{
  "schema": 1,
  "dataset": "client_reviews_subcategory_pack",
  "category": "spares-consumables-materials",
  "subcategory": "Wallpaper Media",
  "subcategory_slug": "wallpaper-media",
  "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/wallpaper-media.json",
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      "title": "",
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      "subcategory_slug": "wallpaper-media"
    },
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      "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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      "title": "",
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      "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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    },
    {
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      "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.",
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      "title": "",
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    },
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      "name": "Gift Matlala",
      "date": "2026-04-12T15:28:23+02:00",
      "rating": 5,
      "review": "No words to describe how amazing the company is you can find such exceptional service and well built machinery and accessories at reasonable prices. Really impressed.",
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      "title": "",
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    },
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      "source": "google",
      "name": "Siphesihle Tebane",
      "date": "2026-04-01T14:20:38+02:00",
      "rating": 5,
      "review": "Hamilton was very professional and courteous.You have a very valuable employee",
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      "title": "",
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      "subcategory": "Wallpaper Media",
      "subcategory_slug": "wallpaper-media"
    },
    {
      "id": "katleho-best-it-to-assist-you-6253282",
      "source": "hellopeter",
      "name": "Chantel H",
      "date": "2026-03-06T12:20:52+02:00",
      "rating": 5,
      "review": "Don't know about the rest of the team but Im very happy with KATLEHO!!!\nHe even helps after hours and wont stop till the problem is fixed.\n\nWell done to you now my Machine is running 10 stars for you * * * * * * * * * *",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/hp_katleho-best-it-to-assist-you-6253282__Chantel_H.jpg",
      "link": "https://www.hellopeter.com/amcoza/reviews/katleho-best-it-to-assist-you-6253282",
      "title": "Katleho best IT to assist you",
      "category": "spares-consumables-materials",
      "subcategory": "Wallpaper Media",
      "subcategory_slug": "wallpaper-media"
    },
    {
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      "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",
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      "source": "google",
      "name": "Siphiwe Nkosi",
      "date": "2026-03-04T19:26:30+02:00",
      "rating": 5,
      "review": "Highly recommend.",
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      "name": "Lumkile Mateki",
      "date": "2026-03-04T15:57:56+02:00",
      "rating": 5,
      "review": "This is my first time doing business with you and you have shown me great customer service. Keep up the great work.",
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      "source": "google",
      "name": "Nothile Sanele",
      "date": "2026-03-04T13:34:26+02:00",
      "rating": 5,
      "review": "Thank you so much for the best service and for your highly skilled technicians.Made my purchase and installation a dream come true.",
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    },
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      "source": "google",
      "name": "Nqobile Rasegwete",
      "date": "2026-03-02T18:40:18+02:00",
      "rating": 5,
      "review": "You guys come highly recommended",
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      "review": "It seems rather impossible to put into words the excellent service that I received from Walter. Diligence, dedication and pure excellence.",
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      "name": "Nyamazane Wilson Malwane",
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      "name": "Siyabonga Maduma",
      "date": "2026-01-28T17:34:35+02:00",
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      "review": "I ve dealt with various support teams. This one from AM stands out for how kind and clear they are.",
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      "rating": 5,
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      "rating": 5,
      "review": "This company has a team of qualified technicians who assist with installations and maintaining of machines. They are always solution orientated and pleasant to work with.happy with my experience",
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      "name": "Lwazi Nkosi",
      "date": "2025-12-26T14:58:07+02:00",
      "rating": 5,
      "review": "Would definitely recommend to anyone whose looking for any sort of signage...",
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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": "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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      "source": "google",
      "name": "Lungile Hillion",
      "date": "2025-12-03T18:37:01+02:00",
      "rating": 5,
      "review": "Head right to their warehouse. You will get exactly what you are looking for very impressive.",
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      "source": "google",
      "name": "Tshepo david Magubane",
      "date": "2025-12-03T08:59:18+02:00",
      "rating": 5,
      "review": "5 out of 5. Keep up the awesome service",
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      "source": "google",
      "name": "Tshepo david Magubane",
      "date": "2025-12-03T08:57:06+02:00",
      "rating": 5,
      "review": "I was amazed at how quickly and professionally the problem from my printer was resolved. I couldn t afford to stop printing for a long time until the machine gets fixed cause I have quite a number of orders coming in. Everything was handled promptly by this efficient staff. Thank you AM.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25CS1VFNWxUR0ZxYzJzeFMwRnZiRzVoUlRWdE4xRRAB__AM_Customer.jpg",
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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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      "source": "google",
      "name": "Karabo Mvubu",
      "date": "2025-11-25T13:31:22+02:00",
      "rating": 5,
      "review": "Positive experience with this company from start to finish. Thank you Guys",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25sSVFpMUVjV042VVd0eVFVOHhUREJ5VjNSQmMwRRAB__AM_Customer.jpg",
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      "source": "google",
      "name": "Waka TV",
      "date": "2025-11-24T19:07:10+02:00",
      "rating": 5,
      "review": "This company sells the best ink at a great price.",
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      "source": "google",
      "name": "Monwabisi Elijah",
      "date": "2025-11-24T10:39:38+02:00",
      "rating": 5,
      "review": "After trying several other signage companies, I finally found the perfect fit with this one.",
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      "source": "google",
      "name": "Ian Amukelani",
      "date": "2025-11-19T14:04:14+02:00",
      "rating": 5,
      "review": "Had a problem with my AM.CO Vinyl cutter v  series 1310 not communicating with the vinylcut software. Thanks to  Mr Lethu from AM.CO tech support for quickly identifying the problem and getting the business up and running again in no time.  I highly appreciate the quick assistance  and resolution.",
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  ]
}