{
 "population": "Websites of U.S. HVAC contractors mapped in OpenStreetMap (craft=hvac, shop=hvac, trade=hvac, office=hvac, with a website/contact:website tag; manufacturer, distributor, directory and software hosts dropped), one row per registrable host, simple random sample of 400 hosts (seed 20261102); homepage read once in headless Chromium on 2026-11-02 UTC (Nov 1-2, U.S. time)",
 "frame_counts": {
  "osm_elements_returned": 1363,
  "records_out_of_scope": 0,
  "records_out_of_scope_by_reason": {},
  "records_on_government_or_education_hosts": 0,
  "records_with_usable_website": 1362,
  "records_on_aggregator_hosts": 68,
  "aggregator_hosts": 45,
  "records_on_practice_hosts": 1294,
  "frame_hosts": 1226,
  "hosts_shared_by_2plus_records": 57,
  "records_collapsed_into_shared_hosts": 68,
  "frame_hosts_with_state_tag": 1103
 },
 "aggregator_dropped": {
  "johnstonesupply.com": 7,
  "trane.com": 4,
  "facebook.com": 4,
  "habeggercorp.com": 4,
  "fwwebb.com": 3,
  "remichel.com": 2,
  "lockesupply.com": 2,
  "thegranitegroup.com": 2,
  "galarson.com": 2,
  "mwref.com": 2,
  "behler-young.com": 2,
  "fivestarmobilehomesupply.com": 1,
  "southsidecontrol.com": 1,
  "morscohvacsupply.com": 1,
  "dakotasupplygroup.com": 1,
  "indoorcomfortsupply.com": 1,
  "illinoisplumbingco.com": 1,
  "adamshvac.net": 1,
  "cdjones.com": 1,
  "yellowpages.com": 1,
  "tranesupply.com": 1,
  "weinsteinwestchester.com": 1,
  "goodmanmfg.com": 1,
  "daikincomfort.com": 1,
  "rsd.net": 1,
  "acunlimitedparts.com": 1,
  "wittichen-supply.com": 1,
  "hemscosupply.com": 1,
  "airmanagementsupply.com": 1,
  "rogerssupply.com": 1,
  "northeastern.com": 1,
  "thriftysupply.com": 1,
  "vinjeandson.com": 1,
  "ferguson.com": 1,
  "dubuquesupply.com": 1,
  "adobehvac.com": 1,
  "lennox.com": 1,
  "solarsupply.us": 1,
  "unitedsupplyusa.com": 1,
  "bakerdist.com": 1,
  "quinnsupply.com": 1,
  "crescentparts.com": 1,
  "abrwholesalers.com": 1,
  "hudsontech.com": 1,
  "uri.com": 1
 },
 "sample_seed": 20261102,
 "sample_n": 400,
 "crawl_date": "2026-11-02",
 "results": {
  "not_an_hvac_site": 28,
  "readable": 305,
  "blocked": 30,
  "error": 37
 },
 "not_readable": [
  {
   "host": "unionchill.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "equipment rental / manufacturer"
  },
  {
   "host": "perryelectric.net",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "hvacbogdan.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "thinkcertified.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 403,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "beaufortheatandair.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "thayerac.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "aceairconditioningheating.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "kchomeserve.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "us-ac.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "HVAC distributor / supply house"
  },
  {
   "host": "dynamichvac.net",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "spurkhvac.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "superiorhvactexas.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "no HVAC keyword on homepage (other business, supply house or reused domain)"
  },
  {
   "host": "parkerheat.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "gensco.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "HVAC distributor / supply house"
  },
  {
   "host": "sceliaplumbingheating.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "pantherhvac.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "wrightsheatingandairllc.com",
   "result": "error",
   "status": 404,
   "robots_http": 404,
   "reason": "HTTP 404"
  },
  {
   "host": "economyref.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "getquickdry.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "no HVAC keyword on homepage (other business, supply house or reused domain)"
  },
  {
   "host": "versatilerefrigerationllc.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "dynamicproductsllc.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "manufacturers' representative"
  },
  {
   "host": "clintontownshipheatingcooling.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "SSL error"
  },
  {
   "host": "macklinhomeheating.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "lellemwelchplbginc.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "strykertexas.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "greatfloors.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "no HVAC keyword on homepage (other business, supply house or reused domain)"
  },
  {
   "host": "jjplumbingheatair.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "motivaircorp.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 403,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "accurateheatingac.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 403,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "customclimatehvac.com",
   "result": "error",
   "status": 404,
   "robots_http": 404,
   "reason": "HTTP 404"
  },
  {
   "host": "acrepairaustin.org",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "townandcountryrefrigeration.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "timeout"
  },
  {
   "host": "jordan-mechanical.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "somdboyshvacrepair.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "barryshvacservice.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "connection error"
  },
  {
   "host": "hickeyelectricco.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "SSL error"
  },
  {
   "host": "weatherwiseheating.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "mrsmichael.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "sullivanmi.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "grandyassociates.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "cincyheatingandcooling.net",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "i-airsolutions.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "worldclassheating.net",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "airtekmech.com",
   "result": "blocked",
   "status": 202,
   "robots_http": 202,
   "reason": "bot wall / HTTP 202"
  },
  {
   "host": "jcmechanicalinc.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "no HVAC keyword on homepage (other business, supply house or reused domain)"
  },
  {
   "host": "hvacacs.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "schneidersacandheating.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "tknw.com",
   "result": "error",
   "status": 422,
   "robots_http": 200,
   "reason": "HTTP 422"
  },
  {
   "host": "advancedrefrigerationgj.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "gouldsac.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "smockhvac.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "centralheatingrefrigerationllc.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "ljrolls.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "amkoairconditioning.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "cpr-repairs.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "no HVAC keyword on homepage (other business, supply house or reused domain)"
  },
  {
   "host": "parkairfl.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "temperaturecontrolsystems.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 403,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "mvpelectric.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "wesco53.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "1stchoiceaircomfort.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "hoppyair.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "calwestair.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "connection error"
  },
  {
   "host": "dandchvac.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "kastenins.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "no HVAC keyword on homepage (other business, supply house or reused domain)"
  },
  {
   "host": "quietflex.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "no HVAC keyword on homepage (other business, supply house or reused domain)"
  },
  {
   "host": "kearsleyservice.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "comfortmastersdfw.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 403,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "temperatureproorlando.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "henrysheatandair.com",
   "result": "error",
   "status": 404,
   "robots_http": 404,
   "reason": "HTTP 404"
  },
  {
   "host": "coolcarehvac.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "duggerbrothers.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "bmconstructionhvac.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "duffetthomeservices.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "jandshvacelectrical.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "no HVAC keyword on homepage (other business, supply house or reused domain)"
  },
  {
   "host": "ultimateairfl.com",
   "result": "error",
   "status": 409,
   "robots_http": 409,
   "reason": "HTTP 409"
  },
  {
   "host": "azcompassair.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "saylorssystems.com",
   "result": "blocked",
   "status": 403,
   "robots_http": 200,
   "reason": "bot wall / HTTP 403"
  },
  {
   "host": "vogtheating.com",
   "result": "error",
   "status": 500,
   "robots_http": 200,
   "reason": "HTTP 500"
  },
  {
   "host": "slakey.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "HVAC distributor / supply house"
  },
  {
   "host": "eastwoodairlodi.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "SSL error"
  },
  {
   "host": "accurateairinc.net",
   "result": "error",
   "status": 404,
   "robots_http": 404,
   "reason": "HTTP 404"
  },
  {
   "host": "precisionheatingandcooling.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "associatedequipmentinc.com",
   "result": "not_an_hvac_site",
   "status": 202,
   "robots_http": 202,
   "reason": "HVAC distributor / supply house"
  },
  {
   "host": "lusbyheatingandair.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "nexthermal.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "equipment manufacturer"
  },
  {
   "host": "enviro-nc.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "carolinaairsystems.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "equipment manufacturer"
  },
  {
   "host": "desormeauxs.com",
   "result": "error",
   "status": 200,
   "robots_http": 200,
   "reason": "empty page"
  },
  {
   "host": "gilbertacrepairservices.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "SSL error"
  },
  {
   "host": "economyplusair.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "fmberkinc.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "parked / for sale / placeholder / maintenance"
  },
  {
   "host": "coolbreezehvacla.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "quickhvacsupply.com",
   "result": "not_an_hvac_site",
   "status": 200,
   "robots_http": 200,
   "reason": "HVAC distributor / supply house"
  },
  {
   "host": "comfortzoneinc.net",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  },
  {
   "host": "vent-onellc.com",
   "result": "error",
   "status": null,
   "robots_http": null,
   "reason": "DNS not resolved"
  }
 ],
 "indicators": {
  "video_player": {
   "k": 90,
   "n": 305,
   "pct": 29.5
  },
  "player_element": {
   "k": 76,
   "n": 305,
   "pct": 24.9
  },
  "video_self_hosted": {
   "k": 47,
   "n": 305,
   "pct": 15.4
  },
  "video_embedded": {
   "k": 33,
   "n": 305,
   "pct": 10.8
  },
  "autoplay_background_video": {
   "k": 33,
   "n": 305,
   "pct": 10.8
  },
  "autoplay_hero_video": {
   "k": 32,
   "n": 305,
   "pct": 10.5
  },
  "youtube_player": {
   "k": 29,
   "n": 305,
   "pct": 9.5
  },
  "vimeo_player": {
   "k": 5,
   "n": 305,
   "pct": 1.6
  },
  "youtube_channel_link": {
   "k": 92,
   "n": 305,
   "pct": 30.2
  },
  "facebook_link": {
   "k": 237,
   "n": 305,
   "pct": 77.7
  },
  "instagram_link": {
   "k": 108,
   "n": 305,
   "pct": 35.4
  },
  "tiktok_link": {
   "k": 15,
   "n": 305,
   "pct": 4.9
  },
  "x_link": {
   "k": 68,
   "n": 305,
   "pct": 22.3
  },
  "linkedin_link": {
   "k": 60,
   "n": 305,
   "pct": 19.7
  },
  "free_estimate": {
   "k": 109,
   "n": 305,
   "pct": 35.7
  },
  "maintenance_plan": {
   "k": 176,
   "n": 305,
   "pct": 57.7
  },
  "heat_pump_mention": {
   "k": 186,
   "n": 305,
   "pct": 61.0
  },
  "ductless_mini_split": {
   "k": 170,
   "n": 305,
   "pct": 55.7
  },
  "indoor_air_quality": {
   "k": 201,
   "n": 305,
   "pct": 65.9
  },
  "emergency_24_7": {
   "k": 207,
   "n": 305,
   "pct": 67.9
  },
  "rebates_tax_credits": {
   "k": 65,
   "n": 305,
   "pct": 21.3
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 },
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  "results": {
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   "readable": 304,
   "blocked": 30,
   "error": 37
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   "youtube_player": {
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   "vimeo_player": {
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    "pct": 1.6
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   "youtube_channel_link": {
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    "pct": 29.9
   },
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   "heat_pump_mention": {
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    "pct": 60.9
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    "pct": 55.6
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   "indoor_air_quality": {
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    "pct": 65.8
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    "pct": 15.8
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    "pct": 3.6
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    "pct": 1.3
   },
   "dealer_american_standard_ccd": {
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    "pct": 0.7
   },
   "dealer_mitsubishi_diamond": {
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    "pct": 3.6
   },
   "dealer_york_cce": {
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    "pct": 0.3
   },
   "dealer_other_brand_authorized": {
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    "pct": 1.0
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   "manufacturer_brand_named": {
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    "pct": 43.8
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    "n": 304,
    "pct": 16.4
   },
   "meet_the_team": {
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    "n": 304,
    "pct": 18.4
   },
   "financing": {
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    "n": 304,
    "pct": 67.8
   },
   "warranty": {
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    "pct": 47.7
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   "reviews_testimonials": {
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    "pct": 77.6
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   "gallery_or_projects": {
    "k": 71,
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    "pct": 23.4
   },
   "online_form": {
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    "pct": 51.0
   },
   "quote_or_estimate_request": {
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    "pct": 38.8
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   "online_booking_widget": {
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    "pct": 18.8
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    "pct": 53.6
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   "careers_link": {
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   "chat_widget": {
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    "pct": 24.0
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    "pct": 55.6
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    "pct": 36.8
   },
   "electrical_mention": {
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    "pct": 24.0
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   "tel_link": {
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    "pct": 85.9
   },
   "corporate_chain": {
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    "pct": 2.3
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 },
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  "family/franchise statement: Family Plumbing and Heating": 2,
  "name: Aire Serv": 1,
  "family/franchise statement: Hobson AC and Comfort Experts Inc.": 1,
  "host: Aire Serv (franchise, Neighborly)": 1,
  "name: Service Experts": 1
 },
 "online_booking_vendors": {
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  "Housecall Pro": 7,
  "Thryv / vCita": 7,
  "Schedule Engine": 4,
  "Netic": 1,
  "Calendly": 1,
  "Workiz": 1,
  "Jobber": 1,
  "Square Appointments": 1
 },
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  "dealer_badge_any": 69,
  "dealer_named_program": 48,
  "dealer_carrier_bryant_fad": 11,
  "dealer_trane_comfort_specialist": 12,
  "dealer_lennox_premier": 7,
  "dealer_daikin_comfort_pro": 3,
  "dealer_rheem_ruud_pro_partner": 4,
  "dealer_american_standard_ccd": 2,
  "dealer_mitsubishi_diamond": 11,
  "dealer_york_cce": 1,
  "dealer_other_brand_authorized": 3
 },
 "video_and_maintenance_plan": 54,
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  "counts": {
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   "YouTube": 29,
   "click-to-play (host not identified)": 11,
   "Vimeo": 5
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 },
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  "click_to_play_only": 14,
  "hidden_embed_only": 0
 },
 "video_self_hosted_only": 46,
 "video_embedded_only": 32,
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  "1": 75,
  "2": 60,
  "3": 58,
  "4": 36,
  "5": 11,
  "6": 2
 },
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}