Demand & SEO

How to estimate market size for a new product (bottom-up, with free US data)

Estimate market size for a new product bottom-up: TAM, SAM and SOM, free US Census and BLS data sources, a worked example and the mistakes investors spot.

By Ankush Derle8 min read
In this article
  1. Top-down vs bottom-up
  2. The formula
  3. Free US data sources
  4. Worked example
  5. Check the estimate against real demand
  6. Common mistakes

Market size answers one question: if everything goes well, how big can this get? For a new product there is no historical sales data, so you estimate from what you can count. This guide shows the bottom-up method, which investors trust more than big industry figures, using free US government data and a worked example.

Top-down vs bottom-up

Top-downBottom-up
Starts fromA published industry totalA count of customers you can reach
MethodTake a percentage of the totalCustomers × price per year
Weakness“1% of a $50B market” proves nothingTakes longer; needs a real customer definition
Use forA sanity checkYour actual estimate

Investors discount top-down numbers because they skip the hard part: who exactly buys, and how many of them there are.

The formula

Market size = number of potential customers × average revenue per customer per year. Most founders then narrow it in three layers:

  • TAM (total addressable market): everyone who has the problem.
  • SAM (serviceable available market): those you can actually serve, given your product, price and geography.
  • SOM (serviceable obtainable market): the share you can realistically win in the next few years.

Free US data sources for counting customers

SourceWhat it countsGood for
Census Bureau: County Business PatternsBusinesses with employees, by industry (NAICS code), county and sizeB2B products sold to a type of business
Census Bureau: Nonemployer StatisticsBusinesses with no employees, by industryProducts for freelancers and solo operators
Census Bureau: American Community SurveyHouseholds and people by age, income, locationConsumer products
Bureau of Labor StatisticsEmployment by occupation and industryTools sold per professional (e.g. per bookkeeper)
Trade associationsMembers, surveys, industry spendNiche industries
Keyword search volumeHow many people search for the problem monthlyChecking demand is real

Census tables are organized by NAICS industry codes. Find the code for your customer's industry first (the Census NAICS search does this), then pull the count.

Worked example

Illustrative figures only. Look up the current Census numbers for your own industry; these round numbers show the method, not real counts.

Product: scheduling software for independent dental practices in the United States, priced at $150 per month.

  1. Count customers. County Business Patterns lists establishments under the NAICS code for offices of dentists. Suppose it shows about 120,000 establishments.
  2. Narrow to your customer. You serve independent practices with fewer than ten staff. If the size breakdown shows roughly two-thirds are that size, that is about 80,000 practices.
  3. Apply the price. $150 × 12 = $1,800 per year. SAM ≈ 80,000 × $1,800 = $144 million a year.
  4. Estimate what you can win. If you believe you can win 1,000 practices in three years through your channels, SOM ≈ 1,000 × $1,800 = $1.8 million a year.

The SOM is the number that matters for your plan. It should connect to a channel: how exactly will you reach those 1,000 practices?

Check the estimate against real demand

Counting potential customers does not prove they want your product. Two cross-checks:

Cost per click →

Proven and valuable

High volume, high CPC. Real demand; slow to rank. Look for narrower terms.

Often the sweet spot

Moderate volume, high CPC, lower difficulty. Buyers exist and the results are open.

Interest, little buying

High volume, near-zero CPC. Common for curiosity and informational topics.

Too early, or too niche

Low volume, low CPC. Check the problem searches before ruling it out.

← Search volume
Read volume and cost per click together. Advertisers only keep paying for clicks that turn into customers.
  • Search demand: if thousands of practices might need this, some of them should be searching for it. See estimating demand with search volume.
  • Competitor revenue: if competitors exist, their size (headcount, traffic, funding) tells you whether the market supports businesses like yours.

Common mistakes

  • Using the whole industry as your market. Nobody sells to all of it.
  • Using an unrealistic price. Base it on what competitors charge.
  • Counting people instead of buyers. A practice buys one subscription, not one per dentist, unless you price per seat.
  • A SOM with no channel behind it. “We will get 1%” needs a how.

Once the numbers hold, check the rest of the business with how to know if a business idea is viable.

Frequently asked questions

How do you calculate market size for a new product?

Bottom-up: count the potential customers you can serve (from sources such as Census County Business Patterns or the American Community Survey), multiply by what each would pay per year, then estimate the share you can realistically win.

What is the difference between TAM, SAM and SOM?

TAM is everyone with the problem; SAM is the part you can serve with your product, price and geography; SOM is the share you can realistically win in the next few years.

Where can I find free market size data in the US?

The Census Bureau (County Business Patterns, Nonemployer Statistics, American Community Survey), the Bureau of Labor Statistics, trade associations and keyword search volume data.

See your market, with the sources attached.

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