100 markets measured

How four AI models answer purchase questions about local services across the United States, market by market. Each card is the share of responses naming one of the top 3 companies — open one for the full breakdown.

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100 of 100 markets
theSierraIndex
HVAC contractors
Atlanta, GA
90.6%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Atlanta, GA
81.9%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Boston, MA
76.1%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Boston, MA
72.5%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Charlotte, NC
69.6%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Charlotte, NC
80.4%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Chicago, IL
67.4%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Chicago, IL
71.4%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Dallas, TX
55.8%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Dallas, TX
77.9%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Denver, CO
68.8%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Denver, CO
74.6%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Detroit, MI
73.9%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Detroit, MI
79.7%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Houston, TX
72.5%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Houston, TX
70.8%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Las Vegas, NV
58.0%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Las Vegas, NV
76.1%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Los Angeles, CA
87.0%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Los Angeles, CA
59.1%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Miami, FL
76.8%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Miami, FL
78.3%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Minneapolis, MN
81.9%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Minneapolis, MN
65.9%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Nashville, TN
90.6%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Nashville, TN
84.1%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
New York, NY
62.3%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
New York, NY
60.1%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Orlando, FL
79.7%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Orlando, FL
78.3%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Philadelphia, PA
85.5%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Philadelphia, PA
78.6%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Phoenix, AZ
52.9%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Phoenix, AZ
85.7%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
San Antonio, TX
66.7%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
San Antonio, TX
65.6%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Seattle, WA
83.3%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Seattle, WA
84.8%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Tampa, FL
79.0%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Tampa, FL
81.2%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Albuquerque, NM
81.3%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Albuquerque, NM
78.1%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Bakersfield, CA
71.9%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Bakersfield, CA
85.9%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Baton Rouge, LA
76.6%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Baton Rouge, LA
75.0%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Birmingham, AL
54.7%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Birmingham, AL
82.8%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Boise, ID
81.3%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Boise, ID
81.3%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Chattanooga, TN
85.9%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Chattanooga, TN
79.7%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Colorado Springs, CO
78.1%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Colorado Springs, CO
76.6%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Des Moines, IA
81.3%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Des Moines, IA
84.4%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Fresno, CA
57.8%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Fresno, CA
79.7%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Grand Rapids, MI
82.8%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Grand Rapids, MI
82.8%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Greenville, SC
76.6%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Greenville, SC
75.0%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Kansas City, MO
75.0%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Kansas City, MO
75.0%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Knoxville, TN
64.1%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Knoxville, TN
84.4%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Little Rock, AR
60.9%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Little Rock, AR
76.6%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Oklahoma City, OK
82.8%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Oklahoma City, OK
75.0%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Omaha, NE
71.9%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Omaha, NE
84.4%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Spokane, WA
85.9%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Spokane, WA
81.3%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Tucson, AZ
67.2%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Tucson, AZ
65.6%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Tulsa, OK
70.3%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Tulsa, OK
89.1%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Wichita, KS
78.1%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Wichita, KS
73.4%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Amarillo, TX
79.7%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Amarillo, TX
85.9%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Fayetteville, AR
54.7%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Fayetteville, AR
71.9%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Fort Wayne, IN
84.4%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Fort Wayne, IN
85.9%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Huntsville, AL
67.2%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Huntsville, AL
75.0%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Lubbock, TX
70.3%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Lubbock, TX
71.9%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Peoria, IL
81.3%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Peoria, IL
78.1%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Rockford, IL
89.1%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Rockford, IL
84.4%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Savannah, GA
78.1%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Savannah, GA
87.5%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Sioux Falls, SD
78.1%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Sioux Falls, SD
87.5%
Share of responses naming a top-3 company.
theSierraIndex
HVAC contractors
Springfield, MO
82.8%
Share of responses naming a top-3 company.
theSierraIndex
Roofing contractors
Springfield, MO
79.7%
Share of responses naming a top-3 company.
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