{
  "captureDate": "2026-10-17T20:49:41.208Z",
  "study": {
    "slug": "hvac-saturday-hours-maps",
    "question": "On a Saturday afternoon, how many of the HVAC contractors in Google's Maps top 20 list themselves as open 24 hours, how many list Saturday hours at all, where the contractors closed for the Saturday sit on the list compared with the ones open at the moment of the search, whether a 24-hour listing holds the top three once review volume and chains are accounted for, and how many reviews a listing at each position carries, in large metros and in small cities.",
    "lane": "maps",
    "belief": "HVAC contractors are told that emergency availability wins the map pack: set the Google Business Profile to Open 24 hours, answer on weekends, because a furnace or air conditioner fails on a Saturday and Google favors the listing that is open when the homeowner searches. A contractor that keeps weekday hours is assumed to be handing the weekend to the 24-hour listings, and the top three on a Saturday are assumed to be the ones that never close.",
    "benchmark": "An owner searches hvac repair plus their city on a Saturday, reads the hours line under each of the twenty listings, counts how many say Open 24 hours, how many are open at that moment and how many are closed for the day, notes where the closed ones sit, and compares their own hours and review count against the listings at each position for a market their size.",
    "sample": {
      "queryTemplate": "hvac repair {market}",
      "topN": 20,
      "markets": [
        "Indianapolis, Indiana",
        "Columbus, Ohio",
        "Charlotte, North Carolina",
        "Nashville, Tennessee",
        "Atlanta, Georgia",
        "Houston, Texas",
        "Chicago, Illinois",
        "Tampa, Florida",
        "Detroit, Michigan",
        "Milwaukee, Wisconsin",
        "St. Louis, Missouri",
        "Bowling Green, Kentucky",
        "Johnson City, Tennessee",
        "Rochester, Minnesota",
        "Sioux City, Iowa",
        "Valdosta, Georgia",
        "Wausau, Wisconsin",
        "Abilene, Texas",
        "Lawton, Oklahoma",
        "Bismarck, North Dakota",
        "Florence, South Carolina",
        "Dothan, Alabama"
      ],
      "strata": {
        "largeMetro": [
          "Indianapolis, Indiana",
          "Columbus, Ohio",
          "Charlotte, North Carolina",
          "Nashville, Tennessee",
          "Atlanta, Georgia",
          "Houston, Texas",
          "Chicago, Illinois",
          "Tampa, Florida",
          "Detroit, Michigan",
          "Milwaukee, Wisconsin",
          "St. Louis, Missouri"
        ],
        "smallCity": [
          "Bowling Green, Kentucky",
          "Johnson City, Tennessee",
          "Rochester, Minnesota",
          "Sioux City, Iowa",
          "Valdosta, Georgia",
          "Wausau, Wisconsin",
          "Abilene, Texas",
          "Lawton, Oklahoma",
          "Bismarck, North Dakota",
          "Florence, South Carolina",
          "Dothan, Alabama"
        ]
      }
    },
    "measureSites": false,
    "measure": {
      "nameServiceWords": "hvac|heating|cooling|air\\w*|a\\/c|ac|comfort\\w*|climate|mechanical\\w*|refrigerat\\w*|furnace"
    },
    "exclude": {
      "domains": [
        "networx.com",
        "porch.com",
        "houzz.com",
        "fixr.com",
        "thumbtack.com",
        "angi.com",
        "homeadvisor.com",
        "yelp.com"
      ],
      "manufacturers": []
    },
    "screen": {
      "excludeCategories": [
        "Auto air conditioning service",
        "Auto repair shop",
        "Car repair and maintenance service",
        "Auto parts store",
        "Mechanic",
        "Tire shop",
        "Oil change service",
        "Auto electrical service",
        "Auto radiator repair service",
        "Radiator repair service",
        "Truck repair shop",
        "Air conditioning system supplier",
        "Air conditioning store",
        "Heating equipment supplier",
        "Appliance store",
        "Appliance repair service",
        "Refrigerator repair service",
        "Small appliance repair service",
        "Commercial refrigeration",
        "Refrigerator store",
        "Plumbing supply store",
        "Hardware store",
        "Home improvement store",
        "Building materials store",
        "Wholesaler",
        "Plumber",
        "Electrician",
        "Roofing contractor",
        "General contractor",
        "Contractor",
        "Construction company",
        "Handyman/Handywoman/Handyperson",
        "Home builder",
        "Remodeler",
        "Air duct cleaning service",
        "Insulation contractor",
        "Solar energy company",
        "Solar energy system service",
        "Energy equipment and solutions",
        "Property management company",
        "Apartment building",
        "Real estate agency",
        "Store",
        "Water heater installation service",
        "Water heater repair service",
        "Chimney sweep",
        "Fireplace store",
        "Electric motor repair shop",
        "Welder",
        "Sheet metal contractor",
        "Boat repair shop",
        "RV repair shop",
        "Trade school",
        "Vocational school",
        "Home health care service"
      ],
      "excludeTitles": [
        {
          "match": "^(axial|bedrock|bare|bramble) hvac repair detroit$|^(peak|latitude|optimal|pacific|paramount) hvac repair sioux city$|^(norvanta|groundwork|ventrix|calvoria|beltrion|elvora|bright|frame) hvac repair valdosta$|^novaedge hvac repair bismarck$|^classic hvac repair dothan$",
          "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business"
        },
        {
          "match": "^(thermafield ac repair lawton|thermacedar ac repair florence|airpine works ac repair dothan|wiregrass cool ac repair dothan|breezepro ac repair florence|willow valley air group|iron meadow cooling group)$",
          "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
        },
        {
          "match": "^(milwaukee hvac services|st\\.? louis hvac services|florence hvac experts)$",
          "reason": "unverifiable listing: a generic city-plus-trade name with no reachable website, no street address or no rating, and at most two reviews, so it could not be confirmed as a business"
        }
      ],
      "keepIfCategoriesMatch": "HVAC contractor|Air conditioning repair service|Air conditioning contractor|Heating contractor|Furnace repair service|Mechanical contractor|Heating oil supplier",
      "keepIfTitleMatches": "^(?!.*\\b(auto\\w*|car|cars|truck\\w*|tire\\w*|supply\\w*|supplies|wholesale\\w*|distribut\\w*|appliance\\w*|parts|store\\w*|school|college|academy|institute)\\b).*\\b(hvac|heating|cooling|a\\/c|air condition\\w*|mechanical|refrigerat\\w*|furnace\\w*|heat (&|and) air|comfort\\w*)\\b",
      "marketplaceHosts": [
        "networx.com",
        "thumbtack.com",
        "angi.com",
        "homeadvisor.com",
        "porch.com",
        "houzz.com",
        "yelp.com",
        "fixr.com"
      ],
      "chainHosts": [
        "onehourheatandair.com",
        "serviceexperts.com",
        "aireserv.com",
        "ars.com",
        "searshomeservices.com",
        "benjaminfranklinplumbing.com",
        "mistersparky.com",
        "rotorooter.com",
        "mrrooter.com",
        "horizonservices.com",
        "hiller.com",
        "happyhiller.com",
        "coolray.com",
        "abacusplumbing.net",
        "parkerandsons.com",
        "berkeys.com",
        "airserv.com",
        "lennox.com",
        "carrier.com",
        "trane.com",
        "fourseasonsheatingcooling.com",
        "homeserve.com",
        "frontdoor.com",
        "airtron.com",
        "hoffmannbros.com",
        "premierishere.com",
        "leecompany.com",
        "callbryant.com"
      ],
      "chainTitleMatches": "\\bone hour (heating|air)\\b|\\bone hour heat\\w*\\b|\\bservice experts\\b|\\baire serv\\b|\\brescue rooter\\b|\\bars\\b|\\bbenjamin franklin plumbing\\b|\\bmister sparky\\b|\\broto-?rooter\\b|\\bmr\\.? rooter\\b|\\bhorizon services\\b|\\bsears home services\\b|\\bhiller\\b|\\bcoolray\\b|\\bairtron\\b"
    },
    "budget": {
      "maxSerpCalls": 22
    },
    "screening": "Vehicle air conditioning and auto repair shops, appliance repair, equipment suppliers and stores, plumbers, electricians, roofers, general contractors, duct cleaning, insulation and solar companies, property managers and schools are excluded as not being HVAC contractors, each with its reason; a listing filed under one of those categories is kept when its name or one of its categories shows it does heating and air conditioning work, so a plumbing and heating company filed first as a plumber stays. Lead marketplaces are excluded as marketplaces. Listings whose website or name belongs to a national or multi-market brand are kept and tagged isChain, because their locations occupy the slots an independent competes for, and every hours figure is repeated on independents alone and inside each market-size stratum."
  },
  "rows": [
    {
      "market": "Indianapolis, Indiana",
      "query": "hvac repair Indianapolis, Indiana",
      "rank": 1,
      "url": "https://www.onehourheatandair.com/indianapolis/?utm_source=GMB&utm_medium=organic&utm_campaign=gbp_main",
      "title": "One Hour Heating & Air Conditioning",
      "rating": 4.8,
      "reviews": 8228,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor",
        "Air conditioning contractor",
        "Air conditioning repair service",
        "Air duct cleaning service",
        "Heating contractor",
        "Heating equipment supplier",
        "Furnace repair service"
      ],
      "address": "4040 Industrial Blvd, Indianapolis, IN 46254",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 39.8287125,
      "lng": -86.2287886,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:32.743Z",
      "placeId": "ChIJnfwnSYKqbIgRTZj56LTJFBI",
      "host": "onehourheatandair.com",
      "excluded": false,
      "reason": null,
      "isChain": true,
      "chainBy": "host in 3 or more markets",
      "sitemap": null,
      "blog": null,
      "home": null,
      "name": {
        "nameHasService": true,
        "nameServiceMatch": "Heating",
        "nameGeoMatch": null,
        "nameHasCity": false,
        "nameHasState": false,
        "nameHasGeo": false,
        "nameWords": 6
      },
      "cat": {
        "categoryCount": 7
      },
      "hrs": {
        "hoursListed": true,
        "open24All": true,
        "open24Any": true,
        "openWeekends": true,
        "openSunday": true,
        "openSaturday": true,
        "openFriday": true,
        "openMonday": true,
        "openToday": true,
        "openAtSearch": true,
        "hoursPerWeek": 168,
        "daysOpen": 7,
        "hoursPattern": "24 hours, 7 days"
      },
      "lnk": {
        "linkTarget": "location or city page",
        "linkPath": "/indianapolis/",
        "linksToHomepage": false,
        "linksToInnerPage": true,
        "linksToLocationPage": true,
        "linkPathNamesMarketCity": true,
        "linkHasUtm": true,
        "linkHasAnyParams": true,
        "linkLocationBy": "market city in path"
      },
      "city": {
        "cityPages": null,
        "cityPagesDedicated": null,
        "cityLandingPages": null,
        "hasPageForRankedCity": null,
        "cityPageExamples": [],
        "cityPostExamples": []
      },
      "shared": null
    },
    {
      "market": "Indianapolis, Indiana",
      "query": "hvac repair Indianapolis, Indiana",
      "rank": 2,
      "url": "https://www.serviceexperts.com/indianapolis-in/?utm_source=gbp&utm_medium=organic&utm_campaign=brand",
      "title": "Service Experts Indianapolis",
      "rating": 4.8,
      "reviews": 2102,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor",
        "Air conditioning contractor",
        "Air conditioning repair service",
        "Air conditioning system supplier",
        "Furnace repair service",
        "Heating contractor",
        "Heating equipment supplier",
        "Plumber"
      ],
      "address": "8227 Northwest Blvd Ste 300, Indianapolis, IN 46278",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 39.9051869,
      "lng": -86.2687088,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:32.743Z",
      "placeId": "ChIJyaEeuqlTa4gRrYrp8kd3lJQ",
      "host": "serviceexperts.com",
      "excluded": false,
      "reason": null,
      "isChain": true,
      "chainBy": "host in 3 or more markets",
      "sitemap": null,
      "blog": null,
      "home": null,
      "name": {
        "nameHasService": false,
        "nameServiceMatch": null,
        "nameGeoMatch": "Indianapolis",
        "nameHasCity": true,
        "nameHasState": false,
        "nameHasGeo": true,
        "nameWords": 3
      },
      "cat": {
        "categoryCount": 8
      },
      "hrs": {
        "hoursListed": true,
        "open24All": true,
        "open24Any": true,
        "openWeekends": true,
        "openSunday": true,
        "openSaturday": true,
        "openFriday": true,
        "openMonday": true,
        "openToday": true,
        "openAtSearch": true,
        "hoursPerWeek": 168,
        "daysOpen": 7,
        "hoursPattern": "24 hours, 7 days"
      },
      "lnk": {
        "linkTarget": "location or city page",
        "linkPath": "/indianapolis-in/",
        "linksToHomepage": false,
        "linksToInnerPage": true,
        "linksToLocationPage": true,
        "linkPathNamesMarketCity": true,
        "linkHasUtm": true,
        "linkHasAnyParams": true,
        "linkLocationBy": "market city in path"
      },
      "city": {
        "cityPages": null,
        "cityPagesDedicated": null,
        "cityLandingPages": null,
        "hasPageForRankedCity": null,
        "cityPageExamples": [],
        "cityPostExamples": []
      },
      "shared": null
    },
    {
      "market": "Indianapolis, Indiana",
      "query": "hvac repair Indianapolis, Indiana",
      "rank": 3,
      "url": "https://chapmanheating.com/locations/indianapolis-services/?utm_source=google&utm_medium=organic&utm_campaign=GMBListing-Indianapolis-IN",
      "title": "Chapman Heating, Air Conditioning, Plumbing and Electrical",
      "rating": 4.9,
      "reviews": 7373,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor",
        "Air conditioning contractor",
        "Air conditioning repair service",
        "Drainage service",
        "Electrician",
        "Heating contractor",
        "Plumber"
      ],
      "address": "9230 Crawfordsville Rd, Indianapolis, IN 46234",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 39.817698799999995,
      "lng": -86.325856,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:32.743Z",
      "placeId": "ChIJc251tDmpbIgRBFlUYNQyKm0",
      "host": "chapmanheating.com",
      "excluded": false,
      "reason": null,
      "isChain": false,
      "chainBy": null,
      "sitemap": null,
      "blog": null,
      "home": null,
      "name": {
        "nameHasService": true,
        "nameServiceMatch": "Heating",
        "nameGeoMatch": null,
        "nameHasCity": false,
        "nameHasState": false,
        "nameHasGeo": false,
        "nameWords": 7
      },
      "cat": {
        "categoryCount": 7
      },
      "hrs": {
        "hoursListed": true,
        "open24All": true,
        "open24Any": true,
        "openWeekends": true,
        "openSunday": true,
        "openSaturday": true,
        "openFriday": true,
        "openMonday": true,
        "openToday": true,
        "openAtSearch": true,
        "hoursPerWeek": 168,
        "daysOpen": 7,
        "hoursPattern": "24 hours, 7 days"
      },
      "lnk": {
        "linkTarget": "location or city page",
        "linkPath": "/locations/indianapolis-services/",
        "linksToHomepage": false,
        "linksToInnerPage": true,
        "linksToLocationPage": true,
        "linkPathNamesMarketCity": true,
        "linkHasUtm": true,
        "linkHasAnyParams": true,
        "linkLocationBy": "market city in path"
      },
      "city": {
        "cityPages": null,
        "cityPagesDedicated": null,
        "cityLandingPages": null,
        "hasPageForRankedCity": null,
        "cityPageExamples": [],
        "cityPostExamples": []
      },
      "shared": null
    },
    {
      "market": "Indianapolis, Indiana",
      "query": "hvac repair Indianapolis, Indiana",
      "rank": 4,
      "url": "https://northerncomfortsystems.com/indianapolis/?utm_source=google-gbp&utm_medium=organic&utm_campaign=*386*northern-comfort-systems-indianapolis",
      "title": "Northern Comfort Systems",
      "rating": 4.9,
      "reviews": 501,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor",
        "Air conditioning contractor",
        "Air conditioning repair service",
        "Air conditioning system supplier",
        "Drainage service",
        "Furnace repair service",
        "Heating contractor",
        "Heating equipment supplier",
        "Hot water system supplier",
        "Plumber"
      ],
      "address": "2905 E 46th St, Indianapolis, IN 46205",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 39.8399018,
      "lng": -86.1158245,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:32.743Z",
      "placeId": "ChIJx-tL-c5Ta4gRAQjXq2koakA",
      "host": "northerncomfortsystems.com",
      "excluded": false,
      "reason": null,
      "isChain": false,
      "chainBy": null,
      "sitemap": null,
      "blog": null,
      "home": null,
      "name": {
        "nameHasService": true,
        "nameServiceMatch": "Comfort",
        "nameGeoMatch": null,
        "nameHasCity": false,
        "nameHasState": false,
        "nameHasGeo": false,
        "nameWords": 3
      },
      "cat": {
        "categoryCount": 10
      },
      "hrs": {
        "hoursListed": true,
        "open24All": true,
        "open24Any": true,
        "openWeekends": true,
        "openSunday": true,
        "openSaturday": true,
        "openFriday": true,
        "openMonday": true,
        "openToday": true,
        "openAtSearch": true,
        "hoursPerWeek": 168,
        "daysOpen": 7,
        "hoursPattern": "24 hours, 7 days"
      },
      "lnk": {
        "linkTarget": "location or city page",
        "linkPath": "/indianapolis/",
        "linksToHomepage": false,
        "linksToInnerPage": true,
        "linksToLocationPage": true,
        "linkPathNamesMarketCity": true,
        "linkHasUtm": true,
        "linkHasAnyParams": true,
        "linkLocationBy": "market city in path"
      },
      "city": {
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        "hasPageForRankedCity": null,
        "cityPageExamples": [],
        "cityPostExamples": []
      },
      "shared": null
    },
    {
      "market": "Indianapolis, Indiana",
      "query": "hvac repair Indianapolis, Indiana",
      "rank": 5,
      "url": "https://www.bollscomfort.com/",
      "title": "Bolls Heating & Cooling",
      "rating": 4.9,
      "reviews": 646,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "3648 W 16th St, Indianapolis, IN 46222",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 39.788051599999996,
      "lng": -86.223193,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:32.743Z",
      "placeId": "ChIJDcg8DK9Xa4gR4QF_5YjDIfE",
      "host": "bollscomfort.com",
      "excluded": false,
      "reason": null,
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      "chainBy": null,
      "sitemap": null,
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      "name": {
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        "nameServiceMatch": "Heating",
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        "nameHasState": false,
        "nameHasGeo": false,
        "nameWords": 4
      },
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      },
      "hrs": {
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        "open24All": true,
        "open24Any": true,
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        "openSunday": true,
        "openSaturday": true,
        "openFriday": true,
        "openMonday": true,
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        "hoursPerWeek": 168,
        "daysOpen": 7,
        "hoursPattern": "24 hours, 7 days"
      },
      "lnk": {
        "linkTarget": "homepage",
        "linkPath": "/",
        "linksToHomepage": true,
        "linksToInnerPage": false,
        "linksToLocationPage": false,
        "linkPathNamesMarketCity": false,
        "linkHasUtm": false,
        "linkHasAnyParams": false,
        "linkLocationBy": null
      },
      "city": {
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        "cityPagesDedicated": null,
        "cityLandingPages": null,
        "hasPageForRankedCity": null,
        "cityPageExamples": [],
        "cityPostExamples": []
      },
      "shared": null
    },
    {
      "market": "Indianapolis, Indiana",
      "query": "hvac repair Indianapolis, Indiana",
      "rank": 6,
      "url": "https://www.royrogersheatingandair.com/",
      "title": "Roy Rogers Heating & Air",
      "rating": 4.9,
      "reviews": 667,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor",
        "Air conditioning contractor",
        "Heating equipment supplier",
        "Heating contractor"
      ],
      "address": "5460 Victory Dr Ste 600, Indianapolis, IN 46203",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 39.703167,
      "lng": -86.0734295,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:32.743Z",
      "placeId": "ChIJkcf5-TdOa4gRsX1X3U2TD4s",
      "host": "royrogersheatingandair.com",
      "excluded": false,
      "reason": null,
      "isChain": false,
      "chainBy": null,
      "sitemap": null,
      "blog": null,
      "home": null,
      "name": {
        "nameHasService": true,
        "nameServiceMatch": "Heating",
        "nameGeoMatch": null,
        "nameHasCity": false,
        "nameHasState": false,
        "nameHasGeo": false,
        "nameWords": 5
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      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Milwaukee, Wisconsin",
      "query": "hvac repair Milwaukee, Wisconsin",
      "rank": 19,
      "url": "https://milwaukeecityhvacservices.com/",
      "title": "Milwaukee HVAC Services",
      "rating": null,
      "reviews": null,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor",
        "Air conditioning contractor",
        "Air conditioning repair service",
        "Air conditioning system supplier",
        "Furnace repair service",
        "Heating contractor"
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      "address": "300 N Jefferson St, Milwaukee, WI 53202",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 43.0345131,
      "lng": -87.9042104,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:43.904Z",
      "placeId": "ChIJp6UazzQZBYgRBo_HnCSNhI4",
      "host": "milwaukeecityhvacservices.com",
      "excluded": true,
      "reason": "unverifiable listing: a generic city-plus-trade name with no reachable website, no street address or no rating, and at most two reviews, so it could not be confirmed as a business"
    },
    {
      "market": "St. Louis, Missouri",
      "query": "hvac repair St. Louis, Missouri",
      "rank": 19,
      "url": "https://stlouishvacservices.com/",
      "title": "St. Louis HVAC Services",
      "rating": 5,
      "reviews": 1,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor",
        "Air conditioning contractor",
        "Air conditioning repair service",
        "Furnace repair service",
        "Heating contractor"
      ],
      "address": "1020 N 23rd St, St. Louis, MO 63106",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 38.6388649,
      "lng": -90.2101094,
      "openState": "Open · Closes 10 PM",
      "hoursText": "Open · Closes 10 PM",
      "operatingHours": {
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        "sunday": "7 AM–10 PM",
        "monday": "7 AM–10 PM",
        "tuesday": "7 AM–10 PM",
        "wednesday": "7 AM–10 PM",
        "thursday": "7 AM–10 PM",
        "friday": "7 AM–10 PM"
      },
      "searchedAt": "2026-10-17T20:46:44.830Z",
      "placeId": "ChIJ-dg5QGez2IcRoP96Y-qLhDQ",
      "host": "stlouishvacservices.com",
      "excluded": true,
      "reason": "unverifiable listing: a generic city-plus-trade name with no reachable website, no street address or no rating, and at most two reviews, so it could not be confirmed as a business"
    },
    {
      "market": "Rochester, Minnesota",
      "query": "hvac repair Rochester, Minnesota",
      "rank": 16,
      "url": "https://www.johnstonesupply.com/store423",
      "title": "Johnstone Supply",
      "rating": 4.2,
      "reviews": 10,
      "category": "Heating equipment supplier",
      "categories": [
        "Heating equipment supplier",
        "Air conditioning system supplier"
      ],
      "address": "1929 7th St NW, Rochester, MN 55901",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 44.03423,
      "lng": -92.4924162,
      "openState": "Closed · Opens 7 AM Mon",
      "hoursText": "Closed · Opens 7 AM Mon",
      "operatingHours": {
        "saturday": "Closed",
        "sunday": "Closed",
        "monday": "7 AM–5:30 PM",
        "tuesday": "7 AM–5:30 PM",
        "wednesday": "7 AM–5:30 PM",
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        "friday": "7 AM–5:30 PM"
      },
      "searchedAt": "2026-10-17T20:46:49.159Z",
      "placeId": "ChIJ0WMd3qhf94cRU3NJZrN-Z9s",
      "host": "johnstonesupply.com",
      "excluded": true,
      "reason": "listed under \"Heating equipment supplier\", not the kind of business this study measures"
    },
    {
      "market": "Sioux City, Iowa",
      "query": "hvac repair Sioux City, Iowa",
      "rank": 4,
      "url": null,
      "title": "Peak HVAC Repair Sioux City",
      "rating": 5,
      "reviews": 4,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "2515 Hamilton Blvd, Sioux City, IA 51104",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 42.516947599999995,
      "lng": -96.4179273,
      "openState": "Open · Closes 5 PM",
      "hoursText": "Open · Closes 5 PM",
      "operatingHours": {
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        "sunday": "9 AM–5 PM",
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        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:50.185Z",
      "placeId": "ChIJpfhuVAAHjocR3isNaMnxy5M",
      "host": null,
      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Sioux City, Iowa",
      "query": "hvac repair Sioux City, Iowa",
      "rank": 5,
      "url": null,
      "title": "Latitude HVAC Repair Sioux City",
      "rating": 5,
      "reviews": 3,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "419 1/2 Pearl St, Sioux City, IA 51101",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 42.494951799999996,
      "lng": -96.4083823,
      "openState": "Open · Closes 5 PM",
      "hoursText": "Open · Closes 5 PM",
      "operatingHours": {
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        "sunday": "9 AM–5 PM",
        "monday": "9 AM–5 PM",
        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:50.185Z",
      "placeId": "ChIJU6l8AQAHjocRMyhbFCQHCQk",
      "host": null,
      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Sioux City, Iowa",
      "query": "hvac repair Sioux City, Iowa",
      "rank": 6,
      "url": null,
      "title": "Optimal HVAC Repair Sioux City",
      "rating": 5,
      "reviews": 4,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "411 Nebraska St, Sioux City, IA 51101",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 42.4946431,
      "lng": -96.4036254,
      "openState": "Open · Closes 5 PM",
      "hoursText": "Open · Closes 5 PM",
      "operatingHours": {
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        "sunday": "9 AM–5 PM",
        "monday": "9 AM–5 PM",
        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
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      },
      "searchedAt": "2026-10-17T20:46:50.185Z",
      "placeId": "ChIJ_QG4VAD9jYcR1F_3018itno",
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      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Sioux City, Iowa",
      "query": "hvac repair Sioux City, Iowa",
      "rank": 7,
      "url": null,
      "title": "Pacific HVAC Repair Sioux City",
      "rating": 5,
      "reviews": 4,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "501 Pearl St, Sioux City, IA 51101",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 42.495425999999995,
      "lng": -96.40817129999999,
      "openState": "Open · Closes 5 PM",
      "hoursText": "Open · Closes 5 PM",
      "operatingHours": {
        "saturday": "9 AM–5 PM",
        "sunday": "9 AM–5 PM",
        "monday": "9 AM–5 PM",
        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:50.185Z",
      "placeId": "ChIJSQOVGgAHjocRrwHO-W9Hw7A",
      "host": null,
      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Sioux City, Iowa",
      "query": "hvac repair Sioux City, Iowa",
      "rank": 8,
      "url": null,
      "title": "Paramount HVAC Repair Sioux City",
      "rating": 5,
      "reviews": 4,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "1303 Pierce St, Sioux City, IA 51105",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 42.5041935,
      "lng": -96.4053441,
      "openState": "Open · Closes 5 PM",
      "hoursText": "Open · Closes 5 PM",
      "operatingHours": {
        "saturday": "9 AM–5 PM",
        "sunday": "9 AM–5 PM",
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        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:50.185Z",
      "placeId": "ChIJob_zLgD9jYcRGGLLclnoORs",
      "host": null,
      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Valdosta, Georgia",
      "query": "hvac repair Valdosta, Georgia",
      "rank": 7,
      "url": null,
      "title": "Norvanta HVAC Repair Valdosta",
      "rating": 5,
      "reviews": 7,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "515 N Patterson St, Valdosta, GA 31601",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 30.836170199999998,
      "lng": -83.28122499999999,
      "openState": "Closes soon · 5 PM · Opens 9 AM Sun",
      "hoursText": "Closes soon · 5 PM · Opens 9 AM Sun",
      "operatingHours": {
        "saturday": "9 AM–5 PM",
        "sunday": "9 AM–5 PM",
        "monday": "9 AM–5 PM",
        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:51.007Z",
      "placeId": "ChIJ97WcHgBn7ogRrfNqGp7aPjY",
      "host": null,
      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Valdosta, Georgia",
      "query": "hvac repair Valdosta, Georgia",
      "rank": 11,
      "url": null,
      "title": "Groundwork HVAC Repair Valdosta",
      "rating": 5,
      "reviews": 1,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "1801 GA-7 BUS, Valdosta, GA 31602",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 30.854870899999998,
      "lng": -83.2806214,
      "openState": "Closes soon · 5 PM · Opens 9 AM Sun",
      "hoursText": "Closes soon · 5 PM · Opens 9 AM Sun",
      "operatingHours": {
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      },
      "searchedAt": "2026-10-17T20:46:51.007Z",
      "placeId": "ChIJL0ajPQBn7ogRF83ueIgnNCo",
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      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Valdosta, Georgia",
      "query": "hvac repair Valdosta, Georgia",
      "rank": 12,
      "url": null,
      "title": "Ventrix HVAC Repair Valdosta",
      "rating": 5,
      "reviews": 2,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "1601 GA-7 BUS, Valdosta, GA 31602",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 30.850893499999998,
      "lng": -83.28048439999999,
      "openState": "Closes soon · 5 PM · Opens 9 AM Sun",
      "hoursText": "Closes soon · 5 PM · Opens 9 AM Sun",
      "operatingHours": {
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        "wednesday": "9 AM–5 PM",
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      },
      "searchedAt": "2026-10-17T20:46:51.007Z",
      "placeId": "ChIJ7ThLbABn7ogR8EE5reBt-nM",
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      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Valdosta, Georgia",
      "query": "hvac repair Valdosta, Georgia",
      "rank": 13,
      "url": null,
      "title": "Calvoria HVAC Repair Valdosta",
      "rating": 5,
      "reviews": 1,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "100 S Patterson St, Valdosta, GA 31601",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 30.830780999999998,
      "lng": -83.2790397,
      "openState": "Closes soon · 5 PM · Opens 9 AM Sun",
      "hoursText": "Closes soon · 5 PM · Opens 9 AM Sun",
      "operatingHours": {
        "saturday": "9 AM–5 PM",
        "sunday": "9 AM–5 PM",
        "monday": "9 AM–5 PM",
        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:51.007Z",
      "placeId": "ChIJu3K3aQBn7ogRvHj2hQ-bTGA",
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      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Valdosta, Georgia",
      "query": "hvac repair Valdosta, Georgia",
      "rank": 14,
      "url": null,
      "title": "Beltrion HVAC Repair Valdosta",
      "rating": 5,
      "reviews": 1,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "2133 Bemiss Rd, Valdosta, GA 31602",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 30.8596586,
      "lng": -83.2809135,
      "openState": "Closes soon · 5 PM · Opens 9 AM Sun",
      "hoursText": "Closes soon · 5 PM · Opens 9 AM Sun",
      "operatingHours": {
        "saturday": "9 AM–5 PM",
        "sunday": "9 AM–5 PM",
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        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:51.007Z",
      "placeId": "ChIJE9YqIQBn7ogRds-_9yqrers",
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      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Valdosta, Georgia",
      "query": "hvac repair Valdosta, Georgia",
      "rank": 18,
      "url": null,
      "title": "Elvora HVAC Repair Valdosta",
      "rating": 5,
      "reviews": 1,
      "category": "HVAC contractor",
      "categories": [
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      ],
      "address": "2905 N Patterson St, Valdosta, GA 31602",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 30.8704625,
      "lng": -83.2902354,
      "openState": "Closes soon · 5 PM · Opens 9 AM Sun",
      "hoursText": "Closes soon · 5 PM · Opens 9 AM Sun",
      "operatingHours": {
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        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:51.007Z",
      "placeId": "ChIJb7UiJwBn7ogRCpKviZR1-Jk",
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      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Valdosta, Georgia",
      "query": "hvac repair Valdosta, Georgia",
      "rank": 19,
      "url": null,
      "title": "Bright HVAC Repair Valdosta",
      "rating": null,
      "reviews": null,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
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      "hasPhone": true,
      "hasWebsite": false,
      "lat": 30.8328669,
      "lng": -83.2786273,
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      "hoursText": "Closes soon · 5 PM · Opens 9 AM Sun",
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      },
      "searchedAt": "2026-10-17T20:46:51.007Z",
      "placeId": "ChIJQ5vFSwBn7ogRo96KXVfjNEc",
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      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Valdosta, Georgia",
      "query": "hvac repair Valdosta, Georgia",
      "rank": 20,
      "url": null,
      "title": "Frame HVAC Repair Valdosta",
      "rating": 5,
      "reviews": 1,
      "category": "HVAC contractor",
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      "hasPhone": true,
      "hasWebsite": false,
      "lat": 30.857607899999998,
      "lng": -83.2802026,
      "openState": "Closes soon · 5 PM · Opens 9 AM Sun",
      "hoursText": "Closes soon · 5 PM · Opens 9 AM Sun",
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        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
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      },
      "searchedAt": "2026-10-17T20:46:51.007Z",
      "placeId": "ChIJ7Zn-UgBn7ogR6EcCD-ju4fg",
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      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Wausau, Wisconsin",
      "query": "hvac repair Wausau, Wisconsin",
      "rank": 19,
      "url": "https://dairystateduct.wixsite.com/dsdc",
      "title": "Dairy State duct cleaning",
      "rating": 5,
      "reviews": 130,
      "category": "Air duct cleaning service",
      "categories": [
        "Air duct cleaning service"
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      "address": "508 Spruce St, Wausau, WI 54401",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 44.965896799999996,
      "lng": -89.6419887,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:52.636Z",
      "placeId": "ChIJoz-hGXbR8QcRDE5SQSQX2a0",
      "host": "dairystateduct.wixsite.com",
      "excluded": true,
      "reason": "listed under \"Air duct cleaning service\", not the kind of business this study measures"
    },
    {
      "market": "Lawton, Oklahoma",
      "query": "hvac repair Lawton, Oklahoma",
      "rank": 18,
      "url": "https://thermafieldacrepairlawton.site/",
      "title": "ThermaField AC Repair Lawton",
      "rating": 5,
      "reviews": 2,
      "category": "Air conditioning repair service",
      "categories": [
        "Air conditioning repair service"
      ],
      "address": "5334 NW Cache Rd, Lawton, OK 73505",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 34.6225437,
      "lng": -98.4611619,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:54.301Z",
      "placeId": "ChIJEQwohRwfrYcRP1dV4eSZRUI",
      "host": "thermafieldacrepairlawton.site",
      "excluded": true,
      "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
    },
    {
      "market": "Bismarck, North Dakota",
      "query": "hvac repair Bismarck, North Dakota",
      "rank": 9,
      "url": null,
      "title": "NovaEdge HVAC Repair Bismarck",
      "rating": 5,
      "reviews": 6,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "411 E Broadway Ave, Bismarck, ND 58501",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 46.8063429,
      "lng": -100.7855922,
      "openState": "Open · Closes 5 PM",
      "hoursText": "Open · Closes 5 PM",
      "operatingHours": {
        "saturday": "9 AM–5 PM",
        "sunday": "9 AM–5 PM",
        "monday": "9 AM–5 PM",
        "tuesday": "9 AM–5 PM",
        "wednesday": "9 AM–5 PM",
        "thursday": "9 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:55.009Z",
      "placeId": "ChIJFVHUbYSD11IRJOf52BYxR_g",
      "host": null,
      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Bismarck, North Dakota",
      "query": "hvac repair Bismarck, North Dakota",
      "rank": 14,
      "url": "https://willowvalleyairgroup.site/",
      "title": "Willow Valley Air Group",
      "rating": null,
      "reviews": null,
      "category": "Air conditioning repair service",
      "categories": [
        "Air conditioning repair service"
      ],
      "address": "622 Kirkwood Mall, Bismarck, ND 58504",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 46.7998687,
      "lng": -100.78578759999999,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:55.009Z",
      "placeId": "ChIJdV5MLCiD11IRBVX1eREzh9w",
      "host": "willowvalleyairgroup.site",
      "excluded": true,
      "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
    },
    {
      "market": "Bismarck, North Dakota",
      "query": "hvac repair Bismarck, North Dakota",
      "rank": 15,
      "url": "https://willowvalleyairgroup.site/",
      "title": "Willow Valley Air Group",
      "rating": null,
      "reviews": null,
      "category": "Air conditioning repair service",
      "categories": [
        "Air conditioning repair service"
      ],
      "address": "622 Kirkwood Mall, Bismarck, ND 58504",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 46.7998687,
      "lng": -100.78578759999999,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:55.009Z",
      "placeId": "ChIJa1dU9OCD11IRtOiZFoMgiRQ",
      "host": "willowvalleyairgroup.site",
      "excluded": true,
      "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
    },
    {
      "market": "Bismarck, North Dakota",
      "query": "hvac repair Bismarck, North Dakota",
      "rank": 16,
      "url": "https://ironmeadowcoolinggroup.site/",
      "title": "Iron Meadow Cooling Group",
      "rating": 5,
      "reviews": 1,
      "category": "Air conditioning repair service",
      "categories": [
        "Air conditioning repair service"
      ],
      "address": "517 E Main Ave, Bismarck, ND 58501",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 46.8050705,
      "lng": -100.78371159999999,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:55.009Z",
      "placeId": "ChIJr3swn0uD11IRzrNGUyFdsS8",
      "host": "ironmeadowcoolinggroup.site",
      "excluded": true,
      "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
    },
    {
      "market": "Florence, South Carolina",
      "query": "hvac repair Florence, South Carolina",
      "rank": 10,
      "url": null,
      "title": "Florence HVAC Experts",
      "rating": 5,
      "reviews": 2,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor",
        "Air conditioning contractor",
        "Air conditioning repair service",
        "Air conditioning system supplier",
        "Air duct cleaning service",
        "Service establishment",
        "Heating contractor",
        "Heating equipment supplier"
      ],
      "address": null,
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 34.1481005,
      "lng": -79.6232,
      "openState": "Open · Closes 12 AM",
      "hoursText": "Open · Closes 12 AM",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Closed",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:55.606Z",
      "placeId": "ChIJh_vRDrlmVYgRfCYPIEDhpls",
      "host": null,
      "excluded": true,
      "reason": "unverifiable listing: a generic city-plus-trade name with no reachable website, no street address or no rating, and at most two reviews, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Florence, South Carolina",
      "query": "hvac repair Florence, South Carolina",
      "rank": 12,
      "url": "https://thermacedaracrepairflorence.site/",
      "title": "ThermaCedar AC Repair Florence",
      "rating": 5,
      "reviews": 3,
      "category": "Air conditioning repair service",
      "categories": [
        "Air conditioning repair service"
      ],
      "address": "1926 W Palmetto St, Florence, SC 29501",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 34.187861399999996,
      "lng": -79.8052033,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:55.606Z",
      "placeId": "ChIJdTSr85JnVYgRIhCxGBF4coc",
      "host": "thermacedaracrepairflorence.site",
      "excluded": true,
      "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
    },
    {
      "market": "Florence, South Carolina",
      "query": "hvac repair Florence, South Carolina",
      "rank": 13,
      "url": "https://breezeproairflorence.com/",
      "title": "BreezePro AC Repair Florence",
      "rating": 5,
      "reviews": 9,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "100 W Evans St, Florence, SC 29501",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 34.1971802,
      "lng": -79.7663556,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:55.606Z",
      "placeId": "ChIJ3dT09g9nVYgRdOzKB1B3rVE",
      "host": "breezeproairflorence.com",
      "excluded": true,
      "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
    },
    {
      "market": "Florence, South Carolina",
      "query": "hvac repair Florence, South Carolina",
      "rank": 15,
      "url": "https://creggercompany.com/",
      "title": "Cregger Company, Inc.",
      "rating": 3.6,
      "reviews": 11,
      "category": "Heating equipment supplier",
      "categories": [
        "Heating equipment supplier",
        "Air conditioning system supplier",
        "Wholesaler"
      ],
      "address": "617 W Lucas St, Florence, SC 29501",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 34.2124825,
      "lng": -79.777485,
      "openState": "Closed · Opens 8 AM Mon",
      "hoursText": "Closed · Opens 8 AM Mon",
      "operatingHours": {
        "saturday": "Closed",
        "sunday": "Closed",
        "monday": "8 AM–5 PM",
        "tuesday": "8 AM–5 PM",
        "wednesday": "8 AM–5 PM",
        "thursday": "8 AM–5 PM",
        "friday": "9 AM–5 PM"
      },
      "searchedAt": "2026-10-17T20:46:55.606Z",
      "placeId": "ChIJe18ihwdnVYgRtLMpby2pSdw",
      "host": "creggercompany.com",
      "excluded": true,
      "reason": "listed under \"Heating equipment supplier\", not the kind of business this study measures"
    },
    {
      "market": "Dothan, Alabama",
      "query": "hvac repair Dothan, Alabama",
      "rank": 10,
      "url": null,
      "title": "Classic HVAC Repair Dothan",
      "rating": 5,
      "reviews": 2,
      "category": "HVAC contractor",
      "categories": [
        "HVAC contractor"
      ],
      "address": "105 E Washington St, Dothan, AL 36301",
      "hasPhone": true,
      "hasWebsite": false,
      "lat": 31.2208014,
      "lng": -85.39245799999999,
      "openState": "Open · Closes 9 PM",
      "hoursText": "Open · Closes 9 PM",
      "operatingHours": {
        "saturday": "9 AM–9 PM",
        "sunday": "9 AM–9 PM",
        "monday": "9 AM–9 PM",
        "tuesday": "9 AM–9 PM",
        "wednesday": "9 AM–9 PM",
        "thursday": "9 AM–9 PM",
        "friday": "9 AM–9 PM"
      },
      "searchedAt": "2026-10-17T20:46:55.656Z",
      "placeId": "ChIJ_RcRTwCTkogRMCfxcM7vqeg",
      "host": null,
      "excluded": true,
      "reason": "unverifiable listing: a coined word followed by HVAC Repair and the city name, no website, fewer than ten reviews, and hours identical to the other such listings in the same city, so it could not be confirmed as a business",
      "siteUnmeasurable": "no website"
    },
    {
      "market": "Dothan, Alabama",
      "query": "hvac repair Dothan, Alabama",
      "rank": 17,
      "url": "https://airpineworksacrepairdothan.site/",
      "title": "AirPine Works AC Repair Dothan",
      "rating": 5,
      "reviews": 3,
      "category": "Air conditioning repair service",
      "categories": [
        "Air conditioning repair service"
      ],
      "address": "3001 Montgomery Hwy, Dothan, AL 36303",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 31.2500091,
      "lng": -85.42638649999999,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:55.656Z",
      "placeId": "ChIJn5zGyAyTkogRKhJ61Je-X6s",
      "host": "airpineworksacrepairdothan.site",
      "excluded": true,
      "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
    },
    {
      "market": "Dothan, Alabama",
      "query": "hvac repair Dothan, Alabama",
      "rank": 19,
      "url": "https://wiregrasscoolacrepairdothan.site/",
      "title": "Wiregrass Cool AC Repair Dothan",
      "rating": 5,
      "reviews": 3,
      "category": "Air conditioning repair service",
      "categories": [
        "Air conditioning repair service"
      ],
      "address": "3075 S Oates St, Dothan, AL 36301",
      "hasPhone": true,
      "hasWebsite": true,
      "lat": 31.1822849,
      "lng": -85.4009801,
      "openState": "Open 24 hours",
      "hoursText": "Open 24 hours",
      "operatingHours": {
        "saturday": "Open 24 hours",
        "sunday": "Open 24 hours",
        "monday": "Open 24 hours",
        "tuesday": "Open 24 hours",
        "wednesday": "Open 24 hours",
        "thursday": "Open 24 hours",
        "friday": "Open 24 hours"
      },
      "searchedAt": "2026-10-17T20:46:55.656Z",
      "placeId": "ChIJO4C1Gz6TkogR2MJGJJeoLzI",
      "host": "wiregrasscoolacrepairdothan.site",
      "excluded": true,
      "reason": "unverifiable listing: a keyword name on a template website (a .site domain or a one-line page that returned a block, no address and no business name beyond the keywords), fewer than ten reviews, so it could not be confirmed as a business"
    }
  ]
}