{
  "market": {
    "trade": "plumbing",
    "city": "Minneapolis, MN",
    "scanned_at": "2026-09-09T19:27:06.677963+00:00",
    "rubric_version": "3.0.0",
    "pillar_weights": {
      "reputation": 0.3,
      "findability": 0.25,
      "content": 0.2,
      "trust": 0.1,
      "ai_visibility": 0.15
    },
    "truncated": true,
    "business_count": 60,
    "page": "https://mainstreetscoreboard.com/minneapolis-mn/plumbing/"
  },
  "businesses": [
    {
      "id": "ChIJqY6jX9Ixs1IRQ_zccuNn4yY",
      "url": "/minneapolis-mn/plumbing/mr-rooter-plumbing-of-the-twin-cities-north.html",
      "rank": 1,
      "name": "Mr. Rooter Plumbing of the Twin Cities North",
      "score": 94.6,
      "rating": 4.8,
      "review_count": 2422,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 90.4,
      "findability": 100.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJ_4buwDso9ocRsE_ie9Tgs3g",
      "url": "/minneapolis-mn/plumbing/cichy-s-water-sewer.html",
      "rank": 2,
      "name": "Cichy's Water & Sewer",
      "score": 94.5,
      "rating": 5,
      "review_count": 290,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 95.0,
      "findability": 100.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJ88IMrOgn9ocRMb-8gzPx70Q",
      "url": "/minneapolis-mn/plumbing/blue-yeti-hvac-plumbing-services.html",
      "rank": 3,
      "name": "Blue Yeti HVAC & Plumbing Services",
      "score": 92.1,
      "rating": 4.9,
      "review_count": 770,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 94.5,
      "findability": 75.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJgY_H-PEo9ocRe0eLHtZYwbs",
      "url": "/minneapolis-mn/plumbing/ron-the-sewer-rat.html",
      "rank": 4,
      "name": "Ron the Sewer Rat",
      "score": 91.9,
      "rating": 5,
      "review_count": 4870,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 99.8,
      "findability": 100.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJtYhYBsIys1IRtoWHyRo7_SA",
      "url": "/minneapolis-mn/plumbing/roto-rooter-plumbing-water-cleanup-ro7_sa.html",
      "rank": 5,
      "name": "Roto-Rooter Plumbing & Water Cleanup",
      "score": 90.9,
      "rating": 4.8,
      "review_count": 5862,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 90.6,
      "findability": 75.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJoz8Yo2Eys1IRhsDygO7bsto",
      "url": "/minneapolis-mn/plumbing/standard-heating-air-conditioning.html",
      "rank": 6,
      "name": "Standard Heating & Air Conditioning",
      "score": 89.8,
      "rating": 4.9,
      "review_count": 7547,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 95.2,
      "findability": 75.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJY_ln4-wTPkwRG-xJ9TsxCUk",
      "url": "/minneapolis-mn/plumbing/twin-cities-premier-plumbing.html",
      "rank": 7,
      "name": "Twin Cities Premier Plumbing",
      "score": 88.9,
      "rating": 4.9,
      "review_count": 368,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 92.2,
      "findability": 75.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJh5qRpiYh9ocRuJED1ywYPeI",
      "url": "/minneapolis-mn/plumbing/onyx-plumbing-gas.html",
      "rank": 8,
      "name": "ONYX PLUMBING & GAS",
      "score": 86.3,
      "rating": 5,
      "review_count": 128,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 88.4,
      "findability": 75.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJybUzVwcD9ocRKzQuTLZaJA4",
      "url": "/minneapolis-mn/plumbing/paul-bunyan-plumbing-drains.html",
      "rank": 9,
      "name": "Paul Bunyan Plumbing & Drains",
      "score": 85.8,
      "rating": 4.9,
      "review_count": 7273,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 95.2,
      "findability": 75.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJeTEOjxIo9ocR7YcXQHcqSOg",
      "url": "/minneapolis-mn/plumbing/soderlin-plumbing-heating-air-conditioning.html",
      "rank": 10,
      "name": "Soderlin Plumbing, Heating & Air Conditioning",
      "score": 84.4,
      "rating": 4.7,
      "review_count": 300,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 82.1,
      "findability": 75.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJQ4_UV1Uh9ocRpTlvrEKGsq8",
      "url": "/minneapolis-mn/plumbing/bedrock-plumbing-drain-cleaning.html",
      "rank": 11,
      "name": "Bedrock Plumbing & Drain Cleaning",
      "score": 81.4,
      "rating": 4.9,
      "review_count": 489,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 93.9,
      "findability": 75.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJ-ZmXWAc5s1IRm42XOHAX2rs",
      "url": "/minneapolis-mn/plumbing/modern-plumbing-heating.html",
      "rank": 12,
      "name": "Modern Plumbing & Heating",
      "score": 80.7,
      "rating": 5,
      "review_count": 104,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 86.4,
      "findability": 75.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJtXrLfTYl9ocRxnIsmNb1KdQ",
      "url": "/minneapolis-mn/plumbing/roto-rooter-plumbing-water-cleanup-nb1kdq.html",
      "rank": 13,
      "name": "Roto-Rooter Plumbing & Water Cleanup",
      "score": 80.6,
      "rating": 4.8,
      "review_count": 1791,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 90.4,
      "findability": 50.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJZ0h-48Q5s1IRI0c9pZx1WMU",
      "url": "/minneapolis-mn/plumbing/randy-s-electric-plumbing.html",
      "rank": 14,
      "name": "Randy's Electric & Plumbing",
      "score": 79.7,
      "rating": 4.8,
      "review_count": 6303,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 90.6,
      "findability": 50.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJk3ZIPEYt9ocRg65aPEJVpzk",
      "url": "/minneapolis-mn/plumbing/champion-plumbing.html",
      "rank": 15,
      "name": "Champion Plumbing",
      "score": 79.5,
      "rating": 4.9,
      "review_count": 2924,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 95.1,
      "findability": 50.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJjUg0_3LUslIRhZYaxYIye6M",
      "url": "/minneapolis-mn/plumbing/mcquillan-home-services-llc.html",
      "rank": 16,
      "name": "McQuillan Home Services LLC.",
      "score": 76.9,
      "rating": 4.6,
      "review_count": 5495,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 81.3,
      "findability": 50.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJwQHpAsIts1IRN3t-K6uz1zA",
      "url": "/minneapolis-mn/plumbing/gopher-sewer-and-drain.html",
      "rank": 17,
      "name": "Gopher Sewer and Drain",
      "score": 74.1,
      "rating": 4.9,
      "review_count": 850,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 94.6,
      "findability": 75.0,
      "content": 60.0,
      "trust": 0.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJt9d2qVgvs1IR4uoSjvM4tPY",
      "url": "/minneapolis-mn/plumbing/piperight-plumbing-inc.html",
      "rank": 18,
      "name": "PipeRight Plumbing, Inc.",
      "score": 73.8,
      "rating": 4.5,
      "review_count": 64,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 63.5,
      "findability": 75.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJUy9VtXsp9ocRDbRoHcg3-WU",
      "url": "/minneapolis-mn/plumbing/hurlburt-heating-plumbing.html",
      "rank": 19,
      "name": "Hurlburt Heating & Plumbing",
      "score": 73.4,
      "rating": 5,
      "review_count": 540,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 98.7,
      "findability": 25.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJAyX2ySYf9ocRH4KNwd9X3c8",
      "url": "/minneapolis-mn/plumbing/bws-plumbing-heating-air-conditioning.html",
      "rank": 20,
      "name": "BWS Plumbing, Heating & Air Conditioning",
      "score": 71.6,
      "rating": 4.8,
      "review_count": 1875,
      "website_reachable": true,
      "blocks_ai_crawlers": [
        "GPTBot",
        "ClaudeBot"
      ],
      "blocks_ai_opt_out_tokens": [
        "Google-Extended",
        "Applebot-Extended"
      ],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 90.4,
      "findability": 75.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 25.0
    },
    {
      "id": "ChIJ4fBFyiVsPiwRbznAcQFkYMg",
      "url": "/minneapolis-mn/plumbing/minneapolis-plumbers.html",
      "rank": 21,
      "name": "Minneapolis Plumbers",
      "score": 70.5,
      "rating": 5,
      "review_count": 7,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 52.4,
      "findability": 75.0,
      "content": 80.0,
      "trust": 50.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJez2x4Pkvs1IRwxUbKPTQhBs",
      "url": "/minneapolis-mn/plumbing/the-pleasant-plumber-inc.html",
      "rank": 22,
      "name": "The Pleasant Plumber Inc.",
      "score": 69.8,
      "rating": 5,
      "review_count": 54,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 79.2,
      "findability": 50.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJK5MUmsb_jUIR3obmtnSOhd0",
      "url": "/minneapolis-mn/plumbing/clearwater-farmington-plumbing-heating-and-cooling.html",
      "rank": 23,
      "name": "Clearwater Farmington Plumbing Heating and Cooling",
      "score": 67.5,
      "rating": 5,
      "review_count": 30,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 71.6,
      "findability": 50.0,
      "content": 80.0,
      "trust": 50.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJ0VJEkaIVs1IRJuFYNyPL4t8",
      "url": "/minneapolis-mn/plumbing/fish-plumbing-utilities.html",
      "rank": 24,
      "name": "Fish Plumbing & Utilities",
      "score": 66.9,
      "rating": 4.5,
      "review_count": 143,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 68.9,
      "findability": 25.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJSZcD8Ygn9ocRmEpjxPcPADQ",
      "url": "/minneapolis-mn/plumbing/norblom-plumbing.html",
      "rank": 25,
      "name": "Norblom Plumbing",
      "score": 66.8,
      "rating": 4.3,
      "review_count": 150,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 61.0,
      "findability": 50.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJF6yE17zTslIR5HvpACfBI14",
      "url": "/minneapolis-mn/plumbing/gray-duck-plumbing.html",
      "rank": 26,
      "name": "Gray Duck Plumbing",
      "score": 64.8,
      "rating": 4.8,
      "review_count": 220,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 84.4,
      "findability": 50.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJ__9vmmQp9ocRJBO1CVS2qrY",
      "url": "/minneapolis-mn/plumbing/focus-plumbing-services-llc.html",
      "rank": 27,
      "name": "Focus Plumbing Services, LLC",
      "score": 63.0,
      "rating": 5,
      "review_count": 25,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 69.1,
      "findability": 25.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJGWqN_bQp9ocRWD-_v1QI9GM",
      "url": "/minneapolis-mn/plumbing/the-sewer-dude-sewer-and-drain-cleaning.html",
      "rank": 28,
      "name": "The Sewer Dude Sewer and Drain Cleaning",
      "score": 62.0,
      "rating": 5,
      "review_count": 58,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 80.1,
      "findability": 50.0,
      "content": 40.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJvdj3Vxwxs1IR-F0gRWBe1OM",
      "url": "/minneapolis-mn/plumbing/sabastian-and-sons-plumbing-service-llc.html",
      "rank": 29,
      "name": "Sabastian and Sons Plumbing Service LLC",
      "score": 61.2,
      "rating": 4.6,
      "review_count": 115,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 71.5,
      "findability": 25.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJVVVVVWXW94cRArzMWtH8ycE",
      "url": "/minneapolis-mn/plumbing/jake-the-plumber.html",
      "rank": 30,
      "name": "Jake The Plumber",
      "score": 61.2,
      "rating": 4.6,
      "review_count": 126,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 72.2,
      "findability": 50.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJUW5Djmsm9ocRKC7nUxmbPII",
      "url": "/minneapolis-mn/plumbing/aqua-city-plumbing.html",
      "rank": 31,
      "name": "Aqua City Plumbing",
      "score": 61.1,
      "rating": 4.3,
      "review_count": 26,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 51.2,
      "findability": 75.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJU2g1H-Im9ocRz7rhlnWuJOI",
      "url": "/minneapolis-mn/plumbing/athena-care-plumbing.html",
      "rank": 32,
      "name": "Athena Care Plumbing",
      "score": 57.9,
      "rating": 4.7,
      "review_count": 83,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 72.9,
      "findability": 50.0,
      "content": 80.0,
      "trust": 0.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJc3KTaRA1s1IR5rHqZVy28ws",
      "url": "/minneapolis-mn/plumbing/sweet-plumbing.html",
      "rank": 33,
      "name": "Sweet Plumbing",
      "score": 57.0,
      "rating": 5,
      "review_count": 82,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 84.0,
      "findability": 25.0,
      "content": 40.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJqdYmehVDACgRmKoyFNe1Mx4",
      "url": "/minneapolis-mn/plumbing/loch-monster-plumbing-llc.html",
      "rank": 34,
      "name": "Loch Monster Plumbing LLC",
      "score": 56.7,
      "rating": 4.7,
      "review_count": 64,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 70.6,
      "findability": 50.0,
      "content": 40.0,
      "trust": 100.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJH20ju4Mxs1IR6vuN19ts1jE",
      "url": "/minneapolis-mn/plumbing/service-star-plumbing.html",
      "rank": 35,
      "name": "Service Star Plumbing",
      "score": 56.2,
      "rating": 4.8,
      "review_count": 799,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 90.0,
      "findability": 25.0,
      "content": 40.0,
      "trust": 100.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJ3ea1iM8p9ocRT3MMF-r-1d4",
      "url": "/minneapolis-mn/plumbing/minneapolis-suburban-sewer-and-water.html",
      "rank": 36,
      "name": "Minneapolis & Suburban Sewer and Water",
      "score": 55.7,
      "rating": 4.9,
      "review_count": 53,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 75.6,
      "findability": 50.0,
      "content": 40.0,
      "trust": 50.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJ2-YLVqjbGwsRhZ9y7_eeV1Y",
      "url": "/minneapolis-mn/plumbing/pipe-daddy-plumbing.html",
      "rank": 37,
      "name": "Pipe Daddy Plumbing",
      "score": 54.9,
      "rating": 5,
      "review_count": 33,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 72.9,
      "findability": 50.0,
      "content": 40.0,
      "trust": 50.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJfcueACso9ocR2-iYA_TNVV0",
      "url": "/minneapolis-mn/plumbing/barr-web-industries.html",
      "rank": 38,
      "name": "Barr Web Industries",
      "score": 52.3,
      "rating": 5,
      "review_count": 93,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 85.3,
      "findability": 25.0,
      "content": 40.0,
      "trust": 50.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJOUBA-9s1s1IRQGwr9_Mzaoc",
      "url": "/minneapolis-mn/plumbing/weld-sons-plumbing.html",
      "rank": 39,
      "name": "Weld & Sons Plumbing",
      "score": 51.7,
      "rating": 4.8,
      "review_count": 302,
      "website_reachable": true,
      "blocks_ai_crawlers": [
        "GPTBot",
        "ClaudeBot"
      ],
      "blocks_ai_opt_out_tokens": [
        "Google-Extended",
        "Applebot-Extended"
      ],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 86.5,
      "findability": 25.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 16.7
    },
    {
      "id": "ChIJKeFgw0A0s1IRs3rkQwRGMTk",
      "url": "/minneapolis-mn/plumbing/mark-s-plumbing-service-repair.html",
      "rank": 40,
      "name": "Mark's Plumbing Service & Repair",
      "score": 46.2,
      "rating": 4.8,
      "review_count": 208,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 84.0,
      "findability": 50.0,
      "content": 40.0,
      "trust": 50.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJ2xbxqZwm9ocR3JcvKZ3ctTU",
      "url": "/minneapolis-mn/plumbing/southtown-plumbing-inc.html",
      "rank": 41,
      "name": "Southtown Plumbing inc.",
      "score": 44.3,
      "rating": 4.4,
      "review_count": 25,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 53.6,
      "findability": 25.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJcTHtTYUm9ocRDOu1xp0hAkY",
      "url": "/minneapolis-mn/plumbing/voda-plumbing-inc.html",
      "rank": 42,
      "name": "Voda Plumbing Inc.",
      "score": 44.0,
      "rating": 5,
      "review_count": 34,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 73.3,
      "findability": 50.0,
      "content": 20.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJhSL71gEzs1IRPFj0QpBjj1k",
      "url": "/minneapolis-mn/plumbing/twin-city-drain.html",
      "rank": 43,
      "name": "Twin City Drain",
      "score": 39.7,
      "rating": 5,
      "review_count": 75,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 83.0,
      "findability": 25.0,
      "content": 40.0,
      "trust": 100.0,
      "ai_visibility": 16.7
    },
    {
      "id": "ChIJEcILxqUl9ocRx4keeUDNCeo",
      "url": "/minneapolis-mn/plumbing/richfield-plumbing-co.html",
      "rank": 44,
      "name": "Richfield Plumbing Co.",
      "score": 32.2,
      "rating": 3.9,
      "review_count": 43,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 41.4,
      "findability": 25.0,
      "content": 40.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJY7WqNIAMs1IRNxoxVZQSQDI",
      "url": "/minneapolis-mn/plumbing/mh-plumbing.html",
      "rank": 45,
      "name": "MH Plumbing",
      "score": 23.3,
      "rating": 4.8,
      "review_count": 26,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 64.4,
      "findability": 50.0,
      "content": 40.0,
      "trust": 0.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJv72WcpMzs1IRiJvPvP8eSpw",
      "url": "/minneapolis-mn/plumbing/trioz-minneapolis-plumbers-drain-clean-co.html",
      "rank": 46,
      "name": "Trioz Minneapolis Plumbers & Drain Clean Co.",
      "score": 19.2,
      "rating": 4.8,
      "review_count": 25,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 63.9,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJXShQuE81s1IROk-R9Uo5HfM",
      "url": "/minneapolis-mn/plumbing/homepro-plumbing.html",
      "rank": 47,
      "name": "HomePro Plumbing",
      "score": 19.1,
      "rating": 5,
      "review_count": 17,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 63.8,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJHUuXW4o1s1IR_l0StYQYLx8",
      "url": "/minneapolis-mn/plumbing/able-plumbing.html",
      "rank": 48,
      "name": "Able Plumbing",
      "score": 19.0,
      "rating": 4.6,
      "review_count": 14,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 53.4,
      "findability": 0.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJNeedrSots1IRytPvom0qtnE",
      "url": "/minneapolis-mn/plumbing/erik-nelson-plumbing-llc.html",
      "rank": 49,
      "name": "Erik Nelson Plumbing LLC",
      "score": 16.4,
      "rating": 4.9,
      "review_count": 227,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 88.9,
      "findability": 25.0,
      "content": 60.0,
      "trust": 0.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJHY0gu9u7xU8RYYTnrzQthXY",
      "url": "/minneapolis-mn/plumbing/o-boys-plumbing-furnace-ac-repair-zqthxy.html",
      "rank": 50,
      "name": "O'Boys Plumbing, Furnace & AC Repair",
      "score": 16.3,
      "rating": 4.9,
      "review_count": 655,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 94.4,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJqeimDP0n9ocR5z33V9B6kbw",
      "url": "/minneapolis-mn/plumbing/o-boys-plumbing-furnace-ac-repair-9b6kbw.html",
      "rank": 51,
      "name": "O'Boys Plumbing, Furnace & AC Repair",
      "score": 15.4,
      "rating": 5,
      "review_count": 183,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 91.5,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJER4osp86s1IR8g6ONkGZgRc",
      "url": "/minneapolis-mn/plumbing/plumb-right.html",
      "rank": 52,
      "name": "Plumb Right",
      "score": 15.0,
      "rating": 4.8,
      "review_count": 929,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 90.1,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJ____v5kys1IRuJB9kyvDTeU",
      "url": "/minneapolis-mn/plumbing/bob-the-plumber.html",
      "rank": 53,
      "name": "Bob the Plumber",
      "score": 14.5,
      "rating": 4.1,
      "review_count": 48,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 48.2,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJWQBQtR8ys1IRJ_h-nhV5emY",
      "url": "/minneapolis-mn/plumbing/barnes-plumbing-co-inc.html",
      "rank": 54,
      "name": "Barnes Plumbing Co, Inc.",
      "score": 14.5,
      "rating": 4.3,
      "review_count": 16,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 48.4,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJUVFoioAvs1IR2ulfmzXSho4",
      "url": "/minneapolis-mn/plumbing/northern-plumbing-softening.html",
      "rank": 55,
      "name": "Northern Plumbing & Softening",
      "score": 12.7,
      "rating": 4.9,
      "review_count": 100,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 82.2,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJ-eIzWAhSdooRoqfW3FCml5Y",
      "url": "/minneapolis-mn/plumbing/skyview-plumbing-llc.html",
      "rank": 56,
      "name": "SKYVIEW PLUMBING LLC",
      "score": 9.7,
      "rating": 5,
      "review_count": 71,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 82.4,
      "findability": 0.0,
      "content": 20.0,
      "trust": 0.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJi-AawMkp9ocRyJAxRjRrGgc",
      "url": "/minneapolis-mn/plumbing/stillwater-plumbing.html",
      "rank": 57,
      "name": "Stillwater Plumbing",
      "score": 6.0,
      "rating": 5,
      "review_count": 13,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 60.1,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJAc7jgLunEw4RtX0SnQJQGBY",
      "url": "/minneapolis-mn/plumbing/quick-minneapolis-plumber.html",
      "rank": 58,
      "name": "Quick Minneapolis Plumber",
      "score": 4.6,
      "rating": 5,
      "review_count": 14,
      "website_reachable": true,
      "blocks_ai_crawlers": [
        "GPTBot",
        "ClaudeBot"
      ],
      "blocks_ai_opt_out_tokens": [
        "Google-Extended",
        "Applebot-Extended"
      ],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 61.1,
      "findability": 25.0,
      "content": 20.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJ_0H0ELQf9ocRHZNt5tKU-Qs",
      "url": "/minneapolis-mn/plumbing/highview-plumbing-inc.html",
      "rank": 59,
      "name": "Highview Plumbing Inc",
      "score": 0.0,
      "rating": 4.9,
      "review_count": 34,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 70.4,
      "findability": 25.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJ3fCxRwgbiS0RSj9GMQSakPA",
      "url": "/minneapolis-mn/plumbing/northern-lights-plumbing.html",
      "rank": 60,
      "name": "Northern Lights Plumbing",
      "score": 0.0,
      "rating": 5,
      "review_count": 32,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 72.5,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 16.7
    }
  ]
}