{"version":1,"generatedAt":"2026-10-26T21:29:30.487Z","county":{"name":"Harford County","state":"MD","slug":"harford-county-md"},"measured":{"firstAt":"2026-10-01T19:52:54.062+00:00","lastAt":"2026-10-24T04:23:25.458+00:00"},"questionsPerBoard":3,"repeats":3,"total":{"boards":72,"answers":2137,"aiAnswers":1944,"googleSearches":193,"named":2226,"namedPerBoard":30.9,"maps":1213,"never":501,"neverShare":0.413,"top3":4017,"mentions":12239,"top3Share":0.328,"sources":[{"key":"own","label":"Local business websites","answers":1432,"share":0.67},{"key":"other","label":"Other sites","answers":665,"share":0.311},{"key":"angi","label":"Angi","answers":651,"share":0.305},{"key":"yelp","label":"Yelp","answers":538,"share":0.252},{"key":"quotes","label":"Quote and “best of” sites","answers":514,"share":0.241},{"key":"google","label":"Google Maps and Search","answers":441,"share":0.206},{"key":"homeadvisor","label":"HomeAdvisor","answers":389,"share":0.182},{"key":"yp","label":"Yellow Pages and Superpages","answers":293,"share":0.137},{"key":"facebook","label":"Facebook","answers":195,"share":0.091},{"key":"health","label":"Healthgrades and WebMD","answers":120,"share":0.056},{"key":"bbb","label":"BBB","answers":115,"share":0.054},{"key":"birdeye","label":"Birdeye","answers":110,"share":0.051},{"key":"houzz","label":"Houzz","answers":81,"share":0.038},{"key":"nextdoor","label":"Nextdoor","answers":79,"share":0.037},{"key":"porch","label":"Porch","answers":66,"share":0.031},{"key":"legal","label":"Lawyer directories","answers":62,"share":0.029},{"key":"mapquest","label":"MapQuest","answers":46,"share":0.022},{"key":"news","label":"Local news, guides and Wikipedia","answers":41,"share":0.019},{"key":"thumbtack","label":"Thumbtack","answers":37,"share":0.017},{"key":"expertise","label":"Expertise.com","answers":18,"share":0.008},{"key":"reddit","label":"Reddit","answers":17,"share":0.008}],"ratings":{"named":{"businesses":712,"rated":696,"medianRating":4.9,"medianReviews":68,"under40":18,"atLeast45":647},"never":{"businesses":501,"rated":489,"medianRating":5,"medianReviews":30,"under40":21,"atLeast45":444}}},"trades":[{"slug":"electricians","plural":"electricians","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":158,"namedPerBoard":39.5,"maps":77,"never":46,"neverShare":0.597,"top3":192,"mentions":868,"top3Share":0.221,"sources":[{"key":"own","label":"Local business websites","answers":63,"share":0.525},{"key":"angi","label":"Angi","answers":57,"share":0.475},{"key":"quotes","label":"Quote and “best of” sites","answers":47,"share":0.392},{"key":"homeadvisor","label":"HomeAdvisor","answers":46,"share":0.383},{"key":"yelp","label":"Yelp","answers":39,"share":0.325},{"key":"google","label":"Google Maps and Search","answers":37,"share":0.308},{"key":"other","label":"Other sites","answers":34,"share":0.283},{"key":"yp","label":"Yellow Pages and Superpages","answers":29,"share":0.242},{"key":"nextdoor","label":"Nextdoor","answers":10,"share":0.083},{"key":"bbb","label":"BBB","answers":8,"share":0.067},{"key":"birdeye","label":"Birdeye","answers":7,"share":0.058},{"key":"news","label":"Local news, guides and Wikipedia","answers":6,"share":0.05},{"key":"porch","label":"Porch","answers":6,"share":0.05},{"key":"facebook","label":"Facebook","answers":1,"share":0.008}],"ratings":{"named":{"businesses":31,"rated":30,"medianRating":5,"medianReviews":55.5,"under40":0,"atLeast45":29},"never":{"businesses":46,"rated":44,"medianRating":5,"medianReviews":24,"under40":1,"atLeast45":42}}},{"slug":"personal-injury-lawyers","plural":"personal injury lawyers","home":false,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":137,"namedPerBoard":34.3,"maps":66,"never":36,"neverShare":0.545,"top3":188,"mentions":586,"top3Share":0.321,"sources":[{"key":"own","label":"Local business websites","answers":97,"share":0.808},{"key":"legal","label":"Lawyer directories","answers":62,"share":0.517},{"key":"other","label":"Other sites","answers":26,"share":0.217},{"key":"google","label":"Google Maps and Search","answers":9,"share":0.075},{"key":"bbb","label":"BBB","answers":2,"share":0.017},{"key":"yelp","label":"Yelp","answers":2,"share":0.017},{"key":"yp","label":"Yellow Pages and Superpages","answers":1,"share":0.008}],"ratings":{"named":{"businesses":30,"rated":29,"medianRating":4.9,"medianReviews":71,"under40":1,"atLeast45":24},"never":{"businesses":36,"rated":36,"medianRating":4.9,"medianReviews":41.5,"under40":0,"atLeast45":32}}},{"slug":"landscapers","plural":"landscapers","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md","joppa-md","fallston-md","forest-hill-md"],"boards":7,"answers":204,"aiAnswers":189,"googleSearches":15,"named":346,"namedPerBoard":49.4,"maps":131,"never":67,"neverShare":0.511,"top3":349,"mentions":1495,"top3Share":0.233,"sources":[{"key":"own","label":"Local business websites","answers":122,"share":0.598},{"key":"angi","label":"Angi","answers":104,"share":0.51},{"key":"quotes","label":"Quote and “best of” sites","answers":100,"share":0.49},{"key":"other","label":"Other sites","answers":88,"share":0.431},{"key":"homeadvisor","label":"HomeAdvisor","answers":58,"share":0.284},{"key":"yelp","label":"Yelp","answers":42,"share":0.206},{"key":"houzz","label":"Houzz","answers":40,"share":0.196},{"key":"google","label":"Google Maps and Search","answers":35,"share":0.172},{"key":"facebook","label":"Facebook","answers":26,"share":0.127},{"key":"yp","label":"Yellow Pages and Superpages","answers":23,"share":0.113},{"key":"bbb","label":"BBB","answers":9,"share":0.044},{"key":"mapquest","label":"MapQuest","answers":8,"share":0.039},{"key":"thumbtack","label":"Thumbtack","answers":4,"share":0.02},{"key":"birdeye","label":"Birdeye","answers":2,"share":0.01},{"key":"nextdoor","label":"Nextdoor","answers":2,"share":0.01},{"key":"porch","label":"Porch","answers":1,"share":0.005}],"ratings":{"named":{"businesses":64,"rated":64,"medianRating":4.9,"medianReviews":33,"under40":2,"atLeast45":57},"never":{"businesses":67,"rated":66,"medianRating":5,"medianReviews":24.5,"under40":2,"atLeast45":60}}},{"slug":"garage-door-companies","plural":"garage door companies","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":91,"namedPerBoard":22.8,"maps":62,"never":30,"neverShare":0.484,"top3":250,"mentions":640,"top3Share":0.391,"sources":[{"key":"own","label":"Local business websites","answers":75,"share":0.625},{"key":"angi","label":"Angi","answers":48,"share":0.4},{"key":"other","label":"Other sites","answers":45,"share":0.375},{"key":"google","label":"Google Maps and Search","answers":37,"share":0.308},{"key":"yelp","label":"Yelp","answers":34,"share":0.283},{"key":"homeadvisor","label":"HomeAdvisor","answers":15,"share":0.125},{"key":"nextdoor","label":"Nextdoor","answers":15,"share":0.125},{"key":"porch","label":"Porch","answers":12,"share":0.1},{"key":"mapquest","label":"MapQuest","answers":10,"share":0.083},{"key":"yp","label":"Yellow Pages and Superpages","answers":7,"share":0.058},{"key":"facebook","label":"Facebook","answers":6,"share":0.05},{"key":"bbb","label":"BBB","answers":4,"share":0.033},{"key":"quotes","label":"Quote and “best of” sites","answers":4,"share":0.033}],"ratings":{"named":{"businesses":32,"rated":32,"medianRating":5,"medianReviews":119.5,"under40":0,"atLeast45":32},"never":{"businesses":30,"rated":29,"medianRating":5,"medianReviews":39,"under40":0,"atLeast45":29}}},{"slug":"car-detailers","plural":"car detailers","home":false,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":93,"namedPerBoard":23.3,"maps":78,"never":36,"neverShare":0.462,"top3":243,"mentions":591,"top3Share":0.411,"sources":[{"key":"own","label":"Local business websites","answers":97,"share":0.808},{"key":"other","label":"Other sites","answers":33,"share":0.275},{"key":"quotes","label":"Quote and “best of” sites","answers":30,"share":0.25},{"key":"yelp","label":"Yelp","answers":27,"share":0.225},{"key":"yp","label":"Yellow Pages and Superpages","answers":25,"share":0.208},{"key":"facebook","label":"Facebook","answers":20,"share":0.167},{"key":"google","label":"Google Maps and Search","answers":11,"share":0.092},{"key":"nextdoor","label":"Nextdoor","answers":9,"share":0.075},{"key":"bbb","label":"BBB","answers":8,"share":0.067},{"key":"birdeye","label":"Birdeye","answers":6,"share":0.05},{"key":"thumbtack","label":"Thumbtack","answers":6,"share":0.05},{"key":"mapquest","label":"MapQuest","answers":3,"share":0.025},{"key":"reddit","label":"Reddit","answers":2,"share":0.017},{"key":"news","label":"Local news, guides and Wikipedia","answers":1,"share":0.008}],"ratings":{"named":{"businesses":42,"rated":41,"medianRating":5,"medianReviews":92,"under40":2,"atLeast45":38},"never":{"businesses":36,"rated":36,"medianRating":5,"medianReviews":28,"under40":2,"atLeast45":34}}},{"slug":"plumbers","plural":"plumbers","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md","edgewood-md","fallston-md"],"boards":6,"answers":178,"aiAnswers":162,"googleSearches":16,"named":212,"namedPerBoard":35.3,"maps":94,"never":40,"neverShare":0.426,"top3":309,"mentions":1126,"top3Share":0.274,"sources":[{"key":"own","label":"Local business websites","answers":133,"share":0.747},{"key":"angi","label":"Angi","answers":85,"share":0.478},{"key":"other","label":"Other sites","answers":51,"share":0.287},{"key":"homeadvisor","label":"HomeAdvisor","answers":50,"share":0.281},{"key":"yelp","label":"Yelp","answers":46,"share":0.258},{"key":"yp","label":"Yellow Pages and Superpages","answers":35,"share":0.197},{"key":"quotes","label":"Quote and “best of” sites","answers":30,"share":0.169},{"key":"google","label":"Google Maps and Search","answers":28,"share":0.157},{"key":"facebook","label":"Facebook","answers":20,"share":0.112},{"key":"expertise","label":"Expertise.com","answers":10,"share":0.056},{"key":"porch","label":"Porch","answers":8,"share":0.045},{"key":"nextdoor","label":"Nextdoor","answers":5,"share":0.028},{"key":"bbb","label":"BBB","answers":4,"share":0.022},{"key":"mapquest","label":"MapQuest","answers":3,"share":0.017},{"key":"reddit","label":"Reddit","answers":3,"share":0.017},{"key":"houzz","label":"Houzz","answers":2,"share":0.011}],"ratings":{"named":{"businesses":54,"rated":52,"medianRating":4.9,"medianReviews":173,"under40":2,"atLeast45":46},"never":{"businesses":40,"rated":38,"medianRating":5,"medianReviews":25.5,"under40":3,"atLeast45":34}}},{"slug":"med-spas","plural":"med spas","home":false,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":81,"namedPerBoard":20.3,"maps":59,"never":24,"neverShare":0.407,"top3":259,"mentions":518,"top3Share":0.5,"sources":[{"key":"own","label":"Local business websites","answers":106,"share":0.883},{"key":"yelp","label":"Yelp","answers":38,"share":0.317},{"key":"other","label":"Other sites","answers":35,"share":0.292},{"key":"quotes","label":"Quote and “best of” sites","answers":32,"share":0.267},{"key":"yp","label":"Yellow Pages and Superpages","answers":23,"share":0.192},{"key":"facebook","label":"Facebook","answers":17,"share":0.142},{"key":"news","label":"Local news, guides and Wikipedia","answers":17,"share":0.142},{"key":"birdeye","label":"Birdeye","answers":14,"share":0.117},{"key":"google","label":"Google Maps and Search","answers":11,"share":0.092},{"key":"bbb","label":"BBB","answers":3,"share":0.025},{"key":"health","label":"Healthgrades and WebMD","answers":3,"share":0.025}],"ratings":{"named":{"businesses":35,"rated":35,"medianRating":4.9,"medianReviews":154,"under40":0,"atLeast45":34},"never":{"businesses":24,"rated":24,"medianRating":4.9,"medianReviews":108.5,"under40":3,"atLeast45":20}}},{"slug":"roofers","plural":"roofers","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md","edgewood-md","joppa-md","fallston-md","forest-hill-md"],"boards":8,"answers":234,"aiAnswers":216,"googleSearches":18,"named":288,"namedPerBoard":36,"maps":126,"never":51,"neverShare":0.405,"top3":425,"mentions":1490,"top3Share":0.285,"sources":[{"key":"own","label":"Local business websites","answers":166,"share":0.709},{"key":"angi","label":"Angi","answers":122,"share":0.521},{"key":"other","label":"Other sites","answers":80,"share":0.342},{"key":"homeadvisor","label":"HomeAdvisor","answers":68,"share":0.291},{"key":"quotes","label":"Quote and “best of” sites","answers":67,"share":0.286},{"key":"yelp","label":"Yelp","answers":61,"share":0.261},{"key":"google","label":"Google Maps and Search","answers":45,"share":0.192},{"key":"bbb","label":"BBB","answers":31,"share":0.132},{"key":"yp","label":"Yellow Pages and Superpages","answers":27,"share":0.115},{"key":"facebook","label":"Facebook","answers":19,"share":0.081},{"key":"porch","label":"Porch","answers":15,"share":0.064},{"key":"birdeye","label":"Birdeye","answers":10,"share":0.043},{"key":"nextdoor","label":"Nextdoor","answers":6,"share":0.026},{"key":"thumbtack","label":"Thumbtack","answers":4,"share":0.017},{"key":"reddit","label":"Reddit","answers":3,"share":0.013}],"ratings":{"named":{"businesses":75,"rated":73,"medianRating":5,"medianReviews":74,"under40":1,"atLeast45":68},"never":{"businesses":51,"rated":51,"medianRating":4.9,"medianReviews":50,"under40":2,"atLeast45":47}}},{"slug":"house-cleaners","plural":"house cleaners","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":124,"namedPerBoard":31,"maps":69,"never":27,"neverShare":0.391,"top3":236,"mentions":750,"top3Share":0.315,"sources":[{"key":"angi","label":"Angi","answers":68,"share":0.567},{"key":"own","label":"Local business websites","answers":65,"share":0.542},{"key":"quotes","label":"Quote and “best of” sites","answers":53,"share":0.442},{"key":"google","label":"Google Maps and Search","answers":37,"share":0.308},{"key":"homeadvisor","label":"HomeAdvisor","answers":35,"share":0.292},{"key":"yelp","label":"Yelp","answers":35,"share":0.292},{"key":"other","label":"Other sites","answers":27,"share":0.225},{"key":"yp","label":"Yellow Pages and Superpages","answers":27,"share":0.225},{"key":"thumbtack","label":"Thumbtack","answers":18,"share":0.15},{"key":"porch","label":"Porch","answers":12,"share":0.1},{"key":"nextdoor","label":"Nextdoor","answers":7,"share":0.058},{"key":"bbb","label":"BBB","answers":5,"share":0.042},{"key":"facebook","label":"Facebook","answers":3,"share":0.025},{"key":"reddit","label":"Reddit","answers":1,"share":0.008}],"ratings":{"named":{"businesses":42,"rated":40,"medianRating":5,"medianReviews":21,"under40":1,"atLeast45":39},"never":{"businesses":27,"rated":26,"medianRating":5,"medianReviews":12,"under40":1,"atLeast45":25}}},{"slug":"hvac-companies","plural":"hvac companies","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md","edgewood-md","joppa-md","forest-hill-md"],"boards":7,"answers":201,"aiAnswers":189,"googleSearches":12,"named":241,"namedPerBoard":34.4,"maps":135,"never":49,"neverShare":0.363,"top3":392,"mentions":1299,"top3Share":0.302,"sources":[{"key":"own","label":"Local business websites","answers":147,"share":0.731},{"key":"angi","label":"Angi","answers":91,"share":0.453},{"key":"other","label":"Other sites","answers":87,"share":0.433},{"key":"homeadvisor","label":"HomeAdvisor","answers":60,"share":0.299},{"key":"yelp","label":"Yelp","answers":53,"share":0.264},{"key":"google","label":"Google Maps and Search","answers":45,"share":0.224},{"key":"quotes","label":"Quote and “best of” sites","answers":45,"share":0.224},{"key":"mapquest","label":"MapQuest","answers":16,"share":0.08},{"key":"yp","label":"Yellow Pages and Superpages","answers":16,"share":0.08},{"key":"birdeye","label":"Birdeye","answers":14,"share":0.07},{"key":"facebook","label":"Facebook","answers":14,"share":0.07},{"key":"nextdoor","label":"Nextdoor","answers":9,"share":0.045},{"key":"bbb","label":"BBB","answers":7,"share":0.035},{"key":"expertise","label":"Expertise.com","answers":6,"share":0.03},{"key":"porch","label":"Porch","answers":5,"share":0.025},{"key":"thumbtack","label":"Thumbtack","answers":3,"share":0.015}],"ratings":{"named":{"businesses":86,"rated":83,"medianRating":4.9,"medianReviews":77,"under40":2,"atLeast45":78},"never":{"businesses":49,"rated":48,"medianRating":5,"medianReviews":17.5,"under40":4,"atLeast45":42}}},{"slug":"chiropractors","plural":"chiropractors","home":false,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":73,"namedPerBoard":18.3,"maps":43,"never":15,"neverShare":0.349,"top3":223,"mentions":416,"top3Share":0.536,"sources":[{"key":"health","label":"Healthgrades and WebMD","answers":63,"share":0.525},{"key":"own","label":"Local business websites","answers":58,"share":0.483},{"key":"google","label":"Google Maps and Search","answers":41,"share":0.342},{"key":"yelp","label":"Yelp","answers":31,"share":0.258},{"key":"other","label":"Other sites","answers":26,"share":0.217},{"key":"facebook","label":"Facebook","answers":21,"share":0.175},{"key":"yp","label":"Yellow Pages and Superpages","answers":15,"share":0.125},{"key":"birdeye","label":"Birdeye","answers":10,"share":0.083},{"key":"quotes","label":"Quote and “best of” sites","answers":10,"share":0.083},{"key":"mapquest","label":"MapQuest","answers":2,"share":0.017}],"ratings":{"named":{"businesses":28,"rated":28,"medianRating":5,"medianReviews":70,"under40":0,"atLeast45":28},"never":{"businesses":15,"rated":14,"medianRating":4.95,"medianReviews":27,"under40":1,"atLeast45":12}}},{"slug":"painters","plural":"painters","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":101,"namedPerBoard":25.3,"maps":72,"never":22,"neverShare":0.306,"top3":252,"mentions":569,"top3Share":0.443,"sources":[{"key":"own","label":"Local business websites","answers":49,"share":0.408},{"key":"angi","label":"Angi","answers":45,"share":0.375},{"key":"houzz","label":"Houzz","answers":39,"share":0.325},{"key":"homeadvisor","label":"HomeAdvisor","answers":37,"share":0.308},{"key":"google","label":"Google Maps and Search","answers":36,"share":0.3},{"key":"yelp","label":"Yelp","answers":35,"share":0.292},{"key":"bbb","label":"BBB","answers":24,"share":0.2},{"key":"other","label":"Other sites","answers":21,"share":0.175},{"key":"quotes","label":"Quote and “best of” sites","answers":14,"share":0.117},{"key":"yp","label":"Yellow Pages and Superpages","answers":9,"share":0.075},{"key":"birdeye","label":"Birdeye","answers":8,"share":0.067},{"key":"facebook","label":"Facebook","answers":6,"share":0.05},{"key":"news","label":"Local news, guides and Wikipedia","answers":6,"share":0.05},{"key":"nextdoor","label":"Nextdoor","answers":3,"share":0.025},{"key":"expertise","label":"Expertise.com","answers":2,"share":0.017},{"key":"thumbtack","label":"Thumbtack","answers":2,"share":0.017},{"key":"mapquest","label":"MapQuest","answers":1,"share":0.008},{"key":"porch","label":"Porch","answers":1,"share":0.008}],"ratings":{"named":{"businesses":50,"rated":48,"medianRating":4.9,"medianReviews":35,"under40":0,"atLeast45":48},"never":{"businesses":22,"rated":22,"medianRating":5,"medianReviews":22.5,"under40":0,"atLeast45":22}}},{"slug":"hair-salons","plural":"hair salons","home":false,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":87,"namedPerBoard":21.8,"maps":70,"never":21,"neverShare":0.3,"top3":247,"mentions":614,"top3Share":0.402,"sources":[{"key":"own","label":"Local business websites","answers":96,"share":0.8},{"key":"quotes","label":"Quote and “best of” sites","answers":39,"share":0.325},{"key":"other","label":"Other sites","answers":34,"share":0.283},{"key":"facebook","label":"Facebook","answers":33,"share":0.275},{"key":"yelp","label":"Yelp","answers":31,"share":0.258},{"key":"yp","label":"Yellow Pages and Superpages","answers":19,"share":0.158},{"key":"birdeye","label":"Birdeye","answers":14,"share":0.117},{"key":"google","label":"Google Maps and Search","answers":11,"share":0.092},{"key":"news","label":"Local news, guides and Wikipedia","answers":11,"share":0.092},{"key":"nextdoor","label":"Nextdoor","answers":9,"share":0.075},{"key":"reddit","label":"Reddit","answers":4,"share":0.033},{"key":"bbb","label":"BBB","answers":2,"share":0.017}],"ratings":{"named":{"businesses":49,"rated":49,"medianRating":4.8,"medianReviews":81,"under40":0,"atLeast45":45},"never":{"businesses":21,"rated":19,"medianRating":4.8,"medianReviews":79,"under40":0,"atLeast45":16}}},{"slug":"dentists","plural":"dentists","home":false,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":98,"namedPerBoard":24.5,"maps":77,"never":23,"neverShare":0.299,"top3":207,"mentions":514,"top3Share":0.403,"sources":[{"key":"own","label":"Local business websites","answers":86,"share":0.717},{"key":"health","label":"Healthgrades and WebMD","answers":54,"share":0.45},{"key":"other","label":"Other sites","answers":50,"share":0.417},{"key":"yelp","label":"Yelp","answers":31,"share":0.258},{"key":"google","label":"Google Maps and Search","answers":22,"share":0.183},{"key":"yp","label":"Yellow Pages and Superpages","answers":18,"share":0.15},{"key":"birdeye","label":"Birdeye","answers":14,"share":0.117},{"key":"quotes","label":"Quote and “best of” sites","answers":8,"share":0.067},{"key":"facebook","label":"Facebook","answers":5,"share":0.042}],"ratings":{"named":{"businesses":54,"rated":54,"medianRating":4.8,"medianReviews":286,"under40":4,"atLeast45":47},"never":{"businesses":23,"rated":23,"medianRating":4.8,"medianReviews":88,"under40":2,"atLeast45":19}}},{"slug":"pest-control","plural":"pest control","home":true,"towns":["bel-air-md","aberdeen-md","abingdon-md","havre-de-grace-md"],"boards":4,"answers":120,"aiAnswers":108,"googleSearches":12,"named":96,"namedPerBoard":24,"maps":54,"never":14,"neverShare":0.259,"top3":245,"mentions":763,"top3Share":0.321,"sources":[{"key":"own","label":"Local business websites","answers":72,"share":0.6},{"key":"google","label":"Google Maps and Search","answers":36,"share":0.3},{"key":"quotes","label":"Quote and “best of” sites","answers":35,"share":0.292},{"key":"yelp","label":"Yelp","answers":33,"share":0.275},{"key":"angi","label":"Angi","answers":31,"share":0.258},{"key":"other","label":"Other sites","answers":28,"share":0.233},{"key":"homeadvisor","label":"HomeAdvisor","answers":20,"share":0.167},{"key":"yp","label":"Yellow Pages and Superpages","answers":19,"share":0.158},{"key":"birdeye","label":"Birdeye","answers":11,"share":0.092},{"key":"bbb","label":"BBB","answers":8,"share":0.067},{"key":"porch","label":"Porch","answers":6,"share":0.05},{"key":"facebook","label":"Facebook","answers":4,"share":0.033},{"key":"nextdoor","label":"Nextdoor","answers":4,"share":0.033},{"key":"reddit","label":"Reddit","answers":4,"share":0.033},{"key":"mapquest","label":"MapQuest","answers":3,"share":0.025}],"ratings":{"named":{"businesses":40,"rated":38,"medianRating":4.9,"medianReviews":97.5,"under40":3,"atLeast45":34},"never":{"businesses":14,"rated":13,"medianRating":5,"medianReviews":109,"under40":0,"atLeast45":10}}}],"towns":[{"slug":"bel-air-md","city":"Bel Air","boards":15,"answers":447,"aiAnswers":405,"googleSearches":42,"named":460,"namedPerBoard":30.7,"maps":267,"never":94,"neverShare":0.352,"top3":890,"mentions":2619,"top3Share":0.34,"sources":[{"key":"own","label":"Local business websites","answers":333,"share":0.745},{"key":"other","label":"Other sites","answers":141,"share":0.315},{"key":"angi","label":"Angi","answers":124,"share":0.277},{"key":"yelp","label":"Yelp","answers":116,"share":0.26},{"key":"google","label":"Google Maps and Search","answers":78,"share":0.174},{"key":"quotes","label":"Quote and “best of” sites","answers":70,"share":0.157},{"key":"homeadvisor","label":"HomeAdvisor","answers":67,"share":0.15},{"key":"yp","label":"Yellow Pages and Superpages","answers":55,"share":0.123},{"key":"facebook","label":"Facebook","answers":30,"share":0.067},{"key":"health","label":"Healthgrades and WebMD","answers":30,"share":0.067},{"key":"porch","label":"Porch","answers":21,"share":0.047},{"key":"houzz","label":"Houzz","answers":16,"share":0.036},{"key":"birdeye","label":"Birdeye","answers":15,"share":0.034},{"key":"expertise","label":"Expertise.com","answers":15,"share":0.034},{"key":"bbb","label":"BBB","answers":10,"share":0.022},{"key":"legal","label":"Lawyer directories","answers":10,"share":0.022},{"key":"nextdoor","label":"Nextdoor","answers":9,"share":0.02},{"key":"reddit","label":"Reddit","answers":7,"share":0.016},{"key":"thumbtack","label":"Thumbtack","answers":6,"share":0.013},{"key":"mapquest","label":"MapQuest","answers":4,"share":0.009},{"key":"news","label":"Local news, guides and Wikipedia","answers":3,"share":0.007}],"ratings":{"named":{"businesses":173,"rated":173,"medianRating":4.9,"medianReviews":96,"under40":1,"atLeast45":168},"never":{"businesses":94,"rated":92,"medianRating":5,"medianReviews":24.5,"under40":0,"atLeast45":90}}},{"slug":"aberdeen-md","city":"Aberdeen","boards":15,"answers":450,"aiAnswers":405,"googleSearches":45,"named":432,"namedPerBoard":28.8,"maps":232,"never":103,"neverShare":0.444,"top3":834,"mentions":2376,"top3Share":0.351,"sources":[{"key":"own","label":"Local business websites","answers":299,"share":0.664},{"key":"other","label":"Other sites","answers":140,"share":0.311},{"key":"angi","label":"Angi","answers":125,"share":0.278},{"key":"quotes","label":"Quote and “best of” sites","answers":121,"share":0.269},{"key":"yelp","label":"Yelp","answers":108,"share":0.24},{"key":"google","label":"Google Maps and Search","answers":89,"share":0.198},{"key":"homeadvisor","label":"HomeAdvisor","answers":84,"share":0.187},{"key":"yp","label":"Yellow Pages and Superpages","answers":65,"share":0.144},{"key":"facebook","label":"Facebook","answers":45,"share":0.1},{"key":"bbb","label":"BBB","answers":32,"share":0.071},{"key":"health","label":"Healthgrades and WebMD","answers":29,"share":0.064},{"key":"houzz","label":"Houzz","answers":26,"share":0.058},{"key":"porch","label":"Porch","answers":19,"share":0.042},{"key":"legal","label":"Lawyer directories","answers":16,"share":0.036},{"key":"thumbtack","label":"Thumbtack","answers":16,"share":0.036},{"key":"nextdoor","label":"Nextdoor","answers":14,"share":0.031},{"key":"birdeye","label":"Birdeye","answers":11,"share":0.024},{"key":"mapquest","label":"MapQuest","answers":3,"share":0.007},{"key":"reddit","label":"Reddit","answers":3,"share":0.007},{"key":"news","label":"Local news, guides and Wikipedia","answers":1,"share":0.002}],"ratings":{"named":{"businesses":129,"rated":125,"medianRating":4.9,"medianReviews":70,"under40":4,"atLeast45":112},"never":{"businesses":103,"rated":98,"medianRating":5,"medianReviews":32,"under40":5,"atLeast45":85}}},{"slug":"abingdon-md","city":"Abingdon","boards":15,"answers":450,"aiAnswers":405,"googleSearches":45,"named":436,"namedPerBoard":29.1,"maps":270,"never":114,"neverShare":0.422,"top3":812,"mentions":2325,"top3Share":0.349,"sources":[{"key":"own","label":"Local business websites","answers":308,"share":0.684},{"key":"angi","label":"Angi","answers":120,"share":0.267},{"key":"yelp","label":"Yelp","answers":114,"share":0.253},{"key":"other","label":"Other sites","answers":104,"share":0.231},{"key":"quotes","label":"Quote and “best of” sites","answers":102,"share":0.227},{"key":"homeadvisor","label":"HomeAdvisor","answers":96,"share":0.213},{"key":"google","label":"Google Maps and Search","answers":81,"share":0.18},{"key":"yp","label":"Yellow Pages and Superpages","answers":78,"share":0.173},{"key":"health","label":"Healthgrades and WebMD","answers":32,"share":0.071},{"key":"birdeye","label":"Birdeye","answers":28,"share":0.062},{"key":"bbb","label":"BBB","answers":24,"share":0.053},{"key":"facebook","label":"Facebook","answers":18,"share":0.04},{"key":"legal","label":"Lawyer directories","answers":18,"share":0.04},{"key":"nextdoor","label":"Nextdoor","answers":15,"share":0.033},{"key":"thumbtack","label":"Thumbtack","answers":10,"share":0.022},{"key":"reddit","label":"Reddit","answers":6,"share":0.013},{"key":"mapquest","label":"MapQuest","answers":5,"share":0.011},{"key":"news","label":"Local news, guides and Wikipedia","answers":1,"share":0.002}],"ratings":{"named":{"businesses":156,"rated":151,"medianRating":4.9,"medianReviews":86,"under40":3,"atLeast45":143},"never":{"businesses":114,"rated":113,"medianRating":5,"medianReviews":38,"under40":5,"atLeast45":102}}},{"slug":"havre-de-grace-md","city":"Havre de Grace","boards":15,"answers":450,"aiAnswers":405,"googleSearches":45,"named":457,"namedPerBoard":30.5,"maps":219,"never":87,"neverShare":0.397,"top3":844,"mentions":2554,"top3Share":0.33,"sources":[{"key":"own","label":"Local business websites","answers":302,"share":0.671},{"key":"other","label":"Other sites","answers":155,"share":0.344},{"key":"angi","label":"Angi","answers":116,"share":0.258},{"key":"quotes","label":"Quote and “best of” sites","answers":111,"share":0.247},{"key":"yelp","label":"Yelp","answers":111,"share":0.247},{"key":"facebook","label":"Facebook","answers":87,"share":0.193},{"key":"google","label":"Google Maps and Search","answers":84,"share":0.187},{"key":"yp","label":"Yellow Pages and Superpages","answers":50,"share":0.111},{"key":"birdeye","label":"Birdeye","answers":38,"share":0.084},{"key":"news","label":"Local news, guides and Wikipedia","answers":36,"share":0.08},{"key":"homeadvisor","label":"HomeAdvisor","answers":30,"share":0.067},{"key":"health","label":"Healthgrades and WebMD","answers":29,"share":0.064},{"key":"nextdoor","label":"Nextdoor","answers":22,"share":0.049},{"key":"houzz","label":"Houzz","answers":21,"share":0.047},{"key":"legal","label":"Lawyer directories","answers":18,"share":0.04},{"key":"porch","label":"Porch","answers":18,"share":0.04},{"key":"bbb","label":"BBB","answers":17,"share":0.038},{"key":"mapquest","label":"MapQuest","answers":13,"share":0.029},{"key":"thumbtack","label":"Thumbtack","answers":4,"share":0.009},{"key":"reddit","label":"Reddit","answers":1,"share":0.002}],"ratings":{"named":{"businesses":132,"rated":128,"medianRating":5,"medianReviews":41.5,"under40":4,"atLeast45":117},"never":{"businesses":87,"rated":84,"medianRating":4.95,"medianReviews":28,"under40":5,"atLeast45":75}}},{"slug":"edgewood-md","city":"Edgewood","boards":3,"answers":85,"aiAnswers":81,"googleSearches":4,"named":103,"namedPerBoard":34.3,"maps":58,"never":22,"neverShare":0.379,"top3":156,"mentions":608,"top3Share":0.257,"sources":[{"key":"own","label":"Local business websites","answers":47,"share":0.553},{"key":"angi","label":"Angi","answers":40,"share":0.471},{"key":"google","label":"Google Maps and Search","answers":27,"share":0.318},{"key":"yelp","label":"Yelp","answers":27,"share":0.318},{"key":"other","label":"Other sites","answers":22,"share":0.259},{"key":"homeadvisor","label":"HomeAdvisor","answers":19,"share":0.224},{"key":"quotes","label":"Quote and “best of” sites","answers":16,"share":0.188},{"key":"mapquest","label":"MapQuest","answers":7,"share":0.082},{"key":"yp","label":"Yellow Pages and Superpages","answers":7,"share":0.082},{"key":"bbb","label":"BBB","answers":4,"share":0.047},{"key":"birdeye","label":"Birdeye","answers":3,"share":0.035},{"key":"nextdoor","label":"Nextdoor","answers":3,"share":0.035},{"key":"facebook","label":"Facebook","answers":2,"share":0.024}],"ratings":{"named":{"businesses":36,"rated":35,"medianRating":4.9,"medianReviews":53,"under40":4,"atLeast45":30},"never":{"businesses":22,"rated":22,"medianRating":5,"medianReviews":15.5,"under40":4,"atLeast45":17}}},{"slug":"joppa-md","city":"Joppa","boards":3,"answers":90,"aiAnswers":81,"googleSearches":9,"named":112,"namedPerBoard":37.3,"maps":60,"never":28,"neverShare":0.467,"top3":165,"mentions":514,"top3Share":0.321,"sources":[{"key":"own","label":"Local business websites","answers":51,"share":0.567},{"key":"homeadvisor","label":"HomeAdvisor","answers":36,"share":0.4},{"key":"quotes","label":"Quote and “best of” sites","answers":35,"share":0.389},{"key":"angi","label":"Angi","answers":30,"share":0.333},{"key":"google","label":"Google Maps and Search","answers":27,"share":0.3},{"key":"other","label":"Other sites","answers":26,"share":0.289},{"key":"yp","label":"Yellow Pages and Superpages","answers":22,"share":0.244},{"key":"bbb","label":"BBB","answers":19,"share":0.211},{"key":"yelp","label":"Yelp","answers":15,"share":0.167},{"key":"facebook","label":"Facebook","answers":9,"share":0.1},{"key":"houzz","label":"Houzz","answers":8,"share":0.089},{"key":"mapquest","label":"MapQuest","answers":8,"share":0.089},{"key":"birdeye","label":"Birdeye","answers":6,"share":0.067},{"key":"expertise","label":"Expertise.com","answers":3,"share":0.033},{"key":"nextdoor","label":"Nextdoor","answers":1,"share":0.011},{"key":"thumbtack","label":"Thumbtack","answers":1,"share":0.011}],"ratings":{"named":{"businesses":32,"rated":32,"medianRating":5,"medianReviews":43.5,"under40":1,"atLeast45":29},"never":{"businesses":28,"rated":27,"medianRating":5,"medianReviews":28,"under40":0,"atLeast45":25}}},{"slug":"fallston-md","city":"Fallston","boards":3,"answers":84,"aiAnswers":81,"googleSearches":3,"named":115,"namedPerBoard":38.3,"maps":59,"never":36,"neverShare":0.61,"top3":159,"mentions":609,"top3Share":0.261,"sources":[{"key":"angi","label":"Angi","answers":47,"share":0.56},{"key":"own","label":"Local business websites","answers":46,"share":0.548},{"key":"homeadvisor","label":"HomeAdvisor","answers":33,"share":0.393},{"key":"other","label":"Other sites","answers":29,"share":0.345},{"key":"google","label":"Google Maps and Search","answers":27,"share":0.321},{"key":"quotes","label":"Quote and “best of” sites","answers":27,"share":0.321},{"key":"yelp","label":"Yelp","answers":21,"share":0.25},{"key":"yp","label":"Yellow Pages and Superpages","answers":12,"share":0.143},{"key":"nextdoor","label":"Nextdoor","answers":9,"share":0.107},{"key":"porch","label":"Porch","answers":8,"share":0.095},{"key":"bbb","label":"BBB","answers":3,"share":0.036},{"key":"houzz","label":"Houzz","answers":3,"share":0.036},{"key":"birdeye","label":"Birdeye","answers":1,"share":0.012}],"ratings":{"named":{"businesses":23,"rated":22,"medianRating":5,"medianReviews":42,"under40":0,"atLeast45":21},"never":{"businesses":36,"rated":36,"medianRating":5,"medianReviews":32.5,"under40":0,"atLeast45":36}}},{"slug":"forest-hill-md","city":"Forest Hill","boards":3,"answers":81,"aiAnswers":81,"googleSearches":0,"named":111,"namedPerBoard":37,"maps":48,"never":17,"neverShare":0.354,"top3":157,"mentions":634,"top3Share":0.248,"sources":[{"key":"angi","label":"Angi","answers":49,"share":0.605},{"key":"other","label":"Other sites","answers":48,"share":0.593},{"key":"own","label":"Local business websites","answers":46,"share":0.568},{"key":"quotes","label":"Quote and “best of” sites","answers":32,"share":0.395},{"key":"google","label":"Google Maps and Search","answers":28,"share":0.346},{"key":"yelp","label":"Yelp","answers":26,"share":0.321},{"key":"homeadvisor","label":"HomeAdvisor","answers":24,"share":0.296},{"key":"birdeye","label":"Birdeye","answers":8,"share":0.099},{"key":"houzz","label":"Houzz","answers":7,"share":0.086},{"key":"bbb","label":"BBB","answers":6,"share":0.074},{"key":"mapquest","label":"MapQuest","answers":6,"share":0.074},{"key":"nextdoor","label":"Nextdoor","answers":6,"share":0.074},{"key":"facebook","label":"Facebook","answers":4,"share":0.049},{"key":"yp","label":"Yellow Pages and Superpages","answers":4,"share":0.049}],"ratings":{"named":{"businesses":31,"rated":30,"medianRating":4.9,"medianReviews":64.5,"under40":1,"atLeast45":27},"never":{"businesses":17,"rated":17,"medianRating":4.9,"medianReviews":36,"under40":2,"atLeast45":14}}}],"engines":[{"key":"chatgpt","label":"ChatGPT","boards":72,"answers":648,"perQuestion":3,"namesPerAnswer":5.4,"distinctPerBoard":9.6,"withSources":0.997,"sources":[{"key":"google","label":"Google Maps and Search","answers":361,"share":0.557},{"key":"own","label":"Local business websites","answers":285,"share":0.44},{"key":"other","label":"Other sites","answers":31,"share":0.048},{"key":"facebook","label":"Facebook","answers":10,"share":0.015},{"key":"quotes","label":"Quote and “best of” sites","answers":3,"share":0.005}],"models":[{"model":"gpt-4.1-mini with web search","answers":648}]},{"key":"claude","label":"Claude","boards":72,"answers":648,"perQuestion":3,"namesPerAnswer":5.6,"distinctPerBoard":16.3,"withSources":0.85,"sources":[{"key":"yelp","label":"Yelp","answers":489,"share":0.755},{"key":"own","label":"Local business websites","answers":404,"share":0.623},{"key":"angi","label":"Angi","answers":340,"share":0.525},{"key":"quotes","label":"Quote and “best of” sites","answers":313,"share":0.483},{"key":"yp","label":"Yellow Pages and Superpages","answers":291,"share":0.449}],"models":[{"model":"Claude Haiku 4.5 with web search","answers":351},{"model":"Claude Haiku 5.5 with web search","answers":297}]},{"key":"gemini","label":"Gemini","boards":72,"answers":648,"perQuestion":3,"namesPerAnswer":7.5,"distinctPerBoard":15.1,"withSources":0.994,"sources":[{"key":"own","label":"Local business websites","answers":640,"share":0.988},{"key":"other","label":"Other sites","answers":302,"share":0.466},{"key":"angi","label":"Angi","answers":291,"share":0.449},{"key":"quotes","label":"Quote and “best of” sites","answers":190,"share":0.293},{"key":"homeadvisor","label":"HomeAdvisor","answers":134,"share":0.207}],"models":[{"model":"Gemini 2.5 Flash with Google Search","answers":648}]},{"key":"google","label":"Google","boards":65,"answers":193,"perQuestion":1,"namesPerAnswer":3.8,"distinctPerBoard":6.3,"withSources":0.648,"sources":[{"key":"own","label":"Local business websites","answers":103,"share":0.534},{"key":"google","label":"Google Maps and Search","answers":79,"share":0.409},{"key":"yelp","label":"Yelp","answers":49,"share":0.254},{"key":"other","label":"Other sites","answers":43,"share":0.223},{"key":"facebook","label":"Facebook","answers":41,"share":0.212}],"models":[{"model":"AI Overview and map results","answers":125},{"model":"map results only (no AI Overview came back)","answers":68}]}],"agreement":{"boards":72,"agree":17,"mapsBoards":72,"mapsTopIsAiTop":24,"namedByAi":2112,"oneEngineOnly":1480,"oneEngineOnlyShare":0.701},"repeat":{"sets":648,"same":115,"sameShare":0.177,"overlap":0.661},"concentrated":[{"slug":"havre-de-grace-md/chiropractors","town":"havre-de-grace-md","city":"Havre de Grace","trade":"chiropractors","plural":"chiropractors","top3Share":0.659},{"slug":"aberdeen-md/chiropractors","town":"aberdeen-md","city":"Aberdeen","trade":"chiropractors","plural":"chiropractors","top3Share":0.654},{"slug":"havre-de-grace-md/med-spas","town":"havre-de-grace-md","city":"Havre de Grace","trade":"med-spas","plural":"med spas","top3Share":0.642},{"slug":"abingdon-md/dentists","town":"abingdon-md","city":"Abingdon","trade":"dentists","plural":"dentists","top3Share":0.62},{"slug":"bel-air-md/med-spas","town":"bel-air-md","city":"Bel Air","trade":"med-spas","plural":"med spas","top3Share":0.544}],"spread":[{"slug":"abingdon-md/electricians","town":"abingdon-md","city":"Abingdon","trade":"electricians","plural":"electricians","top3Share":0.173},{"slug":"abingdon-md/roofers","town":"abingdon-md","city":"Abingdon","trade":"roofers","plural":"roofers","top3Share":0.182},{"slug":"havre-de-grace-md/landscapers","town":"havre-de-grace-md","city":"Havre de Grace","trade":"landscapers","plural":"landscapers","top3Share":0.185},{"slug":"forest-hill-md/landscapers","town":"forest-hill-md","city":"Forest Hill","trade":"landscapers","plural":"landscapers","top3Share":0.193},{"slug":"havre-de-grace-md/plumbers","town":"havre-de-grace-md","city":"Havre de Grace","trade":"plumbers","plural":"plumbers","top3Share":0.196}],"boards":[{"slug":"bel-air-md/car-detailers","town":"bel-air-md","city":"Bel Air","trade":"car-detailers","plural":"car detailers","answers":30,"named":27,"maps":20,"never":7,"neverShare":0.35,"top3Share":0.397,"leader":{"name":"Kleen Whips Auto Detailing","slug":"kleen-whips-auto-detailing","named":27}},{"slug":"bel-air-md/chiropractors","town":"bel-air-md","city":"Bel Air","trade":"chiropractors","plural":"chiropractors","answers":30,"named":15,"maps":16,"never":6,"neverShare":0.375,"top3Share":0.457,"leader":{"name":"Premier Chiropractic","slug":"premier-chiropractic","named":21}},{"slug":"bel-air-md/dentists","town":"bel-air-md","city":"Bel Air","trade":"dentists","plural":"dentists","answers":30,"named":35,"maps":20,"never":2,"neverShare":0.1,"top3Share":0.292,"leader":{"name":"Laurel Bush Family Dentistry","slug":"laurel-bush-family-dentistry","named":12}},{"slug":"bel-air-md/electricians","town":"bel-air-md","city":"Bel Air","trade":"electricians","plural":"electricians","answers":30,"named":40,"maps":20,"never":13,"neverShare":0.65,"top3Share":0.228,"leader":{"name":"Plugg Electric of Bel Air","slug":"plugg-electric-of-bel-air","named":20}},{"slug":"bel-air-md/garage-door-companies","town":"bel-air-md","city":"Bel Air","trade":"garage-door-companies","plural":"garage door companies","answers":30,"named":17,"maps":2,"never":0,"neverShare":0,"top3Share":0.438,"leader":{"name":"Eastern Overhead Door","slug":"eastern-overhead-door","named":30}},{"slug":"bel-air-md/hair-salons","town":"bel-air-md","city":"Bel Air","trade":"hair-salons","plural":"hair salons","answers":30,"named":23,"maps":18,"never":4,"neverShare":0.222,"top3Share":0.384,"leader":{"name":"Paradigm Salon & Company","slug":"paradigm-salon-and-company","named":22}},{"slug":"bel-air-md/house-cleaners","town":"bel-air-md","city":"Bel Air","trade":"house-cleaners","plural":"house cleaners","answers":30,"named":36,"maps":20,"never":5,"neverShare":0.25,"top3Share":0.288,"leader":{"name":"MaidPro","slug":"maidpro","named":26}},{"slug":"bel-air-md/hvac-companies","town":"bel-air-md","city":"Bel Air","trade":"hvac-companies","plural":"hvac companies","answers":27,"named":43,"maps":20,"never":7,"neverShare":0.35,"top3Share":0.34,"leader":{"name":"Pure Air HVAC","slug":"pure-air-hvac","named":25}},{"slug":"bel-air-md/landscapers","town":"bel-air-md","city":"Bel Air","trade":"landscapers","plural":"landscapers","answers":30,"named":51,"maps":20,"never":8,"neverShare":0.4,"top3Share":0.238,"leader":{"name":"Harvest Outdoor Living","slug":"harvest-outdoor-living","named":21}},{"slug":"bel-air-md/med-spas","town":"bel-air-md","city":"Bel Air","trade":"med-spas","plural":"med spas","answers":30,"named":14,"maps":18,"never":8,"neverShare":0.444,"top3Share":0.544,"leader":{"name":"Evolve Med Spa","slug":"evolve-med-spa","named":30}},{"slug":"bel-air-md/painters","town":"bel-air-md","city":"Bel Air","trade":"painters","plural":"painters","answers":30,"named":23,"maps":20,"never":6,"neverShare":0.3,"top3Share":0.454,"leader":{"name":"CertaPro Painters of Bel Air, MD","slug":"certapro-painters-of-bel-air-md","named":24}},{"slug":"bel-air-md/personal-injury-lawyers","town":"bel-air-md","city":"Bel Air","trade":"personal-injury-lawyers","plural":"personal injury lawyers","answers":30,"named":29,"maps":19,"never":9,"neverShare":0.474,"top3Share":0.348,"leader":{"name":"Maronick Law LLC","slug":"maronick-law-llc","named":24}},{"slug":"bel-air-md/pest-control","town":"bel-air-md","city":"Bel Air","trade":"pest-control","plural":"pest control","answers":30,"named":32,"maps":16,"never":3,"neverShare":0.188,"top3Share":0.257,"leader":{"name":"Brody Brothers Pest Control","slug":"brody-brothers-pest-control","named":18}},{"slug":"bel-air-md/plumbers","town":"bel-air-md","city":"Bel Air","trade":"plumbers","plural":"plumbers","answers":30,"named":32,"maps":20,"never":8,"neverShare":0.4,"top3Share":0.301,"leader":{"name":"Victory Plumbing Services, LLC","slug":"victory-plumbing-services-llc","named":22}},{"slug":"bel-air-md/roofers","town":"bel-air-md","city":"Bel Air","trade":"roofers","plural":"roofers","answers":30,"named":43,"maps":18,"never":8,"neverShare":0.444,"top3Share":0.311,"leader":{"name":"Premier Roofing LLC","slug":"premier-roofing-llc","named":27}},{"slug":"aberdeen-md/car-detailers","town":"aberdeen-md","city":"Aberdeen","trade":"car-detailers","plural":"car detailers","answers":30,"named":18,"maps":20,"never":11,"neverShare":0.55,"top3Share":0.463,"leader":{"name":"Hortons Detailing","slug":"hortons-detailing","named":24}},{"slug":"aberdeen-md/chiropractors","town":"aberdeen-md","city":"Aberdeen","trade":"chiropractors","plural":"chiropractors","answers":30,"named":17,"maps":4,"never":0,"neverShare":0,"top3Share":0.654,"leader":{"name":"Optimal Spine Chiropractic","slug":"optimal-spine-chiropractic","named":27}},{"slug":"aberdeen-md/dentists","town":"aberdeen-md","city":"Aberdeen","trade":"dentists","plural":"dentists","answers":30,"named":18,"maps":18,"never":9,"neverShare":0.5,"top3Share":0.4,"leader":{"name":"Bay Area Dental of Aberdeen","slug":"bay-area-dental-of-aberdeen","named":20}},{"slug":"aberdeen-md/electricians","town":"aberdeen-md","city":"Aberdeen","trade":"electricians","plural":"electricians","answers":30,"named":41,"maps":20,"never":10,"neverShare":0.5,"top3Share":0.239,"leader":{"name":"Benfield Electric Co Inc","slug":"benfield-electric-co-inc","named":27}},{"slug":"aberdeen-md/garage-door-companies","town":"aberdeen-md","city":"Aberdeen","trade":"garage-door-companies","plural":"garage door companies","answers":30,"named":21,"maps":20,"never":11,"neverShare":0.55,"top3Share":0.421,"leader":{"name":"Precision Garage Door of Eastern Shore Maryland","slug":"precision-garage-door-of-eastern-shore-maryland","named":27}},{"slug":"aberdeen-md/hair-salons","town":"aberdeen-md","city":"Aberdeen","trade":"hair-salons","plural":"hair salons","answers":30,"named":17,"maps":19,"never":8,"neverShare":0.421,"top3Share":0.46,"leader":{"name":"Odyssey Salon & Day Spa","slug":"odyssey-salon-and-day-spa","named":24}},{"slug":"aberdeen-md/house-cleaners","town":"aberdeen-md","city":"Aberdeen","trade":"house-cleaners","plural":"house cleaners","answers":30,"named":26,"maps":20,"never":13,"neverShare":0.65,"top3Share":0.331,"leader":{"name":"Tidy T's Cleaning Service","slug":"tidy-ts-cleaning-service","named":23}},{"slug":"aberdeen-md/hvac-companies","town":"aberdeen-md","city":"Aberdeen","trade":"hvac-companies","plural":"hvac companies","answers":30,"named":39,"maps":20,"never":7,"neverShare":0.35,"top3Share":0.302,"leader":{"name":"R. Brooks Mechanical Inc.","slug":"r-brooks-mechanical-inc","named":20}},{"slug":"aberdeen-md/landscapers","town":"aberdeen-md","city":"Aberdeen","trade":"landscapers","plural":"landscapers","answers":30,"named":46,"maps":19,"never":10,"neverShare":0.526,"top3Share":0.261,"leader":{"name":"G&D Construction and Landscaping LLC","slug":"g-and-d-construction-and-landscaping-llc","named":21}},{"slug":"aberdeen-md/med-spas","town":"aberdeen-md","city":"Aberdeen","trade":"med-spas","plural":"med spas","answers":30,"named":33,"maps":18,"never":9,"neverShare":0.5,"top3Share":0.342,"leader":{"name":"1st CLAS Aesthetics","slug":"1st-clas-aesthetics","named":22}},{"slug":"aberdeen-md/painters","town":"aberdeen-md","city":"Aberdeen","trade":"painters","plural":"painters","answers":30,"named":25,"maps":12,"never":2,"neverShare":0.167,"top3Share":0.432,"leader":{"name":"Painting Inc","slug":"painting-inc","named":27}},{"slug":"aberdeen-md/personal-injury-lawyers","town":"aberdeen-md","city":"Aberdeen","trade":"personal-injury-lawyers","plural":"personal injury lawyers","answers":30,"named":42,"maps":10,"never":4,"neverShare":0.4,"top3Share":0.281,"leader":{"name":"Adam Smallow Injury Lawyers","slug":"adam-smallow-injury-lawyers","named":19}},{"slug":"aberdeen-md/pest-control","town":"aberdeen-md","city":"Aberdeen","trade":"pest-control","plural":"pest control","answers":30,"named":20,"maps":16,"never":6,"neverShare":0.375,"top3Share":0.337,"leader":{"name":"Brody Brothers Pest Control in Harford County","slug":"brody-brothers-pest-control-in-harford-county","named":26}},{"slug":"aberdeen-md/plumbers","town":"aberdeen-md","city":"Aberdeen","trade":"plumbers","plural":"plumbers","answers":30,"named":36,"maps":3,"never":0,"neverShare":0,"top3Share":0.27,"leader":{"name":"The Plumber Guys","slug":"the-plumber-guys","named":21}},{"slug":"aberdeen-md/roofers","town":"aberdeen-md","city":"Aberdeen","trade":"roofers","plural":"roofers","answers":30,"named":33,"maps":13,"never":3,"neverShare":0.231,"top3Share":0.319,"leader":{"name":"Christian Roofing and Construction llc","slug":"christian-roofing-and-construction-llc","named":23}},{"slug":"abingdon-md/car-detailers","town":"abingdon-md","city":"Abingdon","trade":"car-detailers","plural":"car detailers","answers":30,"named":15,"maps":18,"never":8,"neverShare":0.444,"top3Share":0.513,"leader":{"name":"Kleen Whips Auto Detailing","slug":"kleen-whips-auto-detailing","named":26}},{"slug":"abingdon-md/chiropractors","town":"abingdon-md","city":"Abingdon","trade":"chiropractors","plural":"chiropractors","answers":30,"named":26,"maps":19,"never":9,"neverShare":0.474,"top3Share":0.414,"leader":{"name":"Robert S. Linsey, DC","slug":"robert-s-linsey-dc","named":22}},{"slug":"abingdon-md/dentists","town":"abingdon-md","city":"Abingdon","trade":"dentists","plural":"dentists","answers":30,"named":20,"maps":19,"never":5,"neverShare":0.263,"top3Share":0.62,"leader":{"name":"Melissa L Nevid, DDS","slug":"melissa-l-nevid-dds","named":26}},{"slug":"abingdon-md/electricians","town":"abingdon-md","city":"Abingdon","trade":"electricians","plural":"electricians","answers":30,"named":40,"maps":20,"never":13,"neverShare":0.65,"top3Share":0.173,"leader":{"name":"Stella Electric LLC","slug":"stella-electric-llc","named":12}},{"slug":"abingdon-md/garage-door-companies","town":"abingdon-md","city":"Abingdon","trade":"garage-door-companies","plural":"garage door companies","answers":30,"named":23,"maps":20,"never":10,"neverShare":0.5,"top3Share":0.403,"leader":{"name":"Precision Garage Door of Eastern Shore Maryland","slug":"precision-garage-door-of-eastern-shore-maryland","named":24}},{"slug":"abingdon-md/hair-salons","town":"abingdon-md","city":"Abingdon","trade":"hair-salons","plural":"hair salons","answers":30,"named":32,"maps":20,"never":7,"neverShare":0.35,"top3Share":0.345,"leader":{"name":"Panache Hair Studio","slug":"panache-hair-studio","named":26}},{"slug":"abingdon-md/house-cleaners","town":"abingdon-md","city":"Abingdon","trade":"house-cleaners","plural":"house cleaners","answers":30,"named":34,"maps":10,"never":2,"neverShare":0.2,"top3Share":0.33,"leader":{"name":"Queen House Cleaning","slug":"queen-house-cleaning","named":26}},{"slug":"abingdon-md/hvac-companies","town":"abingdon-md","city":"Abingdon","trade":"hvac-companies","plural":"hvac companies","answers":30,"named":39,"maps":19,"never":8,"neverShare":0.421,"top3Share":0.277,"leader":{"name":"Pure Air HVAC","slug":"pure-air-hvac","named":22}},{"slug":"abingdon-md/landscapers","town":"abingdon-md","city":"Abingdon","trade":"landscapers","plural":"landscapers","answers":30,"named":41,"maps":17,"never":6,"neverShare":0.353,"top3Share":0.275,"leader":{"name":"S.K. Services","slug":"s-k-services","named":19}},{"slug":"abingdon-md/med-spas","town":"abingdon-md","city":"Abingdon","trade":"med-spas","plural":"med spas","answers":30,"named":18,"maps":18,"never":7,"neverShare":0.389,"top3Share":0.463,"leader":{"name":"Spa On The Boulevard","slug":"spa-on-the-boulevard","named":24}},{"slug":"abingdon-md/painters","town":"abingdon-md","city":"Abingdon","trade":"painters","plural":"painters","answers":30,"named":23,"maps":20,"never":8,"neverShare":0.4,"top3Share":0.409,"leader":{"name":"Painting Inc","slug":"painting-inc","named":24}},{"slug":"abingdon-md/personal-injury-lawyers","town":"abingdon-md","city":"Abingdon","trade":"personal-injury-lawyers","plural":"personal injury lawyers","answers":30,"named":25,"maps":18,"never":12,"neverShare":0.667,"top3Share":0.374,"leader":{"name":"Parker, Pallett, Slezak & Russell, LLC","slug":"parker-pallett-slezak-and-russell-llc","named":18}},{"slug":"abingdon-md/pest-control","town":"abingdon-md","city":"Abingdon","trade":"pest-control","plural":"pest control","answers":30,"named":23,"maps":17,"never":3,"neverShare":0.176,"top3Share":0.335,"leader":{"name":"Orkin","slug":"orkin","named":25}},{"slug":"abingdon-md/plumbers","town":"abingdon-md","city":"Abingdon","trade":"plumbers","plural":"plumbers","answers":30,"named":32,"maps":20,"never":8,"neverShare":0.4,"top3Share":0.39,"leader":{"name":"PlumbCrazy","slug":"plumbcrazy","named":23}},{"slug":"abingdon-md/roofers","town":"abingdon-md","city":"Abingdon","trade":"roofers","plural":"roofers","answers":30,"named":45,"maps":15,"never":8,"neverShare":0.533,"top3Share":0.182,"leader":{"name":"Top Quality Remodeling & Restoration, LLC","slug":"top-quality-remodeling-and-restoration-llc","named":12}},{"slug":"havre-de-grace-md/car-detailers","town":"havre-de-grace-md","city":"Havre de Grace","trade":"car-detailers","plural":"car detailers","answers":30,"named":33,"maps":20,"never":10,"neverShare":0.5,"top3Share":0.325,"leader":{"name":"EZ Clean Detailing","slug":"ez-clean-detailing","named":23}},{"slug":"havre-de-grace-md/chiropractors","town":"havre-de-grace-md","city":"Havre de Grace","trade":"chiropractors","plural":"chiropractors","answers":30,"named":15,"maps":4,"never":0,"neverShare":0,"top3Share":0.659,"leader":{"name":"Havre de Grace Chiropractic: Drs. Campanella & Olivacz","slug":"havre-de-grace-chiropractic-drs-campanella-and-olivacz","named":23}},{"slug":"havre-de-grace-md/dentists","town":"havre-de-grace-md","city":"Havre de Grace","trade":"dentists","plural":"dentists","answers":30,"named":25,"maps":20,"never":7,"neverShare":0.35,"top3Share":0.338,"leader":{"name":"Family Implant and Reconstructive Dentistry","slug":"family-implant-and-reconstructive-dentistry","named":24}},{"slug":"havre-de-grace-md/electricians","town":"havre-de-grace-md","city":"Havre de Grace","trade":"electricians","plural":"electricians","answers":30,"named":37,"maps":17,"never":10,"neverShare":0.588,"top3Share":0.237,"leader":{"name":"Hampton Electrical Services","slug":"hampton-electrical-services","named":26}},{"slug":"havre-de-grace-md/garage-door-companies","town":"havre-de-grace-md","city":"Havre de Grace","trade":"garage-door-companies","plural":"garage door companies","answers":30,"named":30,"maps":20,"never":9,"neverShare":0.45,"top3Share":0.306,"leader":{"name":"Precision Garage Door of Eastern Shore Maryland","slug":"precision-garage-door-of-eastern-shore-maryland","named":20}},{"slug":"havre-de-grace-md/hair-salons","town":"havre-de-grace-md","city":"Havre de Grace","trade":"hair-salons","plural":"hair salons","answers":30,"named":15,"maps":13,"never":2,"neverShare":0.154,"top3Share":0.44,"leader":{"name":"Crazy Eights Hair Salon","slug":"crazy-eights-hair-salon","named":22}},{"slug":"havre-de-grace-md/house-cleaners","town":"havre-de-grace-md","city":"Havre de Grace","trade":"house-cleaners","plural":"house cleaners","answers":30,"named":28,"maps":19,"never":7,"neverShare":0.368,"top3Share":0.316,"leader":{"name":"Chesapeake Premier Cleaning","slug":"chesapeake-premier-cleaning","named":21}},{"slug":"havre-de-grace-md/hvac-companies","town":"havre-de-grace-md","city":"Havre de Grace","trade":"hvac-companies","plural":"hvac companies","answers":30,"named":43,"maps":18,"never":8,"neverShare":0.444,"top3Share":0.257,"leader":{"name":"Horizon Services","slug":"horizon-services","named":21}},{"slug":"havre-de-grace-md/landscapers","town":"havre-de-grace-md","city":"Havre de Grace","trade":"landscapers","plural":"landscapers","answers":30,"named":52,"maps":15,"never":7,"neverShare":0.467,"top3Share":0.185,"leader":{"name":"Exterior Impressions Design & Build","slug":"exterior-impressions-design-and-build","named":17}},{"slug":"havre-de-grace-md/med-spas","town":"havre-de-grace-md","city":"Havre de Grace","trade":"med-spas","plural":"med spas","answers":30,"named":16,"maps":5,"never":0,"neverShare":0,"top3Share":0.642,"leader":{"name":"Elan Premier Aesthetics","slug":"elan-premier-aesthetics","named":27}},{"slug":"havre-de-grace-md/painters","town":"havre-de-grace-md","city":"Havre de Grace","trade":"painters","plural":"painters","answers":30,"named":30,"maps":20,"never":6,"neverShare":0.3,"top3Share":0.484,"leader":{"name":"Painting Inc","slug":"painting-inc","named":22}},{"slug":"havre-de-grace-md/personal-injury-lawyers","town":"havre-de-grace-md","city":"Havre de Grace","trade":"personal-injury-lawyers","plural":"personal injury lawyers","answers":30,"named":41,"maps":19,"never":11,"neverShare":0.579,"top3Share":0.295,"leader":{"name":"Githuku Law","slug":"githuku-law","named":18}},{"slug":"havre-de-grace-md/pest-control","town":"havre-de-grace-md","city":"Havre de Grace","trade":"pest-control","plural":"pest control","answers":30,"named":21,"maps":5,"never":2,"neverShare":0.4,"top3Share":0.358,"leader":{"name":"Brody Brothers Pest Control","slug":"brody-brothers-pest-control","named":27}},{"slug":"havre-de-grace-md/plumbers","town":"havre-de-grace-md","city":"Havre de Grace","trade":"plumbers","plural":"plumbers","answers":30,"named":44,"maps":14,"never":3,"neverShare":0.214,"top3Share":0.196,"leader":{"name":"Hometown Plumbing Services Inc","slug":"hometown-plumbing-services-inc","named":14}},{"slug":"havre-de-grace-md/roofers","town":"havre-de-grace-md","city":"Havre de Grace","trade":"roofers","plural":"roofers","answers":30,"named":27,"maps":10,"never":5,"neverShare":0.5,"top3Share":0.369,"leader":{"name":"Harford Roofing & Exteriors","slug":"harford-roofing-and-exteriors","named":25}},{"slug":"edgewood-md/hvac-companies","town":"edgewood-md","city":"Edgewood","trade":"hvac-companies","plural":"hvac companies","answers":27,"named":29,"maps":20,"never":8,"neverShare":0.4,"top3Share":0.277,"leader":{"name":"HGH Mechanical","slug":"hgh-mechanical","named":24}},{"slug":"edgewood-md/plumbers","town":"edgewood-md","city":"Edgewood","trade":"plumbers","plural":"plumbers","answers":28,"named":37,"maps":18,"never":9,"neverShare":0.5,"top3Share":0.242,"leader":{"name":"PlumbCrazy","slug":"plumbcrazy","named":20}},{"slug":"edgewood-md/roofers","town":"edgewood-md","city":"Edgewood","trade":"roofers","plural":"roofers","answers":30,"named":37,"maps":20,"never":5,"neverShare":0.25,"top3Share":0.255,"leader":{"name":"Angelo and Son Roofing","slug":"angelo-and-son-roofing","named":23}},{"slug":"joppa-md/hvac-companies","town":"joppa-md","city":"Joppa","trade":"hvac-companies","plural":"hvac companies","answers":30,"named":25,"maps":20,"never":7,"neverShare":0.35,"top3Share":0.327,"leader":{"name":"Gunpowder Mechanical Services LLC","slug":"gunpowder-mechanical-services-llc","named":27}},{"slug":"joppa-md/landscapers","town":"joppa-md","city":"Joppa","trade":"landscapers","plural":"landscapers","answers":30,"named":55,"maps":20,"never":10,"neverShare":0.5,"top3Share":0.28,"leader":{"name":"Goode and Lidie Landscaping INC","slug":"goode-and-lidie-landscaping-inc","named":23}},{"slug":"joppa-md/roofers","town":"joppa-md","city":"Joppa","trade":"roofers","plural":"roofers","answers":30,"named":32,"maps":20,"never":11,"neverShare":0.55,"top3Share":0.369,"leader":{"name":"G J Goss Contracting Inc","slug":"g-j-goss-contracting-inc","named":26}},{"slug":"fallston-md/landscapers","town":"fallston-md","city":"Fallston","trade":"landscapers","plural":"landscapers","answers":27,"named":52,"maps":20,"never":15,"neverShare":0.75,"top3Share":0.223,"leader":{"name":"Balco Landscapes, LLC","slug":"balco-landscapes-llc","named":18}},{"slug":"fallston-md/plumbers","town":"fallston-md","city":"Fallston","trade":"plumbers","plural":"plumbers","answers":30,"named":31,"maps":19,"never":12,"neverShare":0.632,"top3Share":0.284,"leader":{"name":"Ensor Plumbing","slug":"ensor-plumbing","named":26}},{"slug":"fallston-md/roofers","town":"fallston-md","city":"Fallston","trade":"roofers","plural":"roofers","answers":27,"named":32,"maps":20,"never":9,"neverShare":0.45,"top3Share":0.282,"leader":{"name":"ALP Roofing","slug":"alp-roofing","named":27}},{"slug":"forest-hill-md/hvac-companies","town":"forest-hill-md","city":"Forest Hill","trade":"hvac-companies","plural":"hvac companies","answers":27,"named":23,"maps":18,"never":4,"neverShare":0.222,"top3Share":0.339,"leader":{"name":"Forest Hill Heating & Air","slug":"forest-hill-heating-and-air","named":24}},{"slug":"forest-hill-md/landscapers","town":"forest-hill-md","city":"Forest Hill","trade":"landscapers","plural":"landscapers","answers":27,"named":49,"maps":20,"never":11,"neverShare":0.55,"top3Share":0.193,"leader":{"name":"Final Cut Landscaping & Tree Services","slug":"final-cut-landscaping-and-tree-services","named":17}},{"slug":"forest-hill-md/roofers","town":"forest-hill-md","city":"Forest Hill","trade":"roofers","plural":"roofers","answers":27,"named":39,"maps":10,"never":2,"neverShare":0.2,"top3Share":0.23,"leader":{"name":"Harford Roofing & Exteriors","slug":"harford-roofing-and-exteriors","named":19}}]}