{
  "metadata": {
    "canonicalUrl": "https://supaintent.com/ai-brand-index/home-and-garden-lawn-and-garden-outdoor-power-equipment-lawn-vacuums",
    "categoryName": "Lawn Vacuums",
    "categoryPath": "Home & Garden > Lawn & Garden > Outdoor Power Equipment > Lawn Vacuums",
    "csvUrl": "https://supaintent.com/ai-brand-index/data/home-and-garden-lawn-and-garden-outdoor-power-equipment-lawn-vacuums.csv",
    "generatedBy": "SupaIntent AI Brand Index",
    "jsonUrl": "https://supaintent.com/ai-brand-index/data/home-and-garden-lawn-and-garden-outdoor-power-equipment-lawn-vacuums.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": "home-and-garden-lawn-and-garden-outdoor-power-equipment-lawn-vacuums",
    "snapshots": [
      "2026-06-28",
      "2026-07-05",
      "2026-07-12",
      "2026-07-19",
      "2026-07-26",
      "2026-08-02",
      "2026-08-09"
    ]
  },
  "summary": {
    "brandCount": 17,
    "citedSourceCount": 21,
    "currentLeader": "Toro",
    "officialBrandSiteCitationShare": 27,
    "sourceMentionTotal": 49,
    "topBrandSites": [
      {
        "displayName": "Goodhousekeeping",
        "domain": "goodhousekeeping.com"
      },
      {
        "displayName": "Bobvila",
        "domain": "bobvila.com"
      },
      {
        "displayName": "Familyhandyman",
        "domain": "familyhandyman.com"
      }
    ],
    "topBrands": [
      "Toro",
      "Worx",
      "Billy Goat"
    ],
    "updateCadence": "weekly"
  },
  "findings": [
    "As of 9 August 2026, SupaIntent tracked 17 lawn vacuums brands across buying-intent prompts on ChatGPT, Google AI Mode, Gemini and Perplexity. Toro appeared in the most answers overall, followed by Worx and Billy Goat.",
    "Toro held the top position, but the ranking below it moved sharply: Troy-Bilt entered the top 10 this week, while Craftsman, Little Wonder, Ryobi and Cyclone Rake dropped at least three positions.",
    "No single publisher dominates. The most cited sources are Goodhousekeeping, Bobvila and Familyhandyman, which means the citation field is open.",
    "The engines disagree on the leader. ChatGPT, Gemini and Perplexity name Toro first and Google AI Mode names Cyclone Rake, which does not appear in the top five of any other engine."
  ],
  "ranking": [
    {
      "brand": "Toro",
      "domain": "toro.com",
      "isNew": false,
      "movement": 0,
      "officialUrl": "https://www.toro.com/en-us/lawn-care/lawn-vacuum",
      "position": 1,
      "previousPosition": 1,
      "providerPositions": {
        "chatgpt": 1,
        "google_ai_mode": 4,
        "gemini": 1,
        "perplexity": 1
      }
    },
    {
      "brand": "Worx",
      "domain": "worx.com",
      "isNew": false,
      "movement": 0,
      "officialUrl": "https://www.worx.com",
      "position": 2,
      "previousPosition": 2,
      "providerPositions": {
        "chatgpt": 2,
        "google_ai_mode": 5,
        "gemini": 2,
        "perplexity": 2
      }
    },
    {
      "brand": "Billy Goat",
      "domain": "billygoat.com",
      "isNew": false,
      "movement": 10,
      "officialUrl": "https://www.billygoat.com",
      "position": 3,
      "previousPosition": 13,
      "providerPositions": {
        "chatgpt": 5,
        "google_ai_mode": 2,
        "gemini": 6,
        "perplexity": null
      }
    },
    {
      "brand": "Stihl",
      "domain": "stihlusa.com",
      "isNew": false,
      "movement": 2,
      "officialUrl": "https://www.stihlusa.com",
      "position": 4,
      "previousPosition": 6,
      "providerPositions": {
        "chatgpt": 3,
        "google_ai_mode": 7,
        "gemini": 3,
        "perplexity": null
      }
    },
    {
      "brand": "Greenworks",
      "domain": "greenworks.com",
      "isNew": false,
      "movement": 0,
      "officialUrl": "https://www.greenworks.com",
      "position": 5,
      "previousPosition": 5,
      "providerPositions": {
        "chatgpt": 8,
        "google_ai_mode": 9,
        "gemini": null,
        "perplexity": 3
      }
    },
    {
      "brand": "Agri-Fab",
      "domain": "agrifab.com",
      "isNew": false,
      "movement": -2,
      "officialUrl": "https://www.agrifab.com",
      "position": 6,
      "previousPosition": 4,
      "providerPositions": {
        "chatgpt": 6,
        "google_ai_mode": 6,
        "gemini": 9,
        "perplexity": null
      }
    },
    {
      "brand": "Husqvarna",
      "domain": "husqvarna.com",
      "isNew": false,
      "movement": 1,
      "officialUrl": "https://www.husqvarna.com",
      "position": 7,
      "previousPosition": 8,
      "providerPositions": {
        "chatgpt": 4,
        "google_ai_mode": 10,
        "gemini": 7,
        "perplexity": null
      }
    },
    {
      "brand": "DR Power Equipment",
      "domain": "drpower.com",
      "isNew": false,
      "movement": 4,
      "officialUrl": "https://www.drpower.com",
      "position": 8,
      "previousPosition": 12,
      "providerPositions": {
        "chatgpt": 7,
        "google_ai_mode": 3,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Troy-Bilt",
      "domain": "troybilt.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.troybilt.com",
      "position": 9,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": 10,
        "google_ai_mode": null,
        "gemini": 8,
        "perplexity": 4
      }
    },
    {
      "brand": "Ryobi",
      "domain": "ryobitools.com",
      "isNew": false,
      "movement": -3,
      "officialUrl": "https://www.ryobitools.com",
      "position": 10,
      "previousPosition": 7,
      "providerPositions": {
        "chatgpt": 9,
        "google_ai_mode": null,
        "gemini": 5,
        "perplexity": 8
      }
    },
    {
      "brand": "Craftsman",
      "domain": "craftsman.com",
      "isNew": false,
      "movement": -8,
      "officialUrl": "https://www.craftsman.com",
      "position": 11,
      "previousPosition": 3,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 8,
        "gemini": 4,
        "perplexity": null
      }
    },
    {
      "brand": "Cyclone Rake",
      "domain": "cyclonerake.com",
      "isNew": false,
      "movement": -3,
      "officialUrl": "https://cyclonerake.com",
      "position": 12,
      "previousPosition": 9,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": 1,
        "gemini": null,
        "perplexity": null
      }
    },
    {
      "brand": "Sun Joe",
      "domain": "sunjoe.com",
      "isNew": false,
      "movement": 2,
      "officialUrl": "https://www.sunjoe.com",
      "position": 13,
      "previousPosition": 15,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 5
      }
    },
    {
      "brand": "Huber",
      "domain": "huber.com",
      "isNew": true,
      "movement": null,
      "officialUrl": "https://www.huber.com",
      "position": 14,
      "previousPosition": 0,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 6
      }
    },
    {
      "brand": "Ego Power+",
      "domain": "egoppowerplus.com",
      "isNew": false,
      "movement": 1,
      "officialUrl": "https://egoppowerplus.com",
      "position": 15,
      "previousPosition": 16,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 7
      }
    },
    {
      "brand": "Little Wonder",
      "domain": "littlewonder.com",
      "isNew": false,
      "movement": -6,
      "officialUrl": "https://www.littlewonder.com",
      "position": 16,
      "previousPosition": 10,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": 10,
        "perplexity": null
      }
    },
    {
      "brand": "Makita",
      "domain": "makitatools.com",
      "isNew": false,
      "movement": 0,
      "officialUrl": "https://www.makitatools.com",
      "position": 17,
      "previousPosition": 17,
      "providerPositions": {
        "chatgpt": null,
        "google_ai_mode": null,
        "gemini": null,
        "perplexity": 9
      }
    }
  ],
  "sources": [
    {
      "displayName": "Goodhousekeeping",
      "domain": "goodhousekeeping.com",
      "mentions": 8,
      "official": false,
      "position": 1
    },
    {
      "displayName": "Bobvila",
      "domain": "bobvila.com",
      "mentions": 7,
      "official": false,
      "position": 2
    },
    {
      "displayName": "Familyhandyman",
      "domain": "familyhandyman.com",
      "mentions": 7,
      "official": false,
      "position": 3
    },
    {
      "displayName": "Bhg",
      "domain": "bhg.com",
      "mentions": 5,
      "official": false,
      "position": 4
    },
    {
      "displayName": "Drpower",
      "domain": "drpower.com",
      "mentions": 2,
      "official": true,
      "position": 5
    },
    {
      "displayName": "Lawnstarter",
      "domain": "lawnstarter.com",
      "mentions": 2,
      "official": false,
      "position": 6
    },
    {
      "displayName": "Lowes",
      "domain": "lowes.com",
      "mentions": 2,
      "official": false,
      "position": 7
    },
    {
      "displayName": "Reddit",
      "domain": "reddit.com",
      "mentions": 2,
      "official": false,
      "position": 8
    },
    {
      "displayName": "Toro",
      "domain": "toro.com",
      "mentions": 2,
      "official": true,
      "position": 9
    },
    {
      "displayName": "Agri Fab",
      "domain": "agri-fab.com",
      "mentions": 1,
      "official": false,
      "position": 10
    },
    {
      "displayName": "Cyclonerake",
      "domain": "cyclonerake.com",
      "mentions": 1,
      "official": true,
      "position": 11
    },
    {
      "displayName": "Egoppowerplus",
      "domain": "egoppowerplus.com",
      "mentions": 1,
      "official": true,
      "position": 12
    },
    {
      "displayName": "Greenworks",
      "domain": "greenworks.com",
      "mentions": 1,
      "official": true,
      "position": 13
    },
    {
      "displayName": "Huber",
      "domain": "huber.com",
      "mentions": 1,
      "official": true,
      "position": 14
    },
    {
      "displayName": "Makitatools",
      "domain": "makitatools.com",
      "mentions": 1,
      "official": true,
      "position": 15
    },
    {
      "displayName": "Ryobitools",
      "domain": "ryobitools.com",
      "mentions": 1,
      "official": true,
      "position": 16
    },
    {
      "displayName": "Sunjoe",
      "domain": "sunjoe.com",
      "mentions": 1,
      "official": true,
      "position": 17
    },
    {
      "displayName": "Thespruce",
      "domain": "thespruce.com",
      "mentions": 1,
      "official": false,
      "position": 18
    },
    {
      "displayName": "Troybilt",
      "domain": "troybilt.com",
      "mentions": 1,
      "official": true,
      "position": 19
    },
    {
      "displayName": "Worx",
      "domain": "worx.com",
      "mentions": 1,
      "official": true,
      "position": 20
    },
    {
      "displayName": "YouTube",
      "domain": "youtube.com",
      "mentions": 1,
      "official": false,
      "position": 21
    }
  ],
  "history": [
    {
      "brandKey": "toro",
      "position": 2,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "toro",
      "position": 1,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "toro",
      "position": 2,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "toro",
      "position": 1,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "toro",
      "position": 1,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "toro",
      "position": 1,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "toro",
      "position": 1,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "worx",
      "position": 1,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "worx",
      "position": 2,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "worx",
      "position": 3,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "worx",
      "position": 3,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "worx",
      "position": 2,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "worx",
      "position": 2,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "worx",
      "position": 2,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "billy-goat",
      "position": 5,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "billy-goat",
      "position": 3,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "billy-goat",
      "position": 4,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "billy-goat",
      "position": 2,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "billy-goat",
      "position": 3,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "billy-goat",
      "position": 13,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "billy-goat",
      "position": 3,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "stihl",
      "position": 7,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "stihl",
      "position": 7,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "stihl",
      "position": 17,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "stihl",
      "position": 10,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "stihl",
      "position": 7,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "stihl",
      "position": 6,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "stihl",
      "position": 4,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "greenworks",
      "position": 3,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "greenworks",
      "position": 5,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "greenworks",
      "position": 9,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "greenworks",
      "position": 9,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "greenworks",
      "position": 4,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "greenworks",
      "position": 5,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "greenworks",
      "position": 5,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "agri-fab",
      "position": 4,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "agri-fab",
      "position": 6,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "husqvarna",
      "position": 8,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "husqvarna",
      "position": 8,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "husqvarna",
      "position": 12,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "husqvarna",
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      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "husqvarna",
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      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "husqvarna",
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      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "husqvarna",
      "position": 7,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "dr-power-equipment",
      "position": 15,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "dr-power-equipment",
      "position": 6,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "dr-power-equipment",
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    },
    {
      "brandKey": "dr-power-equipment",
      "position": 4,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "dr-power-equipment",
      "position": 8,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "dr-power-equipment",
      "position": 12,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "dr-power-equipment",
      "position": 8,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "troy-bilt",
      "position": 9,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "ryobi",
      "position": 4,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "ryobi",
      "position": 4,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "ryobi",
      "position": 14,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "ryobi",
      "position": 16,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "ryobi",
      "position": 6,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "ryobi",
      "position": 7,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "ryobi",
      "position": 10,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "craftsman",
      "position": 6,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "craftsman",
      "position": 10,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "craftsman",
      "position": 5,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "craftsman",
      "position": 5,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "craftsman",
      "position": 9,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "craftsman",
      "position": 3,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "craftsman",
      "position": 11,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "cyclone-rake",
      "position": 9,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "cyclone-rake",
      "position": 12,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "sun-joe",
      "position": 11,
      "snapshotDate": "2026-06-28"
    },
    {
      "brandKey": "sun-joe",
      "position": 12,
      "snapshotDate": "2026-07-05"
    },
    {
      "brandKey": "sun-joe",
      "position": 10,
      "snapshotDate": "2026-07-12"
    },
    {
      "brandKey": "sun-joe",
      "position": 18,
      "snapshotDate": "2026-07-19"
    },
    {
      "brandKey": "sun-joe",
      "position": 13,
      "snapshotDate": "2026-07-26"
    },
    {
      "brandKey": "sun-joe",
      "position": 15,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "sun-joe",
      "position": 13,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "huber",
      "position": 14,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "ego-power",
      "position": 16,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "ego-power",
      "position": 15,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "little-wonder",
      "position": 10,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "little-wonder",
      "position": 16,
      "snapshotDate": "2026-08-09"
    },
    {
      "brandKey": "makita",
      "position": 17,
      "snapshotDate": "2026-08-02"
    },
    {
      "brandKey": "makita",
      "position": 17,
      "snapshotDate": "2026-08-09"
    }
  ]
}