{
  "schema": 1,
  "dataset": "client_reviews_subcategory_pack",
  "category": "services-training-software",
  "subcategory": "Repairs and Maintenance",
  "subcategory_slug": "repairs-and-maintenance",
  "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/repairs-and-maintenance.json",
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      "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": "",
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      "subcategory_slug": "repairs-and-maintenance"
    },
    {
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      "source": "google",
      "name": "ndumiiso masiina",
      "date": "2026-09-27T11:14:19+02:00",
      "rating": 5,
      "review": "Nice new branch. You guys made it very easy for us Durbanites to come in and view the machines. Also, very happy with the demo from last week. You have been such a pleasure to deal with.",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xCNmNUbEpYelZGZVRsYVp6QTRNbDlyYkZRNWNuYxAB!2m1!1s0x0:0xc979ab34f88a04ca!3m1!1s2@1:CAIQACodChtycF9oOlB6cTlJXzVFeTlaZzA4Ml9rbFQ5cnc%7C%7C?hl=en-GB",
      "title": "",
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    },
    {
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      "source": "google",
      "name": "Eunice Leponisa",
      "date": "2026-08-23T09:52:02+02:00",
      "rating": 5,
      "review": "The quality of Machinery sold by this company is excellent,very often the company has managed to deliver the required service under tight time frames.",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xBdFVqVmpNVkF0UVZsSVVTMUtXbWRRY3pGV1RIYxAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOlAtUjVjMVAtQVlIUS1KWmdQczFWTHc%7C%7C?hl=en-GB",
      "title": "",
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    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT21wSGJYQkhRalF5TFZsRk1GTlRXazl4U1U5Sk1HYxAB",
      "source": "google",
      "name": "Yacoob Moola",
      "date": "2026-08-09T09:54:12+02:00",
      "rating": 5,
      "review": "Helpful staff",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21wSGJYQkhRalF5TFZsRk1GTlRXazl4U1U5Sk1HYxAB__Yacoob_Moola.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT21wSGJYQkhRalF5TFZsRk1GTlRXazl4U1U5Sk1HYxAB!2m1!1s0x0:0xc979ab34f88a04ca!3m1!1s2@1:CAIQACodChtycF9oOmpHbXBHQjQyLVlFMFNTWk9xSU9JMGc%7C%7C?hl=en-GB",
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    },
    {
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      "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",
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      "source": "google",
      "name": "Mpho Sondezi",
      "date": "2026-07-26T14:51:35+02:00",
      "rating": 5,
      "review": "Thank you Cavin for the flawless installation of My CNC Router and training me on how to use the machine. you re a start.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT21OUWEwVTRORjlpTXpsck9XbDJSRlJDYVRKUFZrRRAB__Mpho_Sondezi.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT21OUWEwVTRORjlpTXpsck9XbDJSRlJDYVRKUFZrRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOmNQa0U4NF9iMzlrOWl2RFRCaTJPVkE%7C%7C?hl=en-GB",
      "title": "",
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    },
    {
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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": "",
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    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT2paa2NXUkJUVkJDTVZZdE5EUTBNbmhtWDFOdlYzYxAB",
      "source": "google",
      "name": "Keahile Makhalemele",
      "date": "2026-04-01T14:25:12+02:00",
      "rating": 5,
      "review": "Amazing efficient service from Katlego.It s refreshing to see a hardworking gentleman in these times.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2paa2NXUkJUVkJDTVZZdE5EUTBNbmhtWDFOdlYzYxAB__Keahile_Makhalemele.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2paa2NXUkJUVkJDTVZZdE5EUTBNbmhtWDFOdlYzYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOjZkcWRBTVBCMVYtNDQ0MnhmX1NvV3c%7C%7C?hl=en-US",
      "title": "",
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    },
    {
      "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": "",
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    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT25wNlduZElXbEZzUzJoUE0xZE1Ta1pNWlVKQlJIYxAB",
      "source": "google",
      "name": "Nqobile Rasegwete",
      "date": "2026-03-02T18:40:18+02:00",
      "rating": 5,
      "review": "You guys come highly recommended",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT25wNlduZElXbEZzUzJoUE0xZE1Ta1pNWlVKQlJIYxAB__Nqobile_Rasegwete.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT25wNlduZElXbEZzUzJoUE0xZE1Ta1pNWlVKQlJIYxAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOnp6WndIWlFsS2hPM1dMSkZMZUJBRHc%7C%7C?hl=en-GB",
      "title": "",
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    },
    {
      "id": "Ci9DQUlRQUNvZENodHljRjlvT205R1gxZ3pUVlp4YjFOUllVOWhhV2xvWWw5YU9HYxAB",
      "source": "google",
      "name": "Lydia Nhoni",
      "date": "2026-02-28T15:54:15+02:00",
      "rating": 5,
      "review": "It seems rather impossible to put into words the excellent service that I received from Walter. Diligence, dedication and pure excellence.",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT205R1gxZ3pUVlp4YjFOUllVOWhhV2xvWWw5YU9HYxAB__Lydia_Nhoni.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT205R1gxZ3pUVlp4YjFOUllVOWhhV2xvWWw5YU9HYxAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOm9GX1gzTVZxb1NRYU9haWloYl9aOGc%7C%7C?hl=en-US",
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    },
    {
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      "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",
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      "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",
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      "source": "google",
      "name": "Naledi Khouphe",
      "date": "2026-01-21T06:51:39+02:00",
      "rating": 5,
      "review": "Prompt and efficient",
      "picture": "https://8i.co.za/guide/amcoza/reviews/list/pics/Ci9DQUlRQUNvZENodHljRjlvT2xsVGFtRkxkMHh4UTBsRVZHSkxUVkJLVVZaeVNsRRAB__AM_Customer.jpg",
      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2xsVGFtRkxkMHh4UTBsRVZHSkxUVkJLVVZaeVNsRRAB!2m1!1s0x0:0xc0d45d55cc30bb9b!3m1!1s2@1:CAIQACodChtycF9oOllTamFLd0xxQ0lEVGJLTVBKUVZySlE%7C%7C?hl=en-US",
      "title": "",
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    },
    {
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      "source": "google",
      "name": "Maksotso Ndala",
      "date": "2026-01-17T19:02:06+02:00",
      "rating": 5,
      "review": "Excellent consultation by the owner who explained to us what exactly it is that we needed, he walked us through various demos and helped us with the purchase of what I deem is the best DTF printer. We were certainly in good Hands.",
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      "link": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sCi9DQUlRQUNvZENodHljRjlvT2pSaGRXbDZTa1pvUXpNNWNWZEVkWGxrUjJNdFQxRRAB!2m1!1s0x0:0x4a49d45d01f7eb05!3m1!1s2@1:CAIQACodChtycF9oOjRhdWl6SkZoQzM5cVdEdXlkR2MtT1E%7C%7C?hl=en-GB",
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      "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",
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      "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.",
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