wMWFUbEdSVFZKWTBOalN6aFdVVjl2ZFVkS01FRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOm01aTlGRTVJY0NjSzhWUV9vdUdKMEE%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2s1WFJuaHJZMEo1ZWtOVlJscEZXRGhOUjFNeE9XYxAB",
      "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",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2s1WFJuaHJZMEo1ZWtOVlJscEZXRGhOUjFNeE9XYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOk5XRnhrY0J5ekNVRlpFWDhNR1MxOWc%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "awsome-service-and-great-support-6349237",
      "source": "hellopeter",
      "name": "Peter",
      "date": "2026-04-29T10:50:32+02:00",
      "rating": 5,
      "review": "Hi all i would just luke to tell you guys about my hero kutullo i had problems after i changed to a new pc this guy is like a geni im telling you he knows how to deal with bad customers i should know i am one of them \nHe is so cool and calm the oppist of me \nBut he always manage to assist us . Evene when i lost my **** he is still prepaired to assist \nHe always helps and trust me that is alot from us \nI think he needs a pay bump and a bonus he is just amazing \nI hope this gets to his boss april \nYou rock my man thank you for all yoyr help",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/hp_awsome-service-and-great-support-6349237__Peter.jpg",
      "link": "https://www.hellopeter.com/amcoza/reviews/awsome-service-and-great-support-6349237",
      "title": "Awsome service and great support",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "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",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xCaldUZEhiMnBNYVVZMUxXMVNlRFJHTkcxWVExRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOlBjWTdHb2pMaUY1LW1SeDRGNG1YQ1E%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT20xck4ydGtVM1Y0V2tJd2JERmZlSEJJZVZscmFuYxAB",
      "source": "google",
      "name": "Samkelo Ndlela",
      "date": "2026-04-12T12:32:44+02:00",
      "rating": 5,
      "review": "5 stars  At last a company that does what it says it will do and does it well.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT20xck4ydGtVM1Y0V2tJd2JERmZlSEJJZVZscmFuYxAB__Samkelo_Ndlela.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT20xck4ydGtVM1Y0V2tJd2JERmZlSEJJZVZscmFuYxAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOm1rN2tkU3V4WkIwbDFfeHBIeVlranc%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2s5aU5XVTNkamxqYzJaNFVYQlJUalUyWVhCTGFWRRAB",
      "source": "google",
      "name": "Keahile Makhalemele",
      "date": "2026-04-01T14:27:22+02:00",
      "rating": 5,
      "review": "Lethu assisted me over the phone to identify a possible issue.I am so happy and grateful for the best professional troubleshooting.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2s5aU5XVTNkamxqYzJaNFVYQlJUalUyWVhCTGFWRRAB__Keahile_Makhalemele.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2s5aU5XVTNkamxqYzJaNFVYQlJUalUyWVhCTGFWRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOk9iNWU3djljc2Z4UXBRTjU2YXBLaVE%7C%7C?hl=en-GB",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
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      "source": "google",
      "name": "Khayalethu Mtshali",
      "date": "2026-03-03T14:11:13+02:00",
      "rating": 5,
      "review": "Walter is one of your best technicians. He is an  asset to your company and we will buy from your company again based on his great customer service.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2pocU5GWkxibVpZU1RkUVJIVmlXRzlwTkdnNWRIYxAB__Khayalethu_Mtshali.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2pocU5GWkxibVpZU1RkUVJIVmlXRzlwTkdnNWRIYxAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOjhqNFZLbmZYSTdQRHViWG9pNGg5dHc%7C%7C?hl=en-GB",
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    },
    {
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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.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xGU1dGbzNWMDVSTUhwcE1HUktSRlZRTVhwalMwRRAB__Keabetsoe_Zulu.jpg",
      "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",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2sxc1dYWmlNVFJCUTNaVU0zbGxMVlZrYjBKZmJFRRAB",
      "source": "google",
      "name": "Thinavhuyo Mudimeli",
      "date": "2026-01-31T11:04:08+02:00",
      "rating": 5,
      "review": "Great service from Sello and Zivai.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2sxc1dYWmlNVFJCUTNaVU0zbGxMVlZrYjBKZmJFRRAB__AM_Customer.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2sxc1dYWmlNVFJCUTNaVU0zbGxMVlZrYjBKZmJFRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOk1sWXZiMTRBQ3ZUM3llLVVkb0JfbEE%7C%7C?hl=en-US",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT21kSU9FdHJUM0JQU25WMWRWaENSVlZoUzJkT1dGRRAB",
      "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",
      "title": "",
      "category": "spares-consumables-materials",
      "subcategory": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-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": "Eco-Solvent Inks",
      "subcategory_slug": "eco-solvent-inks"
    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2xnMFowcHBWMFpUVGxsbGVqSXdVRGR5WTIxYU4zYxAB",
      "source": "google",
      "name": "Thando Lindo",
      "date": "2026-01-15T18:30:11+02:00",
      "rating": 5,
      "review": "What an awesome experience from Advanced Machinery. Got to their warehouse and left with my new vinyl cutting machine. Everything was processed quickly and professionally. I m so happy about this.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xnMFowcHBWMFpUVGxsbGVqSXdVRGR5WTIxYU4zYxAB__AM_Customer.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xnMFowcHBWMFpUVGxsbGVqSXdVRGR5WTIxYU4zYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOlg0Z0ppV0ZTTlllejIwUDdyY21aN3c%7C%7C?hl=en-US",
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      "name": "Langelihle Nkosi",
      "date": "2026-01-07T11:06:16+02:00",
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      "review": "I had repairs done on CNC router by Walter. He did such a clean job.My machine is in good working order again.",
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      "name": "Nantu",
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      "rating": 5,
      "review": "Here to leave a glowing review for the stellar job that Hamilton did on my DTF printing.",
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      "name": "Karabo Mokate",
      "date": "2025-12-23T21:08:44+02:00",
      "rating": 5,
      "review": "You have a loyal customer in me.",
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      "name": "Sgqe Bongza",
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      "rating": 5,
      "review": "Very impressed with my technician Hamilton and the work that he did on my CNC Router.",
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      "name": "Nokwanda Rahlano",
      "date": "2025-12-13T21:20:55+02:00",
      "rating": 5,
      "review": "Great service efficient communication and a very easy way to get a personalization business up and running.",
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      "name": "Jo-anne Viljoen",
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      "rating": 5,
      "review": "Always willing to help doesn t matter what time it is. Excellent service",
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      "name": "Siphiwe Mbotini",
      "date": "2025-12-03T18:21:31+02:00",
      "rating": 5,
      "review": "Delivery from Buythis came very quickly. I m so happy cause I already have my early Christmas gift.",
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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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      "name": "nobuhle mahlangu",
      "date": "2025-11-28T10:13:30+02:00",
      "rating": 5,
      "review": "Walter thank you for a great job done on my printer. He also went the extra mile of checking out fixing things on my machine. I can t thank him enough.",
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      "source": "google",
      "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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}