{
  "metadata": {
    "canonicalUrl": "https://supaintent.com/ai-brand-index/vehicles-and-parts-vehicle-parts-and-accessories-vehicle-maintenance-care-and-decor-vehicle-repair-and-specialty-tools",
    "categoryName": "Vehicle Repair & Specialty Tools",
    "categoryPath": "Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Repair & Specialty Tools",
    "csvUrl": "https://supaintent.com/ai-brand-index/data/vehicles-and-parts-vehicle-parts-and-accessories-vehicle-maintenance-care-and-decor-vehicle-repair-and-specialty-tools.csv",
    "generatedBy": "SupaIntent AI Brand Index",
    "jsonUrl": "https://supaintent.com/ai-brand-index/data/vehicles-and-parts-vehicle-parts-and-accessories-vehicle-maintenance-care-and-decor-vehicle-repair-and-specialty-tools.json",
    "methodologyUrl": "https://supaintent.com/ai-brand-index/methodology",
    "providers": {
      "chatgpt": "ChatGPT",
      "google_ai_mode": "Google AI Mode",
      "gemini": "Gemini",
      "perplexity": "Perplexity"
    },
    "refreshDate": "2026-08-09",
    "slug": "vehicles-and-parts-vehicle-parts-and-accessories-vehicle-maintenance-care-and-decor-vehicle-repair-and-specialty-tools",
    "snapshots": [
      "2026-06-28",
      "2026-07-05",
      "2026-07-12",
      "2026-07-19",
      "2026-07-26",
      "2026-08-02",
      "2026-08-09"
    ]
  },
  "summary": {
    "brandCount": 29,
    "citedSourceCount": 33,
    "currentLeader": "Snap-on",
    "officialBrandSiteCitationShare": 43,
    "sourceMentionTotal": 56,
    "topBrandSites": [
      {
        "displayName": "Myautogms",
        "domain": "myautogms.com"
      },
      {
        "displayName": "Projen",
        "domain": "projen.com.tw"
      },
      {
        "displayName": "Autoleap",
        "domain": "autoleap.com"
      }
    ],
    "topBrands": [
      "Snap-on",
      "Matco Tools",
      "Mac Tools"
    ],
    "updateCadence": "weekly"
  },
  "findings": [
    "As of 9 August 2026, SupaIntent tracked 29 vehicle repair & specialty tools brands across buying-intent prompts on ChatGPT, Google AI Mode, Gemini and Perplexity. Snap-on appeared in the most answers overall, followed by Matco Tools and Mac Tools.",
    "Snap-on held the top position, but the ranking below it moved sharply: Bosch, SK Hand Tool and 613 Tools entered the top 10 this week, while Bosch Automotive, OTC Tools and Milwaukee Tool dropped at least three positions.",
    "No single publisher dominates. The most cited sources are Myautogms, Projen and Autoleap, which means the citation field is open.",
    "All four engines name Snap-on first, which is unusual: in most categories the engines disagree."
  ],
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    },
    {
      "brand": "Matco Tools",
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      "officialUrl": "https://www.matcotools.com",
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      "brand": "Mac Tools",
      "domain": "mactools.com",
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    },
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      "officialUrl": "https://www.gearwrench.com",
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      }
    },
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      "domain": "craftsman.com",
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      "officialUrl": "https://www.craftsman.com",
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    },
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    },
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    },
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    },
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      "officialUrl": "https://www.dewalt.com/",
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      }
    },
    {
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    },
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      }
    },
    {
      "brand": "OTC Tools",
      "domain": "otctools.com",
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    },
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      "brand": "Harbor Freight Tools",
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    },
    {
      "brand": "Astro Pneumatic Tools",
      "domain": "astrotools.com",
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    },
    {
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    },
    {
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    },
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      "brand": "SUNEX Tools",
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    }
  ],
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    },
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