Smarfle Research

Small Business Statistics & Research

Original data studies on local service businesses, from the team behind Smarfle CRM. Real numbers, clear methodology, and interactive tools you can use and cite.

Research by Ihor Lavrenenko, Founder of Smarfle CRM.

2.4M+

businesses analyzed

51

states + DC

13

data studies

Free

to cite (CC BY 4.0)

Reviews & Reputation

Google Review Benchmarks for Local Service Businesses

Key finding

7,400+ businesses analyzed across 15 industries and 25 cities

How many Google reviews do you need to compete? We analyzed 7,400+ local service businesses across 15 industries and 25 U.S. cities to find out.

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Industry & Market Data

Best States for Home Service Businesses

Key finding

All 50 states + DC ranked by home-service business density

Which U.S. states have the most home service businesses? We ranked all 50 states plus DC by HVAC, plumbing, electrical, landscaping, cleaning, and pest control business counts and density, using U.S. Census data.

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Industry & Market Data

Landscaping Business Statistics by State

Key finding

630,000+ U.S. landscaping businesses ranked across all 50 states

How many landscaping businesses are in the U.S.? We ranked all 50 states by landscaping business count and density using U.S. Census data: 630,000+ businesses, mostly solo operators.

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Industry & Market Data

Pest Control Business Statistics by State

Key finding

32,000+ U.S. pest control businesses, jobs, and pay ranked by state

How many pest control businesses are in the U.S., where are they concentrated, and what do pest control workers earn? All 50 states ranked on business count, density, employment, and pay using U.S. Census data.

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Industry & Market Data

Electrician Business Statistics by State

Key finding

243,000+ U.S. electrical businesses, 1M+ jobs, and pay ranked by state

How many electrical contractors are in the U.S., where are they concentrated, and how much do electricians make? All 50 states ranked on business count, density, employment, and average pay using U.S. Census data.

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Industry & Market Data

Cleaning Business Statistics by State

Key finding

1.1M+ U.S. cleaning businesses (94% solo) ranked by state

How many cleaning businesses are in the U.S., how many are solo operators, and what do cleaners earn? All 50 states ranked on business count, density, employment, and pay using U.S. Census data.

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Industry & Market Data

Home Service Trades Compared

Key finding

6 trades compared on pay, size, and solo share (electrical pays most)

Which home-service trade pays the most, has the most solo operators, and is the most crowded? We compared 6 trades on business count, employment, pay, and solo share using U.S. Census data.

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Industry & Market Data

Business Formation Statistics by State

Key finding

6M+ new business applications a year, ranked across all 50 states

How many new businesses are being formed in each U.S. state? We ranked all 50 states by business applications, per-capita density, and year-over-year growth using the latest Census Business Formation Statistics.

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Industry & Market Data

Home-Service Demand by State

Key finding

1M+ housing permits a year + home-price growth, ranked by state

Where is home-service demand growing fastest? We ranked all 50 states by new building permits, per-capita construction activity, and home-price growth using the latest federal data.

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Industry & Market Data

Fastest-Growing Trades Through 2034

Key finding

18 trades ranked by projected growth, openings, and pay (solar leads at +42%)

Which skilled trades will grow fastest by 2034? We ranked home-service trades by BLS-projected employment growth, annual job openings, and median pay using U.S. Bureau of Labor Statistics Employment Projections.

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Industry & Market Data

Plumber Salary by State

Key finding

Plumbers earn a $63,800 median; pay ranked across all 50 states

How much do plumbers make? Median and cost-of-living-adjusted pay plus employment for plumbers, pipefitters, and steamfitters in all 50 states, from U.S. Bureau of Labor Statistics data.

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Industry & Market Data

HVAC Technician Salary by State

Key finding

HVAC techs earn a $61,010 median; pay ranked across all 50 states

How much do HVAC technicians make? Median and cost-of-living-adjusted pay plus employment for HVAC mechanics and installers in all 50 states, from U.S. Bureau of Labor Statistics data.

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Industry & Market Data

Roofer Salary by State

Key finding

Roofers earn a $55,440 median; pay ranked across all 50 states

How much do roofers make? Median and cost-of-living-adjusted pay plus employment for roofers in all 50 states, from U.S. Bureau of Labor Statistics data.

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For journalists & researchers

Every study is free to use and cite with attribution (Creative Commons BY 4.0). Each one ships with the raw data and an embeddable chart so you can drop the numbers straight into your article or report.

Download the data

Every study has a one-click CSV export with the full state-by-state dataset.

Embed the map

Each by-state study has an “Embed this map” button with a copy-paste snippet for your site.

Custom data requests

Need a specific cut or an interview? Email Ihor.

How we research

Every figure comes from a citable public dataset, never an estimate or a guess. Our primary sources are the U.S. Census Bureau (County Business Patterns, Nonemployer Statistics, American Community Survey) for business counts, employment, and population, and the U.S. Bureau of Economic Analysis for cost-of-living adjustments. Our Google review benchmarks use first-party data collected from Google Maps. Each study lists its exact sources, methodology, and caveats.

Data vintage: 2023–2024 (latest available). Last updated June 2026.

More studies publishing regularly. Have a data question about local service businesses? Email Ihor.