{ "captureDate": "2026-09-27T14:20:27.849Z", "study": { "slug": "ac-repair-maps-categories", "question": "When a homeowner searches Google Maps for AC repair in their city, which primary categories do the twenty businesses shown carry, does the listing whose primary category matches the search ('Air conditioning repair service') sit higher than the one filed as 'HVAC contractor', and does carrying more categories sort the list once review volume and chains are held constant, in large metros and small cities?", "lane": "maps", "belief": "Local search advice ranks the primary Google Business Profile category as the strongest thing an owner controls, and tells owners to pick the category that matches what customers search and to add every relevant secondary category.", "benchmark": "An owner reads the category line under each of the twenty listings for 'ac repair' in their city, notes which primary category the top three use, and counts how many categories their own profile carries against the median top-three listing.", "sample": { "queryTemplate": "ac repair {market}", "topN": 20, "markets": [ "Columbus, Ohio", "Indianapolis, Indiana", "Charlotte, North Carolina", "Nashville, Tennessee", "Denver, Colorado", "Atlanta, Georgia", "Minneapolis, Minnesota", "St. Louis, Missouri", "Tampa, Florida", "Sacramento, California", "Raleigh, North Carolina", "Abilene, Texas", "Bowling Green, Kentucky", "Johnson City, Tennessee", "Rochester, Minnesota", "Sioux City, Iowa", "Cheyenne, Wyoming", "Lawton, Oklahoma", "Valdosta, Georgia", "Wausau, Wisconsin", "Bismarck, North Dakota", "Joplin, Missouri" ], "strata": { "largeMetro": [ "Columbus, Ohio", "Indianapolis, Indiana", "Charlotte, North Carolina", "Nashville, Tennessee", "Denver, Colorado", "Atlanta, Georgia", "Minneapolis, Minnesota", "St. Louis, Missouri", "Tampa, Florida", "Sacramento, California", "Raleigh, North Carolina" ], "smallCity": [ "Abilene, Texas", "Bowling Green, Kentucky", "Johnson City, Tennessee", "Rochester, Minnesota", "Sioux City, Iowa", "Cheyenne, Wyoming", "Lawton, Oklahoma", "Valdosta, Georgia", "Wausau, Wisconsin", "Bismarck, North Dakota", "Joplin, Missouri" ] } }, "measure": { "location": true, "nameServiceWords": "hvac|heating|cooling|air\\w*|a\\/c|ac|comfort\\w*|climate|mechanical\\w*|refrigerat\\w*", "categoryFlags": { "acRepair": "Air conditioning repair service", "hvacContractor": "HVAC contractor", "acContractor": "Air conditioning contractor" } }, "measureSites": false, "exclude": { "domains": [ "networx.com", "porch.com", "houzz.com", "fixr.com", "thumbtack.com", "angi.com", "homeadvisor.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", "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", "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" ], "excludeTitles": [ { "match": "^Abilene Radiator & Air Conditioning$", "reason": "radiator shop filed only under Radiator repair service, a vehicle repair category, not a home air conditioning contractor" } ], "keepIfCategoriesMatch": "HVAC contractor|Air conditioning repair service|Air conditioning contractor|Heating contractor|Furnace repair service|Mechanical contractor", "keepIfTitleMatches": "^(?!.*\\b(auto\\w*|car|cars|truck\\w*|tire\\w*|supply\\w*|supplies|wholesale\\w*|distribut\\w*|appliance\\w*|parts|store\\w*)\\b).*\\b(hvac|heating|cooling|a\\/c|air condition\\w*|mechanical|refrigerat\\w*)", "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", "benjaminfranklinplumbing.com", "mistersparky.com" ], "chainTitleMatches": "one hour heating|service experts|aire serv|rescue rooter|benjamin franklin plumbing|mister sparky" }, "budget": { "maxSerpCalls": 22 }, "verification": "Two pilot searches were spent before the run (2026-09-27): 'divorce lawyer Columbus, Ohio' returned 18 of 20 listings under one primary category, too uniform to test, and 'ac repair Columbus, Ohio' returned 19 of 20 under 'HVAC contractor' with the search-matching 'Air conditioning repair service' as a secondary category on most, which is the contrast this study tests. The Columbus search in the run is served from SerpApi's one-hour cache. Run 1 kept 434 of 437 non-duplicate listings. Reading the 15 kept rows filed outside the three AC categories found a radiator shop filed only under a vehicle repair category and a small appliance and restaurant supply listing with no website; run 2 excludes both. Run 1 also showed that the first category returned is not reliably the primary one: in 18 of 22 markets every listing that carried 'Air conditioning repair service' showed it first, in the other 4 almost none did, and Service Experts showed 'HVAC contractor' first in Columbus and Nashville but 'Air conditioning repair service' first in Indianapolis, Charlotte and Raleigh. The primary-category comparison is therefore withdrawn except inside the markets that were not reordered, and run 2 adds `categories.displayOrder` to report it." }, "rows": [ { "market": "Columbus, Ohio", "query": "ac repair Columbus, Ohio", "rank": 1, "url": "https://www.cwaohio.com/contact-us?utm_source=google&utm_medium=gbp&utm_campaign=local_seo&utm_content=gbp_website_click", "title": "Columbus Worthington Air", "rating": 4.8, "reviews": 7230, "category": "HVAC contractor", "categories": [ "HVAC contractor", "Air conditioning repair service", "Furnace repair service", "Heating contractor", "Air conditioning contractor" ], "address": "6363 Fiesta Dr, Columbus, OH 43235", "hasPhone": true, "hasWebsite": true, "lat": 40.085616099999996, "lng": -83.0644694, "host": "cwaohio.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Columbus", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 9.2 }, "name": { "nameHasService": true, "nameServiceMatch": "Air", "nameGeoMatch": "Columbus", "nameHasCity": true, "nameHasState": false, "nameHasGeo": true, "nameWords": 3 }, "cat": { "categoryCount": 5, "acRepairPrimary": false, "acRepairAny": true, "acRepairSecondaryOnly": true, "hvacContractorPrimary": true, "hvacContractorAny": true, "hvacContractorSecondaryOnly": false, "acContractorPrimary": false, "acContractorAny": true, "acContractorSecondaryOnly": true }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Columbus, Ohio", "query": "ac repair Columbus, Ohio", "rank": 2, "url": "https://www.searsheatingcooling.com/", "title": "Sears Heating and Cooling", "rating": 4.9, "reviews": 2740, "category": "HVAC contractor", "categories": [ "HVAC contractor", "Air conditioning system supplier", "Heating equipment supplier", "Hot water system supplier" ], "address": "3981 Cleveland Ave, Columbus, OH 43224", "hasPhone": true, "hasWebsite": true, "lat": 40.050196899999996, "lng": -82.9542728, "host": "searsheatingcooling.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Columbus", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 6.6 }, "name": { "nameHasService": true, "nameServiceMatch": "Heating", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 4 }, "cat": { "categoryCount": 4, "acRepairPrimary": false, "acRepairAny": false, "acRepairSecondaryOnly": false, "hvacContractorPrimary": true, "hvacContractorAny": true, "hvacContractorSecondaryOnly": false, "acContractorPrimary": false, "acContractorAny": false, "acContractorSecondaryOnly": false }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Columbus, Ohio", "query": "ac repair Columbus, Ohio", "rank": 3, "url": "https://www.customairco.com/service-area/air-conditioning-heating-columbus-oh?utm_source=google&utm_medium=organic&utm_campaign=GBPListing-Columbus-OH", "title": "Custom Air Conditioning and Heating Co.", "rating": 4.9, "reviews": 1117, "category": "Air conditioning repair service", "categories": [ "Air conditioning repair service", "Air conditioning contractor", "Air conditioning system supplier", "Furnace repair service", "Heating contractor", "Heating equipment supplier", "HVAC contractor" ], "address": "935 Claycraft Rd, Columbus, OH 43230", "hasPhone": true, "hasWebsite": true, "lat": 39.9921432, "lng": -82.8510878, "host": "customairco.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Columbus", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 8.2 }, "name": { "nameHasService": true, "nameServiceMatch": "Air", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 6 }, "cat": { "categoryCount": 7, "acRepairPrimary": true, "acRepairAny": true, "acRepairSecondaryOnly": false, "hvacContractorPrimary": false, "hvacContractorAny": true, "hvacContractorSecondaryOnly": true, "acContractorPrimary": false, "acContractorAny": true, "acContractorSecondaryOnly": true }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Columbus, Ohio", "query": "ac repair Columbus, Ohio", "rank": 4, "url": "https://www.logan-inc.com/?utm_source=google-my-business&utm_medium=organic&utm_campaign=columbus", "title": "Logan Services A/C, Heat & Plumbing", "rating": 4.8, "reviews": 4766, "category": "HVAC contractor", "categories": [ "HVAC contractor", "Air conditioning contractor", "Air conditioning repair service", "Drainage service", "Furnace repair service", "Heating contractor", "Heating equipment supplier", "Plumber" ], "address": "2219 Westbrooke Dr, Columbus, OH 43228", "hasPhone": true, "hasWebsite": true, "lat": 39.9991608, "lng": -83.11021339999999, "host": "logan-inc.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Columbus", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 6.3 }, "name": { "nameHasService": true, "nameServiceMatch": "A/C", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, 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"Heating equipment supplier", "Plumber" ], "address": "848 Freeway Dr N, Columbus, OH 43229", "hasPhone": true, "hasWebsite": true, "lat": 40.0717277, "lng": -82.99590289999999, "host": "indoortemp.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Columbus", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 7.6 }, "name": { "nameHasService": true, "nameServiceMatch": "Heating", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 8 }, "cat": { "categoryCount": 6, "acRepairPrimary": false, "acRepairAny": false, "acRepairSecondaryOnly": false, "hvacContractorPrimary": true, "hvacContractorAny": true, "hvacContractorSecondaryOnly": false, "acContractorPrimary": false, "acContractorAny": true, "acContractorSecondaryOnly": true }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Columbus, Ohio", "query": "ac repair Columbus, Ohio", "rank": 10, "url": "https://hvacnorthland.com/", "title": "Northland Heating & Air Conditioning", "rating": 4.9, "reviews": 284, "category": "HVAC contractor", "categories": [ "HVAC contractor", "Air conditioning contractor", "Furnace repair service", "Heating contractor" ], "address": "694 Moon Rd, Columbus, OH 43224", "hasPhone": true, "hasWebsite": true, "lat": 40.0403798, "lng": -82.9963075, "host": "hvacnorthland.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Columbus", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 5.4 }, "name": { "nameHasService": true, "nameServiceMatch": "Heating", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 5 }, "cat": { "categoryCount": 4, "acRepairPrimary": false, "acRepairAny": false, "acRepairSecondaryOnly": false, "hvacContractorPrimary": true, "hvacContractorAny": true, "hvacContractorSecondaryOnly": false, "acContractorPrimary": false, "acContractorAny": true, "acContractorSecondaryOnly": true }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Columbus, Ohio", "query": "ac repair Columbus, Ohio", "rank": 11, "url": "https://favret.com/?utm_source=google&utm_medium=organic&utm_campaign=gbp", "title": "Favret Heating & Cooling", "rating": 4.7, "reviews": 592, "category": "HVAC contractor", "categories": [ "HVAC contractor", "Air conditioning repair service", "Furnace repair service", "Heating contractor", "Heating equipment supplier", "Air conditioning 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"hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Columbus, Ohio", "query": "ac repair Columbus, Ohio", "rank": 12, "url": "http://qualityairandheat.com/?utm_source=GMB&utm_medium=GMBlisting", "title": "Quality Air Heating and Air Conditioning", "rating": 4.7, "reviews": 134, "category": "HVAC contractor", "categories": [ "HVAC contractor", "Air conditioning repair service", "Furnace repair service", "Heating contractor", "Air conditioning contractor" ], "address": "4060 Indianola Ave, Columbus, OH 43214", "hasPhone": true, "hasWebsite": true, "lat": 40.0473323, "lng": -82.999411, "host": "qualityairandheat.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Columbus", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 5.9 }, "name": { "nameHasService": true, 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"cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Joplin, Missouri", "query": "ac repair Joplin, Missouri", "rank": 15, "url": "http://www.midwayjoplin.com/", "title": "Midway Sheet Metal- HVAC", "rating": 4, "reviews": 32, "category": "Air conditioning repair service", "categories": [ "Air conditioning repair service", "Air conditioning contractor", "HVAC contractor", "Furnace repair service", "Heating contractor", "Sheet metal contractor" ], "address": "7700 E 20th St, Joplin, MO 64801", "hasPhone": true, "hasWebsite": true, "lat": 37.067766, "lng": -94.410534, "host": "midwayjoplin.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Joplin", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 5.8 }, "name": { "nameHasService": true, "nameServiceMatch": "HVAC", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 4 }, "cat": { "categoryCount": 6, "acRepairPrimary": true, "acRepairAny": true, "acRepairSecondaryOnly": false, "hvacContractorPrimary": false, "hvacContractorAny": true, "hvacContractorSecondaryOnly": true, "acContractorPrimary": false, "acContractorAny": true, "acContractorSecondaryOnly": true }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Joplin, Missouri", "query": "ac repair Joplin, Missouri", "rank": 16, "url": "https://www.thewrightwayhvac.com/", "title": "The Wright Way HVAC", "rating": 4.8, "reviews": 18, "category": "HVAC contractor", "categories": [ "HVAC contractor", "Air conditioning contractor", "Service establishment", "Heating contractor" ], "address": null, "hasPhone": true, "hasWebsite": true, "lat": 37.1255115, "lng": -94.4227224, "host": "thewrightwayhvac.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "no address", "addressCity": null, "inMarketCity": null, "hiddenAddress": true, "streetAddress": false, "distanceMiles": 5.8 }, "name": { "nameHasService": true, "nameServiceMatch": "HVAC", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 4 }, "cat": { "categoryCount": 4, "acRepairPrimary": false, "acRepairAny": false, "acRepairSecondaryOnly": false, "hvacContractorPrimary": true, "hvacContractorAny": true, "hvacContractorSecondaryOnly": false, "acContractorPrimary": false, "acContractorAny": true, "acContractorSecondaryOnly": true }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Joplin, Missouri", "query": "ac repair Joplin, Missouri", "rank": 17, "url": null, "title": "Climate Tech Inc", "rating": 3.3, "reviews": 15, "category": "Air conditioning contractor", "categories": [ "Air conditioning contractor", "Heating contractor", "HVAC contractor" ], "address": "527 W 10th St, Joplin, MO 64801", "hasPhone": true, "hasWebsite": false, "lat": 37.080656, "lng": -94.5191117, "host": null, "excluded": false, "reason": null, "siteUnmeasurable": "no website", "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Joplin", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 0.4 }, "name": { "nameHasService": true, "nameServiceMatch": "Climate", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 3 }, "cat": { "categoryCount": 3, "acRepairPrimary": false, "acRepairAny": false, "acRepairSecondaryOnly": false, "hvacContractorPrimary": false, "hvacContractorAny": true, "hvacContractorSecondaryOnly": true, "acContractorPrimary": true, "acContractorAny": true, "acContractorSecondaryOnly": false }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Joplin, Missouri", "query": "ac repair Joplin, Missouri", "rank": 18, "url": "https://z1-2call.com/", "title": "Z 1-2 Call for Heating and Air Service", "rating": 4.6, "reviews": 21, "category": "HVAC contractor", "categories": [ "HVAC contractor" ], "address": "4895 N Lone Elm Ave, Joplin, MO 64801", "hasPhone": true, "hasWebsite": true, "lat": 37.1428109, "lng": -94.5284432, "host": "z1-2call.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "street address", "addressCity": "Joplin", "inMarketCity": true, "hiddenAddress": false, "streetAddress": true, "distanceMiles": 4.1 }, "name": { "nameHasService": true, "nameServiceMatch": "Heating", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 8 }, "cat": { "categoryCount": 1, "acRepairPrimary": false, "acRepairAny": false, "acRepairSecondaryOnly": false, "hvacContractorPrimary": true, "hvacContractorAny": true, "hvacContractorSecondaryOnly": false, "acContractorPrimary": false, "acContractorAny": false, "acContractorSecondaryOnly": false }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Joplin, Missouri", "query": "ac repair Joplin, Missouri", "rank": 19, "url": "https://airmedicsheatingandairconditioning.com/", "title": "Air Medics Heating and Air Conditioning", "rating": 4.5, "reviews": 32, "category": "Air conditioning contractor", "categories": [ "Air conditioning contractor", "Service establishment" ], "address": null, "hasPhone": true, "hasWebsite": true, "lat": 37.076105, "lng": -94.324562, "host": "airmedicsheatingandairconditioning.com", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "no address", "addressCity": null, "inMarketCity": null, "hiddenAddress": true, "streetAddress": false, "distanceMiles": 10.4 }, "name": { "nameHasService": true, "nameServiceMatch": "Air", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 6 }, "cat": { "categoryCount": 2, "acRepairPrimary": false, "acRepairAny": false, "acRepairSecondaryOnly": false, "hvacContractorPrimary": false, "hvacContractorAny": false, "hvacContractorSecondaryOnly": false, "acContractorPrimary": true, "acContractorAny": true, "acContractorSecondaryOnly": false }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null }, { "market": "Joplin, Missouri", "query": "ac repair Joplin, Missouri", "rank": 20, "url": "https://brand.site/frostline-hvac", "title": "Frostline mechanical llc", "rating": 5, "reviews": 4, "category": "HVAC contractor", "categories": [ "HVAC contractor", "Service establishment" ], "address": null, "hasPhone": true, "hasWebsite": true, "lat": 36.9952, "lng": -94.451871, "host": "brand.site", "excluded": false, "reason": null, "isChain": false, "chainBy": null, "sitemap": null, "blog": null, "home": null, "loc": { "addressKind": "no address", "addressCity": null, "inMarketCity": null, "hiddenAddress": true, "streetAddress": false, "distanceMiles": 7 }, "name": { "nameHasService": true, "nameServiceMatch": "mechanical", "nameGeoMatch": null, "nameHasCity": false, "nameHasState": false, "nameHasGeo": false, "nameWords": 3 }, "cat": { "categoryCount": 2, "acRepairPrimary": false, "acRepairAny": false, "acRepairSecondaryOnly": false, "hvacContractorPrimary": true, "hvacContractorAny": true, "hvacContractorSecondaryOnly": false, "acContractorPrimary": false, "acContractorAny": false, "acContractorSecondaryOnly": false }, "city": { "cityPages": null, "cityPagesDedicated": null, "cityLandingPages": null, "hasPageForRankedCity": null, "cityPageExamples": [], "cityPostExamples": [] }, "shared": null } ], "excluded": [ { "market": "Abilene, Texas", "query": "ac repair Abilene, Texas", "rank": 17, "url": "https://www.abileneradiator.com/", "title": "Abilene Radiator & Air Conditioning", "rating": 4.3, "reviews": 90, "category": "Radiator repair service", "categories": [ "Radiator repair service" ], "address": "2010 Industrial Blvd, Abilene, TX 79602", "hasPhone": true, "hasWebsite": true, "lat": 32.401862099999995, "lng": -99.74735319999999, "host": "abileneradiator.com", "excluded": true, "reason": "radiator shop filed only under Radiator repair service, a vehicle repair category, not a home air conditioning contractor" }, { "market": "Rochester, Minnesota", "query": "ac repair Rochester, Minnesota", "rank": 19, "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, "host": "johnstonesupply.com", "excluded": true, "reason": "listed under \"Heating equipment supplier\", not the kind of business this study measures" }, { "market": "Cheyenne, Wyoming", "query": "ac repair Cheyenne, Wyoming", "rank": 17, "url": null, "title": "CD Services", "rating": 5, "reviews": 5, "category": "Small appliance repair service", "categories": [ "Small appliance repair service", "Appliance repair service", "Restaurant supply store" ], "address": "2017 E 13th St, Cheyenne, WY 82001", "hasPhone": true, "hasWebsite": false, "lat": 41.1372844, "lng": -104.79323869999999, "host": null, "excluded": true, "reason": "listed under \"Small appliance repair service\", not the kind of business this study measures", "siteUnmeasurable": "no website" }, { "market": "Cheyenne, Wyoming", "query": "ac repair Cheyenne, Wyoming", "rank": 18, "url": "http://mightyducts.net/", "title": "Mighty Ducts LLC", "rating": 4.9, "reviews": 854, "category": "Air duct cleaning service", "categories": [ "Air duct cleaning service", "Chimney sweep" ], "address": "2200 Missile Dr Ste B, Cheyenne, WY 82001", "hasPhone": true, "hasWebsite": true, "lat": 41.134521, "lng": -104.8350767, "host": "mightyducts.net", "excluded": true, "reason": "listed under \"Air duct cleaning service\", not the kind of business this study measures" }, { "market": "Wausau, Wisconsin", "query": "ac repair Wausau, Wisconsin", "rank": 20, "url": "https://dairystateduct.wixsite.com/dsdc", "title": "Dairy State duct cleaning", "rating": 5, "reviews": 127, "category": "Air duct cleaning service", "categories": [ "Air duct cleaning service" ], "address": "508 Spruce St, Wausau, WI 54401", "hasPhone": true, "hasWebsite": true, "lat": 44.965896799999996, "lng": -89.6419887, "host": "dairystateduct.wixsite.com", "excluded": true, "reason": "listed under \"Air duct cleaning service\", not the kind of business this study measures" } ] }