{
  "captureDate": "2026-10-24T15:17:25.398Z",
  "study": {
    "slug": "accountant-reviews-maps",
    "question": "How many Google reviews do the accountants in a Google Maps top 20 carry, in large metros and in small cities; what is the least reviewed accountant in each market's top three; how much of the list is CPA firms, tax preparation offices and national tax chains; and does review count or rating order the list in a profession that wins most clients by referral?",
    "lane": "maps"
  },
  "sample": {
    "markets": 22,
    "serpCalls": 0,
    "resultsSeen": 440,
    "paginationRepeats": 0,
    "failedMarkets": [],
    "marketsWithNoResults": [],
    "excluded": 6,
    "excludedReasons": [
      [
        "listed under \"Consultant\", not the kind of business this study measures",
        1
      ],
      [
        "tax resolution service filed as a tax attorney, listed open 24 hours and linking to a multi-state tax resolution site, not a local accounting practice",
        1
      ],
      [
        "financial advisor or retirement planner whose primary category is financial planning, not an accounting practice",
        2
      ],
      [
        "unverifiable listing: a name with no accounting word, no website, no hours and one review, so it could not be confirmed as an accounting practice",
        1
      ],
      [
        "professional association of accountants, not an accounting practice",
        1
      ]
    ],
    "uniqueBusinesses": 434,
    "reachable": 0,
    "pageCountMeasured": 0,
    "pageCountMissing": null,
    "siteUnmeasurable": 75,
    "siteUnmeasurableReasons": [
      [
        "directory, marketplace or social platform",
        9
      ],
      [
        "no website",
        65
      ],
      [
        "booking platform or storefront, not a website of the business",
        1
      ]
    ]
  },
  "distributions": {
    "rating": {
      "n": 417,
      "min": 1,
      "p25": 4.6,
      "median": 4.9,
      "p75": 5,
      "p90": 5,
      "max": 5,
      "mean": 4.69
    },
    "reviews": {
      "n": 417,
      "min": 1,
      "p25": 5,
      "median": 17,
      "p75": 47,
      "p90": 112,
      "max": 1016,
      "mean": 46.83
    },
    "nameWords": {
      "n": 434,
      "min": 1,
      "p25": 3,
      "median": 4,
      "p75": 5,
      "p90": 6,
      "max": 10,
      "mean": 3.92
    },
    "categoryCount": {
      "n": 434,
      "min": 1,
      "p25": 1,
      "median": 3,
      "p75": 5,
      "p90": 7,
      "max": 10,
      "mean": 3.22
    },
    "hoursPerWeek": {
      "n": 400,
      "min": 13,
      "p25": 40,
      "median": 42.5,
      "p75": 46,
      "p90": 60,
      "max": 168,
      "mean": 45.49
    },
    "daysOpen": {
      "n": 400,
      "min": 2,
      "p25": 5,
      "median": 5,
      "p75": 5,
      "p90": 6,
      "max": 7,
      "mean": 5.22
    }
  },
  "adoption": {
    "isChain": {
      "yes": 17,
      "outOf": 434,
      "pct": 4
    },
    "hasWebsite": {
      "yes": 369,
      "outOf": 434,
      "pct": 85
    },
    "hasOwnWebsite": {
      "yes": 359,
      "outOf": 434,
      "pct": 83
    },
    "hasPhone": {
      "yes": 428,
      "outOf": 434,
      "pct": 99
    },
    "nameHasService": {
      "yes": 331,
      "outOf": 434,
      "pct": 76
    },
    "nameHasCity": {
      "yes": 32,
      "outOf": 434,
      "pct": 7
    },
    "nameHasState": {
      "yes": 4,
      "outOf": 434,
      "pct": 1
    },
    "nameHasGeo": {
      "yes": 34,
      "outOf": 434,
      "pct": 8
    },
    "hoursListed": {
      "yes": 400,
      "outOf": 434,
      "pct": 92
    },
    "open24All": {
      "yes": 3,
      "outOf": 434,
      "pct": 1
    },
    "open24Any": {
      "yes": 3,
      "outOf": 434,
      "pct": 1
    },
    "openWeekends": {
      "yes": 36,
      "outOf": 400,
      "pct": 9
    },
    "openSunday": {
      "yes": 37,
      "outOf": 400,
      "pct": 9
    },
    "openSaturday": {
      "yes": 100,
      "outOf": 400,
      "pct": 25
    },
    "openFriday": {
      "yes": 375,
      "outOf": 400,
      "pct": 94
    },
    "openMonday": {
      "yes": 387,
      "outOf": 400,
      "pct": 97
    },
    "openToday": {
      "yes": 100,
      "outOf": 400,
      "pct": 25
    },
    "openAtSearch": {
      "yes": 98,
      "outOf": 400,
      "pct": 25
    },
    "linksToHomepage": {
      "yes": 325,
      "outOf": 359,
      "pct": 91
    },
    "linksToInnerPage": {
      "yes": 34,
      "outOf": 359,
      "pct": 9
    },
    "linksToLocationPage": {
      "yes": 28,
      "outOf": 359,
      "pct": 8
    },
    "linkPathNamesMarketCity": {
      "yes": 28,
      "outOf": 359,
      "pct": 8
    },
    "linkHasUtm": {
      "yes": 20,
      "outOf": 359,
      "pct": 6
    },
    "linkHasAnyParams": {
      "yes": 21,
      "outOf": 359,
      "pct": 6
    }
  },
  "correlations": {
    "rankVs_rating": {
      "n": 417,
      "rho": 0.077,
      "significant": false,
      "strength": "no meaningful relationship"
    },
    "rankVs_reviews": {
      "n": 417,
      "rho": -0.21,
      "significant": true,
      "strength": "weak"
    },
    "rankVs_nameWords": {
      "n": 434,
      "rho": 0.048,
      "significant": false,
      "strength": "no meaningful relationship"
    },
    "rankVs_categoryCount": {
      "n": 434,
      "rho": -0.153,
      "significant": true,
      "strength": "weak"
    },
    "rankVs_hoursPerWeek": {
      "n": 400,
      "rho": -0.002,
      "significant": false,
      "strength": "no meaningful relationship"
    },
    "rankVs_daysOpen": {
      "n": 400,
      "rho": -0.003,
      "significant": false,
      "strength": "no meaningful relationship"
    },
    "ratingVs_reviews": {
      "n": 417,
      "rho": -0.078,
      "significant": false,
      "strength": "no meaningful relationship"
    }
  },
  "markets": {
    "perMarket": [
      {
        "market": "Indianapolis, Indiana",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Columbus, Ohio",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Charlotte, North Carolina",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Nashville, Tennessee",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Atlanta, Georgia",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Houston, Texas",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Chicago, Illinois",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Tampa, Florida",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Detroit, Michigan",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Milwaukee, Wisconsin",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "St. Louis, Missouri",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Bowling Green, Kentucky",
        "resultsSeen": 20,
        "excluded": 3,
        "kept": 17,
        "firstKeptRank": 1,
        "reasons": {
          "listed under \"Consultant\", not the kind of business this study measures": 1,
          "tax resolution service filed as a tax attorney, listed open 24 hours and linking to a multi-state tax resolution site, not a local accounting practice": 1,
          "financial advisor or retirement planner whose primary category is financial planning, not an accounting practice": 1
        }
      },
      {
        "market": "Johnson City, Tennessee",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Rochester, Minnesota",
        "resultsSeen": 20,
        "excluded": 1,
        "kept": 19,
        "firstKeptRank": 1,
        "reasons": {
          "financial advisor or retirement planner whose primary category is financial planning, not an accounting practice": 1
        }
      },
      {
        "market": "Sioux City, Iowa",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Valdosta, Georgia",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Wausau, Wisconsin",
        "resultsSeen": 20,
        "excluded": 1,
        "kept": 19,
        "firstKeptRank": 1,
        "reasons": {
          "unverifiable listing: a name with no accounting word, no website, no hours and one review, so it could not be confirmed as an accounting practice": 1
        }
      },
      {
        "market": "Abilene, Texas",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Lawton, Oklahoma",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Bismarck, North Dakota",
        "resultsSeen": 20,
        "excluded": 1,
        "kept": 19,
        "firstKeptRank": 1,
        "reasons": {
          "professional association of accountants, not an accounting practice": 1
        }
      },
      {
        "market": "Florence, South Carolina",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      },
      {
        "market": "Dothan, Alabama",
        "resultsSeen": 20,
        "excluded": 0,
        "kept": 20,
        "firstKeptRank": 1,
        "reasons": {}
      }
    ],
    "keptPerMarket": {
      "n": 22,
      "min": 17,
      "p25": 20,
      "median": 20,
      "p75": 20,
      "p90": 20,
      "max": 20,
      "mean": 19.73
    },
    "excludedShareOfResults": 1,
    "marketsWhereExcludedTakeHalfOrMore": 0,
    "topExcludedHosts": [
      {
        "host": "null",
        "appearances": 2
      },
      {
        "host": "studlefinancial.com",
        "appearances": 1
      },
      {
        "host": "taxresolutionteamus.com",
        "appearances": 1
      },
      {
        "host": "biggsfinancialservices.com",
        "appearances": 1
      },
      {
        "host": "strategictr.com",
        "appearances": 1
      }
    ],
    "composition": {
      "all": {
        "markets": 22,
        "slots": 440,
        "kept": 434,
        "keptPct": 99,
        "byReason": {
          "financial advisor or retirement planner whose primary category is financial planning, not an accounting practice": {
            "slots": 2,
            "pct": 0
          },
          "listed under \"Consultant\", not the kind of business this study measures": {
            "slots": 1,
            "pct": 0
          },
          "tax resolution service filed as a tax attorney, listed open 24 hours and linking to a multi-state tax resolution site, not a local accounting practice": {
            "slots": 1,
            "pct": 0
          },
          "unverifiable listing: a name with no accounting word, no website, no hours and one review, so it could not be confirmed as an accounting practice": {
            "slots": 1,
            "pct": 0
          },
          "professional association of accountants, not an accounting practice": {
            "slots": 1,
            "pct": 0
          }
        },
        "keptPerMarket": {
          "n": 22,
          "min": 17,
          "p25": 20,
          "median": 20,
          "p75": 20,
          "p90": 20,
          "max": 20,
          "mean": 19.73
        },
        "marketsWithNoneKept": 0,
        "marketsWithTwoOrFewerKept": 0,
        "firstKeptRank": {
          "n": 22,
          "min": 1,
          "p25": 1,
          "median": 1,
          "p75": 1,
          "p90": 1,
          "max": 1,
          "mean": 1
        },
        "marketsWhereRank1IsKept": 22
      },
      "byStratum": {
        "largeMetro": {
          "markets": 11,
          "slots": 220,
          "kept": 220,
          "keptPct": 100,
          "byReason": {},
          "keptPerMarket": {
            "n": 11,
            "min": 20,
            "p25": 20,
            "median": 20,
            "p75": 20,
            "p90": 20,
            "max": 20,
            "mean": 20
          },
          "marketsWithNoneKept": 0,
          "marketsWithTwoOrFewerKept": 0,
          "firstKeptRank": {
            "n": 11,
            "min": 1,
            "p25": 1,
            "median": 1,
            "p75": 1,
            "p90": 1,
            "max": 1,
            "mean": 1
          },
          "marketsWhereRank1IsKept": 11
        },
        "smallCity": {
          "markets": 11,
          "slots": 220,
          "kept": 214,
          "keptPct": 97,
          "byReason": {
            "financial advisor or retirement planner whose primary category is financial planning, not an accounting practice": {
              "slots": 2,
              "pct": 1
            },
            "listed under \"Consultant\", not the kind of business this study measures": {
              "slots": 1,
              "pct": 0
            },
            "tax resolution service filed as a tax attorney, listed open 24 hours and linking to a multi-state tax resolution site, not a local accounting practice": {
              "slots": 1,
              "pct": 0
            },
            "unverifiable listing: a name with no accounting word, no website, no hours and one review, so it could not be confirmed as an accounting practice": {
              "slots": 1,
              "pct": 0
            },
            "professional association of accountants, not an accounting practice": {
              "slots": 1,
              "pct": 0
            }
          },
          "keptPerMarket": {
            "n": 11,
            "min": 17,
            "p25": 19,
            "median": 20,
            "p75": 20,
            "p90": 20,
            "max": 20,
            "mean": 19.45
          },
          "marketsWithNoneKept": 0,
          "marketsWithTwoOrFewerKept": 0,
          "firstKeptRank": {
            "n": 11,
            "min": 1,
            "p25": 1,
            "median": 1,
            "p75": 1,
            "p90": 1,
            "max": 1,
            "mean": 1
          },
          "marketsWhereRank1IsKept": 11
        }
      }
    }
  },
  "strata": {
    "labels": {
      "largeMetro": {
        "markets": 11,
        "n": 220,
        "distributions": {
          "rating": {
            "n": 217,
            "min": 3,
            "p25": 4.7,
            "median": 4.9,
            "p75": 5,
            "p90": 5,
            "max": 5,
            "mean": 4.77
          },
          "reviews": {
            "n": 217,
            "min": 1,
            "p25": 16,
            "median": 37,
            "p75": 82,
            "p90": 145,
            "max": 1016,
            "mean": 69.86
          },
          "nameWords": {
            "n": 220,
            "min": 1,
            "p25": 3,
            "median": 4,
            "p75": 5,
            "p90": 6,
            "max": 10,
            "mean": 3.9
          },
          "categoryCount": {
            "n": 220,
            "min": 1,
            "p25": 1,
            "median": 4,
            "p75": 6,
            "p90": 7,
            "max": 10,
            "mean": 3.9
          },
          "hoursPerWeek": {
            "n": 210,
            "min": 16.5,
            "p25": 40,
            "median": 45,
            "p75": 51,
            "p90": 70,
            "max": 168,
            "mean": 49.17
          },
          "daysOpen": {
            "n": 210,
            "min": 3,
            "p25": 5,
            "median": 5,
            "p75": 6,
            "p90": 7,
            "max": 7,
            "mean": 5.42
          }
        },
        "adoption": {
          "isChain": {
            "yes": 1,
            "outOf": 220,
            "pct": 0
          },
          "hasWebsite": {
            "yes": 203,
            "outOf": 220,
            "pct": 92
          },
          "hasOwnWebsite": {
            "yes": 201,
            "outOf": 220,
            "pct": 91
          },
          "hasPhone": {
            "yes": 218,
            "outOf": 220,
            "pct": 99
          },
          "nameHasService": {
            "yes": 190,
            "outOf": 220,
            "pct": 86
          },
          "nameHasCity": {
            "yes": 21,
            "outOf": 220,
            "pct": 10
          },
          "nameHasState": {
            "yes": 4,
            "outOf": 220,
            "pct": 2
          },
          "nameHasGeo": {
            "yes": 23,
            "outOf": 220,
            "pct": 10
          },
          "hoursListed": {
            "yes": 210,
            "outOf": 220,
            "pct": 95
          },
          "open24All": {
            "yes": 3,
            "outOf": 220,
            "pct": 1
          },
          "open24Any": {
            "yes": 3,
            "outOf": 220,
            "pct": 1
          },
          "openWeekends": {
            "yes": 33,
            "outOf": 210,
            "pct": 16
          },
          "openSunday": {
            "yes": 34,
            "outOf": 210,
            "pct": 16
          },
          "openSaturday": {
            "yes": 71,
            "outOf": 210,
            "pct": 34
          },
          "openFriday": {
            "yes": 200,
            "outOf": 210,
            "pct": 95
          },
          "openMonday": {
            "yes": 208,
            "outOf": 210,
            "pct": 99
          },
          "openToday": {
            "yes": 71,
            "outOf": 210,
            "pct": 34
          },
          "openAtSearch": {
            "yes": 70,
            "outOf": 210,
            "pct": 33
          },
          "linksToHomepage": {
            "yes": 188,
            "outOf": 201,
            "pct": 94
          },
          "linksToInnerPage": {
            "yes": 13,
            "outOf": 201,
            "pct": 6
          },
          "linksToLocationPage": {
            "yes": 12,
            "outOf": 201,
            "pct": 6
          },
          "linkPathNamesMarketCity": {
            "yes": 12,
            "outOf": 201,
            "pct": 6
          },
          "linkHasUtm": {
            "yes": 9,
            "outOf": 201,
            "pct": 4
          },
          "linkHasAnyParams": {
            "yes": 10,
            "outOf": 201,
            "pct": 5
          }
        },
        "featureScore": null,
        "correlations": {
          "rankVs_rating": {
            "n": 217,
            "rho": 0.012,
            "significant": false,
            "strength": "no meaningful relationship"
          },
          "rankVs_reviews": {
            "n": 217,
            "rho": -0.299,
            "significant": true,
            "strength": "weak"
          },
          "rankVs_nameWords": {
            "n": 220,
            "rho": 0.167,
            "significant": true,
            "strength": "weak"
          },
          "rankVs_categoryCount": {
            "n": 220,
            "rho": -0.213,
            "significant": true,
            "strength": "weak"
          },
          "rankVs_hoursPerWeek": {
            "n": 210,
            "rho": 0.027,
            "significant": false,
            "strength": "no meaningful relationship"
          },
          "rankVs_daysOpen": {
            "n": 210,
            "rho": 0.028,
            "significant": false,
            "strength": "no meaningful relationship"
          }
        },
        "bands": [
          {
            "positions": "1-3",
            "n": 33,
            "reviews": 63,
            "rating": 4.9
          },
          {
            "positions": "4-7",
            "n": 44,
            "reviews": 43,
            "rating": 4.9
          },
          {
            "positions": "8-12",
            "n": 55,
            "reviews": 36,
            "rating": 4.9
          },
          {
            "positions": "13-20",
            "n": 88,
            "reviews": 27,
            "rating": 4.9
          }
        ]
      },
      "smallCity": {
        "markets": 11,
        "n": 214,
        "distributions": {
          "rating": {
            "n": 200,
            "min": 1,
            "p25": 4.3,
            "median": 4.9,
            "p75": 5,
            "p90": 5,
            "max": 5,
            "mean": 4.59
          },
          "reviews": {
            "n": 200,
            "min": 1,
            "p25": 2,
            "median": 6,
            "p75": 16,
            "p90": 47,
            "max": 595,
            "mean": 21.85
          },
          "nameWords": {
            "n": 214,
            "min": 1,
            "p25": 3,
            "median": 4,
            "p75": 5,
            "p90": 6,
            "max": 8,
            "mean": 3.93
          },
          "categoryCount": {
            "n": 214,
            "min": 1,
            "p25": 1,
            "median": 1,
            "p75": 4,
            "p90": 6,
            "max": 10,
            "mean": 2.52
          },
          "hoursPerWeek": {
            "n": 190,
            "min": 13,
            "p25": 38,
            "median": 42.5,
            "p75": 45,
            "p90": 49,
            "max": 84,
            "mean": 41.42
          },
          "daysOpen": {
            "n": 190,
            "min": 2,
            "p25": 5,
            "median": 5,
            "p75": 5,
            "p90": 6,
            "max": 7,
            "mean": 4.98
          }
        },
        "adoption": {
          "isChain": {
            "yes": 16,
            "outOf": 214,
            "pct": 7
          },
          "hasWebsite": {
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      "bottomN": 118
    },
    "reviews": {
      "topMedian": 34,
      "topN": 66,
      "bottomMedian": 13,
      "bottomN": 118
    },
    "nameWords": {
      "topMedian": 4,
      "topN": 66,
      "bottomMedian": 4,
      "bottomN": 127
    },
    "categoryCount": {
      "topMedian": 4,
      "topN": 66,
      "bottomMedian": 2,
      "bottomN": 127
    },
    "hoursPerWeek": {
      "topMedian": 42,
      "topN": 65,
      "bottomMedian": 42.5,
      "bottomN": 107
    },
    "daysOpen": {
      "topMedian": 5,
      "topN": 65,
      "bottomMedian": 5,
      "bottomN": 107
    }
  },
  "limits": [
    "Results were captured once on 2026-10-24, from one location setting per market. Rankings vary by device, personalization and time.",
    "Rank is the position within this query only. It is not a measure of overall visibility.",
    "Ratings and review counts are as displayed by Google Maps at capture time and can lag the business's actual reviews.",
    "Correlation is not causation. A relationship here describes what co-occurs among businesses that already rank, not what causes ranking.",
    "Businesses appearing in more than one market are counted once."
  ]
}