{
  "name": "21 brands, 210 answers — which brands did one AI model name?",
  "source": "https://arenza.ai/research/21-brands-ai-recommendations",
  "runDate": "2026-10-06",
  "model": "one AI model, one run per brand",
  "brands": 21,
  "questionsPerBrand": 10,
  "answers": 210,
  "summary": {
    "brandsNamedInZeroOfTen": 19,
    "brandsNamedInTwoOfTen": 2,
    "answersNamingBrand": 4,
    "brandsWithCompetitorNamedInstead": 6
  },
  "rows": [
    {
      "category": "Baby sleepwear",
      "brandNamed": 2,
      "competitorNamed": 0
    },
    {
      "category": "Hunting packs",
      "brandNamed": 2,
      "competitorNamed": 1
    },
    {
      "category": "Chai",
      "brandNamed": 0,
      "competitorNamed": 2
    },
    {
      "category": "Skincare",
      "brandNamed": 0,
      "competitorNamed": 2
    },
    {
      "category": "Home fragrance",
      "brandNamed": 0,
      "competitorNamed": 2
    },
    {
      "category": "Streetwear",
      "brandNamed": 0,
      "competitorNamed": 1
    },
    {
      "category": "Outdoor wool apparel",
      "brandNamed": 0,
      "competitorNamed": 1
    },
    {
      "category": "Baby care",
      "brandNamed": 0,
      "competitorNamed": 1
    },
    {
      "category": "Activewear",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Cookware",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Kids clothing",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Cashmere",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Hemp accessories",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Beauty-professional supplies",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Home goods",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Garden centre",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Golf equipment",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Pool accessories",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Seafood",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Bathroom fixtures",
      "brandNamed": 0,
      "competitorNamed": 0
    },
    {
      "category": "Electric mobility",
      "brandNamed": 0,
      "competitorNamed": 0
    }
  ]
}