{
  "market": {
    "trade": "plumbing",
    "city": "Washington, DC",
    "scanned_at": "2026-09-09T18:38:34.402586+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/washington-dc/plumbing/"
  },
  "businesses": [
    {
      "id": "ChIJ2-VCsz4vtokRJrHuon9Ck5k",
      "url": "/washington-dc/plumbing/moco-plumbing-llc.html",
      "rank": 1,
      "name": "MoCo Plumbing, LLC",
      "score": 90.9,
      "rating": 5,
      "review_count": 548,
      "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": 75.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJvdTBkQe2t4kRDRiVTLVfazA",
      "url": "/washington-dc/plumbing/roto-rooter-plumbing-water-cleanup.html",
      "rank": 2,
      "name": "Roto-Rooter Plumbing & Water Cleanup",
      "score": 87.0,
      "rating": 4.7,
      "review_count": 2953,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 85.8,
      "findability": 75.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJD_dDK99B5WARXWY1AKL0f-w",
      "url": "/washington-dc/plumbing/district-capital-services-llc.html",
      "rank": 3,
      "name": "District Capital Services LLC",
      "score": 86.4,
      "rating": 5,
      "review_count": 348,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 96.2,
      "findability": 100.0,
      "content": 100.0,
      "trust": 50.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJAQAwq3PHt4kRSRt7ceUQIkk",
      "url": "/washington-dc/plumbing/brian-b-quick-plumbing.html",
      "rank": 4,
      "name": "Brian B. Quick Plumbing",
      "score": 78.1,
      "rating": 4.8,
      "review_count": 1936,
      "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": 83.3
    },
    {
      "id": "ChIJm_HBDFxNtokRx_QOeFa0Ilw",
      "url": "/washington-dc/plumbing/pioneer-plumbers.html",
      "rank": 5,
      "name": "Pioneer Plumbers",
      "score": 78.1,
      "rating": 5,
      "review_count": 266,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 94.4,
      "findability": 75.0,
      "content": 80.0,
      "trust": 50.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJdZ8664XNt4kRwWk5KzmxZPk",
      "url": "/washington-dc/plumbing/vito-services.html",
      "rank": 6,
      "name": "Vito Services",
      "score": 76.7,
      "rating": 4.7,
      "review_count": 1512,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 85.7,
      "findability": 50.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJ66DXz7u3t4kRkRC6kR08AyY",
      "url": "/washington-dc/plumbing/spartan-plumbing-heating-and-air-conditioning.html",
      "rank": 7,
      "name": "Spartan Plumbing, Heating and Air Conditioning",
      "score": 76.0,
      "rating": 4,
      "review_count": 216,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 50.1,
      "findability": 100.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJy5J-LhLHt4kRGbS67nl3GEQ",
      "url": "/washington-dc/plumbing/john-c-flood-nl3geq.html",
      "rank": 8,
      "name": "John C. Flood",
      "score": 75.6,
      "rating": 4.8,
      "review_count": 484,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 89.4,
      "findability": 25.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJLZs5hHPNt4kRg6u6OUzh7r8",
      "url": "/washington-dc/plumbing/service-force-plumbing.html",
      "rank": 9,
      "name": "Service Force Plumbing",
      "score": 74.6,
      "rating": 4.9,
      "review_count": 721,
      "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": 25.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJefhrA7C3t4kRKBre5XMj15A",
      "url": "/washington-dc/plumbing/jimmy-gusky-heating-air-llc.html",
      "rank": 10,
      "name": "Jimmy Gusky Heating & Air LLC",
      "score": 74.6,
      "rating": 4.3,
      "review_count": 253,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 63.7,
      "findability": 100.0,
      "content": 40.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJ_WXJ76-5t4kRnRUZTewF4bc",
      "url": "/washington-dc/plumbing/fry-plumbing-heating-and-air-conditioning-corp.html",
      "rank": 11,
      "name": "Fry Plumbing, Heating And Air Conditioning Corp.",
      "score": 73.1,
      "rating": 4.8,
      "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": 78.6,
      "findability": 50.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 100.0
    },
    {
      "id": "ChIJ4_SUHTHPt4kRfn9WvLCSy_I",
      "url": "/washington-dc/plumbing/tim-whistler-plumbing-gas-fitting-hvac-and-electrical.html",
      "rank": 12,
      "name": "Tim Whistler Plumbing, Gas Fitting, HVAC, and Electrical",
      "score": 71.7,
      "rating": 4.7,
      "review_count": 322,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 82.5,
      "findability": 50.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJm42mLMXHt4kRBZ2v5fKZVbs",
      "url": "/washington-dc/plumbing/magnolia-plumbing-heating-cooling.html",
      "rank": 13,
      "name": "Magnolia Plumbing, Heating & Cooling",
      "score": 70.3,
      "rating": 4.4,
      "review_count": 1518,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 71.9,
      "findability": 25.0,
      "content": 100.0,
      "trust": 100.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJzzyB2-S3t4kRhCj2W4YbJvM",
      "url": "/washington-dc/plumbing/atlantic-plumbing.html",
      "rank": 14,
      "name": "Atlantic Plumbing",
      "score": 68.2,
      "rating": 4.6,
      "review_count": 167,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 74.1,
      "findability": 50.0,
      "content": 80.0,
      "trust": 50.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJlSaAJMzFt4kRcSNAURsvcHY",
      "url": "/washington-dc/plumbing/day-and-night-plumber.html",
      "rank": 15,
      "name": "Day and Night Plumber",
      "score": 67.3,
      "rating": 4.7,
      "review_count": 68,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 71.1,
      "findability": 50.0,
      "content": 80.0,
      "trust": 50.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJCZ4y98K3t4kRQt17lxhjWOY",
      "url": "/washington-dc/plumbing/haynes-plumbing.html",
      "rank": 16,
      "name": "Haynes Plumbing",
      "score": 67.1,
      "rating": 4.8,
      "review_count": 200,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 83.7,
      "findability": 50.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJq6qqqlawt4kR_kmBLreFyQo",
      "url": "/washington-dc/plumbing/john-c-flood-refyqo.html",
      "rank": 17,
      "name": "John C. Flood",
      "score": 66.9,
      "rating": 4.8,
      "review_count": 5683,
      "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": 25.0,
      "content": 80.0,
      "trust": 50.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJUdhSNbUlJWkRG-NJJ4MJE1I",
      "url": "/washington-dc/plumbing/the-honest-plumbing-drain-service-near-washington-dc.html",
      "rank": 18,
      "name": "The Honest Plumbing & Drain Service near Washington, DC",
      "score": 66.4,
      "rating": 4.9,
      "review_count": 45,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 73.8,
      "findability": 75.0,
      "content": 40.0,
      "trust": 50.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJ55H3Mrm3t4kRtxR21jlz0xw",
      "url": "/washington-dc/plumbing/dc-handyman-remodeling.html",
      "rank": 19,
      "name": "DC Handyman - Remodeling",
      "score": 65.5,
      "rating": 4.3,
      "review_count": 67,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 56.6,
      "findability": 50.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJoZsUr2_Ht4kRGcxO3hX6YZk",
      "url": "/washington-dc/plumbing/dc-metro-plumbing-heating.html",
      "rank": 20,
      "name": "DC Metro Plumbing & Heating",
      "score": 62.2,
      "rating": 5,
      "review_count": 22,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 67.4,
      "findability": 50.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 83.3
    },
    {
      "id": "ChIJCwuRADy5t4kRZwxPVwyjIQg",
      "url": "/washington-dc/plumbing/remodel-washington-dc.html",
      "rank": 21,
      "name": "Remodel Washington DC",
      "score": 61.5,
      "rating": 4.9,
      "review_count": 166,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 86.5,
      "findability": 50.0,
      "content": 40.0,
      "trust": 50.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJmUlOKRvIt4kRjfehC9bG9dY",
      "url": "/washington-dc/plumbing/plumber-in-dc.html",
      "rank": 22,
      "name": "Plumber In DC",
      "score": 60.5,
      "rating": 4.3,
      "review_count": 37,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 53.3,
      "findability": 50.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJTxptLSmxS00RjPNUEqa80Rg",
      "url": "/washington-dc/plumbing/medert-services-llc.html",
      "rank": 23,
      "name": "Medert Services LLC",
      "score": 59.3,
      "rating": 4.7,
      "review_count": 39,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 65.9,
      "findability": 50.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJwV7_uPPrt4kR_ub79QlAy1I",
      "url": "/washington-dc/plumbing/haynes-plumbing-heating-inc.html",
      "rank": 24,
      "name": "Haynes Plumbing & Heating Inc",
      "score": 58.5,
      "rating": 4.3,
      "review_count": 44,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 54.2,
      "findability": 25.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJZcRjeIfPt4kRZ4lTa7cXESg",
      "url": "/washington-dc/plumbing/sky-plumbing.html",
      "rank": 25,
      "name": "Sky Plumbing",
      "score": 56.8,
      "rating": 4.9,
      "review_count": 176,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 87.0,
      "findability": 25.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJwbR3LQs3tokRuQQey8I93MM",
      "url": "/washington-dc/plumbing/mjw-plumbing-company.html",
      "rank": 26,
      "name": "MJW Plumbing Company",
      "score": 56.7,
      "rating": 4.9,
      "review_count": 68,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 78.3,
      "findability": 25.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJ448IM3fHt4kRwJIwZY4Pu_o",
      "url": "/washington-dc/plumbing/ferguson-plumbing-supply.html",
      "rank": 27,
      "name": "Ferguson Plumbing Supply",
      "score": 56.0,
      "rating": 4.2,
      "review_count": 88,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 54.3,
      "findability": 25.0,
      "content": 80.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJGTqSPYO2t4kR77VQh4dcx-Q",
      "url": "/washington-dc/plumbing/all-plumbing-inc-4dcx-q.html",
      "rank": 28,
      "name": "All Plumbing Inc.",
      "score": 55.1,
      "rating": 4.2,
      "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": 56.1,
      "findability": 25.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJT-wavxws-y8RHrm2gLHBH7k",
      "url": "/washington-dc/plumbing/tech-water-damage-restoration-of-washington-dc.html",
      "rank": 29,
      "name": "Tech Water Damage Restoration of Washington DC",
      "score": 54.1,
      "rating": 5,
      "review_count": 5,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 48.8,
      "findability": 50.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJ4QqUPYO2t4kRoPOGbfok3w4",
      "url": "/washington-dc/plumbing/all-plumbing-inc-fok3w4.html",
      "rank": 30,
      "name": "All Plumbing Inc",
      "score": 53.4,
      "rating": 4.2,
      "review_count": 39,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 50.5,
      "findability": 25.0,
      "content": 60.0,
      "trust": 100.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJuQsHjuq3t4kRmMxBcbPopBk",
      "url": "/washington-dc/plumbing/capitol-handyman.html",
      "rank": 31,
      "name": "Capitol Handyman",
      "score": 53.2,
      "rating": 4.6,
      "review_count": 45,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 64.1,
      "findability": 50.0,
      "content": 20.0,
      "trust": 100.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJh1sLkgu4t4kRuoFU4McbubM",
      "url": "/washington-dc/plumbing/w-s-jenks-son.html",
      "rank": 32,
      "name": "W.S. Jenks & Son",
      "score": 51.4,
      "rating": 4.8,
      "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": 84.6,
      "findability": 0.0,
      "content": 80.0,
      "trust": 50.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJQbWNvRfIt4kR6YOsGGVpuKY",
      "url": "/washington-dc/plumbing/dh-stevens-plumbing-co.html",
      "rank": 33,
      "name": "DH Stevens Plumbing Co",
      "score": 50.0,
      "rating": 4.1,
      "review_count": 48,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 48.2,
      "findability": 50.0,
      "content": 40.0,
      "trust": 50.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJl3WtA_C3t4kRYq8Vmvfv6Sw",
      "url": "/washington-dc/plumbing/landmark-s-atlantic-plumbing-cinema.html",
      "rank": 34,
      "name": "Landmark's Atlantic Plumbing Cinema",
      "score": 48.5,
      "rating": 4.6,
      "review_count": 1021,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 81.0,
      "findability": 25.0,
      "content": 40.0,
      "trust": 50.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJpchpDPmcHGwRGQCOAfTrdd8",
      "url": "/washington-dc/plumbing/vero-maintenance.html",
      "rank": 35,
      "name": "Vero Maintenance",
      "score": 47.2,
      "rating": 5,
      "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": 84.1,
      "findability": 0.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJX6cMSCtNtokRRYgSLeDUGsI",
      "url": "/washington-dc/plumbing/abe-s-plumbing.html",
      "rank": 36,
      "name": "Abe's Plumbing",
      "score": 44.3,
      "rating": 4.8,
      "review_count": 124,
      "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": 25.0,
      "content": 20.0,
      "trust": 50.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJq6ruENS3t4kR7ez3rmGcw4I",
      "url": "/washington-dc/plumbing/sigma-plumbing-mechanical-contractors-llc.html",
      "rank": 37,
      "name": "Sigma Plumbing Mechanical Contractors LLC",
      "score": 36.3,
      "rating": 5,
      "review_count": 1,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 37.8,
      "findability": 50.0,
      "content": 60.0,
      "trust": 50.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJNSa60S24t4kRI1wIhUptMZI",
      "url": "/washington-dc/plumbing/noaman-son-construction-llc.html",
      "rank": 38,
      "name": "Noaman & Son Construction LLC",
      "score": 32.3,
      "rating": 5,
      "review_count": 59,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 80.3,
      "findability": 25.0,
      "content": 20.0,
      "trust": 0.0,
      "ai_visibility": 66.7
    },
    {
      "id": "ChIJF7Lwq4x2Oy4R9Aug9pgStX8",
      "url": "/washington-dc/plumbing/r-plumber.html",
      "rank": 39,
      "name": "R Plumber",
      "score": 29.0,
      "rating": 4.9,
      "review_count": 31,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 69.2,
      "findability": 25.0,
      "content": 20.0,
      "trust": 50.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJTZrju_e3t4kR2bK2lJJG3KI",
      "url": "/washington-dc/plumbing/teruel-the-best-handyman-inc.html",
      "rank": 40,
      "name": "Teruel The best handyman INC",
      "score": 24.8,
      "rating": 4.9,
      "review_count": 50,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 75.0,
      "findability": 75.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJH1MXSLeSG2oRT2g_FXCoIkQ",
      "url": "/washington-dc/plumbing/aspen-hill-plumbing-llc.html",
      "rank": 41,
      "name": "Aspen Hill Plumbing LLC",
      "score": 23.3,
      "rating": 5,
      "review_count": 21,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 66.7,
      "findability": 25.0,
      "content": 20.0,
      "trust": 0.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJY1nB9tmtt4kRIqFYbCyc3TM",
      "url": "/washington-dc/plumbing/belle-view-plumbing-llc.html",
      "rank": 42,
      "name": "Belle View Plumbing LLC",
      "score": 16.0,
      "rating": 4.5,
      "review_count": 56,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 62.5,
      "findability": 25.0,
      "content": 0.0,
      "trust": 100.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJuYT-hHEb2QoR5qQGXjZ9YKI",
      "url": "/washington-dc/plumbing/washington-dc-plumber.html",
      "rank": 43,
      "name": "Washington DC Plumber",
      "score": 15.7,
      "rating": 5,
      "review_count": 7,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 52.4,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJC1-yy5fJt4kRbp-2QBSoRNw",
      "url": "/washington-dc/plumbing/1-dmv-plumbing.html",
      "rank": 44,
      "name": "#1 DMV Plumbing",
      "score": 15.4,
      "rating": 4.2,
      "review_count": 46,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 51.2,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJL1mYxBLHt4kRqQwHHp4ZRtA",
      "url": "/washington-dc/plumbing/nelson-plumbing-and-construction-llc.html",
      "rank": 45,
      "name": "Nelson Plumbing and Construction, LLC",
      "score": 14.5,
      "rating": 4.8,
      "review_count": 6,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 48.5,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJX7nlfFzHt4kR_ya7StvPXVg",
      "url": "/washington-dc/plumbing/jd-plumbing-of-dc.html",
      "rank": 46,
      "name": "JD plumbing of DC",
      "score": 14.0,
      "rating": 5,
      "review_count": 4,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 46.7,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJs8_V-te5t4kRX_E2yoJm4b0",
      "url": "/washington-dc/plumbing/grayton-plumbing.html",
      "rank": 47,
      "name": "Grayton Plumbing",
      "score": 14.0,
      "rating": 5,
      "review_count": 4,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 46.7,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJUZ7nVmnmxqsRPLk_38cYk4Y",
      "url": "/washington-dc/plumbing/dj-s-plumbing-and-electrical-services.html",
      "rank": 48,
      "name": "DJ's Plumbing and Electrical Services",
      "score": 12.1,
      "rating": 4.8,
      "review_count": 126,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 80.2,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJNUFSdne4t4kRpFzrgGDxiyo",
      "url": "/washington-dc/plumbing/a-h-jordan-plumbing-mechanical.html",
      "rank": 49,
      "name": "A H Jordan Plumbing & Mechanical",
      "score": 6.3,
      "rating": 5,
      "review_count": 3,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 44.2,
      "findability": 0.0,
      "content": 60.0,
      "trust": 0.0,
      "ai_visibility": 33.3
    },
    {
      "id": "ChIJ8x3saEm2t4kRstA1zKpHOg8",
      "url": "/washington-dc/plumbing/w-t-weaver-sons-inc.html",
      "rank": 50,
      "name": "W.T. Weaver & Sons Inc.",
      "score": 5.1,
      "rating": 4.6,
      "review_count": 21,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 57.1,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJq6qr7-W3t4kRvX0w_VO1kTE",
      "url": "/washington-dc/plumbing/iconic-plumbing-llc.html",
      "rank": 51,
      "name": "Iconic Plumbing Llc",
      "score": 4.4,
      "rating": 3,
      "review_count": 2,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 32.9,
      "findability": 0.0,
      "content": 20.0,
      "trust": 0.0,
      "ai_visibility": 16.7
    },
    {
      "id": "ChIJEU9MoRW4t4kRlD3IKLCX9Dg",
      "url": "/washington-dc/plumbing/plumb-right-plumbing.html",
      "rank": 52,
      "name": "Plumb Right Plumbing",
      "score": 3.1,
      "rating": 4.3,
      "review_count": 23,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 50.5,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJ_94SpP61t4kRCFq_ltUVU0Y",
      "url": "/washington-dc/plumbing/h-d-johnson.html",
      "rank": 53,
      "name": "H.D. Johnson",
      "score": 0.4,
      "rating": 3.9,
      "review_count": 45,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 41.5,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJZwP22om3t4kRkxS3rFmFc8k",
      "url": "/washington-dc/plumbing/ace-handyman-services-washington-dc.html",
      "rank": 54,
      "name": "Ace Handyman Services Washington DC",
      "score": 0.0,
      "rating": 4.7,
      "review_count": 22,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 60.0,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 16.7
    },
    {
      "id": "ChIJY39NpITHt4kR4MTRG9SpSBM",
      "url": "/washington-dc/plumbing/community-plumbing-heating.html",
      "rank": 55,
      "name": "Community Plumbing & Heating",
      "score": 0.0,
      "rating": 4.8,
      "review_count": 4,
      "website_reachable": true,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 45.1,
      "findability": 25.0,
      "content": 40.0,
      "trust": 0.0,
      "ai_visibility": 50.0
    },
    {
      "id": "ChIJdavBtUi2t4kRpV6Hhd22vrg",
      "url": "/washington-dc/plumbing/waterworks.html",
      "rank": 56,
      "name": "Waterworks",
      "score": 0.0,
      "rating": 3.4,
      "review_count": 5,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 33.8,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJI3WmYoPIt4kR3pkZsRxyM9M",
      "url": "/washington-dc/plumbing/w-l-gary-company-inc.html",
      "rank": 57,
      "name": "W. L. Gary Company, Inc.",
      "score": 0.0,
      "rating": 3.3,
      "review_count": 12,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 29.3,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJRc8R2yW5t4kR2n2u4gSNlv0",
      "url": "/washington-dc/plumbing/dr-leaks-leak-detection-mold-remediation-washington-dc.html",
      "rank": 58,
      "name": "Dr. Leaks - Leak Detection & Mold Remediation Washington DC",
      "score": 0.0,
      "rating": 3.9,
      "review_count": 11,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 39.7,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJc89sf0bwY6IRKLVx4wdiDAg",
      "url": "/washington-dc/plumbing/pipeworks-plumbing-drain-service-near-washington-dc.html",
      "rank": 59,
      "name": "Pipeworks Plumbing & Drain Service near Washington, DC",
      "score": 0.0,
      "rating": "",
      "review_count": 0,
      "website_reachable": true,
      "blocks_ai_crawlers": [
        "GPTBot",
        "OAI-SearchBot",
        "ClaudeBot",
        "PerplexityBot"
      ],
      "blocks_ai_opt_out_tokens": [
        "Google-Extended",
        "Applebot-Extended"
      ],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 0.0,
      "findability": 0.0,
      "content": 40.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    },
    {
      "id": "ChIJPb_js3BLHwAREZDiblvMbPg",
      "url": "/washington-dc/plumbing/steve-miller-plumbing-heating.html",
      "rank": 60,
      "name": "Steve Miller Plumbing & Heating",
      "score": 0.0,
      "rating": "",
      "review_count": 0,
      "website_reachable": false,
      "blocks_ai_crawlers": [],
      "blocks_ai_opt_out_tokens": [],
      "related_host": "",
      "related_host_blocks": [],
      "related_host_opt_out_tokens": [],
      "reputation": 0.0,
      "findability": 0.0,
      "content": 0.0,
      "trust": 0.0,
      "ai_visibility": 0.0
    }
  ]
}