How to Price Your First Product Before You Have the Data

Early pricing is a judgement call made without evidence. How to make it anyway, and the mistakes that are expensive to reverse.

Price against the value the customer gets and the alternative they would otherwise use, not against your costs and not against a competitor's public page. You will not have enough data to be confident, and waiting for data is worse than deciding, because the decision compounds: pricing shapes who buys, who buys shapes the product, and the product shapes who you can sell to next.

Cost-plus is the wrong anchor for software.

Cost-plus pricing works when the marginal cost of delivery is meaningful. For software it usually is not, so anchoring to cost tells you almost nothing about what the thing is worth and typically produces a number far below what a customer would willingly pay.

The more useful question is what the customer does without you. If the alternative is three hours a week of someone's time, a spreadsheet nobody trusts, or a contractor invoice, you have a defensible anchor that is about their situation rather than your infrastructure bill.

This also gives you something to say in a sales conversation. A price justified by your own costs is impossible to defend; a price justified by the customer's alternative is a conversation about their business.

Copying a competitor imports their strategy

A competitor's published price is the output of their funding position, their cost base, their target segment, and decisions made eighteen months ago that they may already regret. Copying the number imports all of it without any of the reasoning.

It is worth knowing what the market looks like so you are not wildly outside it. It is not worth treating as a target. Being materially cheaper than an established competitor is a position, but it should be a chosen one, not an accident of benchmarking.

The common failure is anchoring low against a competitor and then discovering the segment that price attracts is the one least able to pay for support.

Pick the metric before the number

The unit you charge on matters more than the amount. Per seat, per usage, per outcome, and flat platform fees all create different customer behaviour, and changing the metric later is far harder than changing the number.

The test is whether the metric grows with the value the customer receives. If it grows with something they cannot control, or something they would rather do less of, you have built a reason for them to work around you.

Per-seat pricing on a tool you want widely adopted is the classic example: you have given the buyer a reason to limit how many people use the thing that would make it indispensable.

What to anchor to instead

Most early pricing decisions come down to one of a few anchors. They are not equally good, and the difference shows up within a year.

Common pricing anchors and what each one actually does.
AnchorWhat it gives youWhat it costs you
Your costsA floor you can defend internallyAlmost always leaves money on the table
A competitor's pageFast, feels safeImports their strategy and their segment
Customer's current alternativeA defensible story in a sales callRequires actually understanding their workflow
Value created, measuredThe strongest positionNeeds evidence you probably do not have yet
What the last buyer paidReal dataOne data point, often unrepresentative

Decide what you will not discount

Early sales conversations create enormous pressure to discount, and every discount granted without a rule becomes precedent. Within a year the price on the website is fiction and nobody internally knows what a deal should look like.

Decide in advance what a discount buys you: a longer term, a case study, a reference call, payment upfront, a defined scope. A discount that buys nothing is just a lower price.

Write the floor down and tell whoever is selling. A floor that lives only in the founder's head means every deal escalates to the founder.

Raising it later is harder than it sounds

The reassuring story is that you can start low and raise it once you have proof. In practice raising prices on existing customers is slow and uncomfortable, and most teams grandfather early customers indefinitely rather than have the conversation.

That leaves a cohort paying a price that no longer reflects the product, and it distorts every metric that includes them. It also anchors the team's sense of what the product is worth.

Starting slightly higher than feels comfortable, with a clear discount rule for early customers, is usually the better risk. A discount is easy to withdraw for new buyers. A price increase is not.

Revisit it on a schedule, not on a feeling

Put a date on the next pricing review rather than waiting for it to feel urgent, because by then it usually is. Twice a year is reasonable in the first couple of years.

What to look at: how often you are discounting and by how much, whether the metric still tracks the value delivered, what customers say when they churn, and whether the segment you are attracting is the one you want.

The signal that pricing is wrong is rarely a complaint about price. The signal shows up as a pattern in who buys and who leaves.

What to check in your business

  • The price is anchored to the customer's alternative, not to your costs.
  • The charging metric grows with the value the customer receives.
  • There is a written floor, and whoever sells knows it.
  • Discounts buy something specific in return.
  • A pricing review is scheduled rather than triggered by discomfort.

Pricing is one of the few decisions a founder makes early that keeps compounding. It is worth an uncomfortable conversation now rather than a repricing project in two years.

Frequently asked questions

How do I price with no customers yet?

Anchor to what the customer currently does instead: the hours it takes, the tool they pay for, or the contractor they use. That gives you a defensible starting point without usage data, and it gives you something concrete to discuss in early sales conversations.

Should I publish pricing on the website?

Publishing filters out buyers who were never going to pay, which saves time. Holding it back suits genuinely variable scope. The worse option is publishing a price you routinely discount, which teaches buyers the number is not real.

Is it better to start low and raise later?

Usually not. Raising prices on existing customers is slow and uncomfortable, and most teams end up grandfathering early customers indefinitely. Starting higher with an explicit early-customer discount achieves the same entry price and is far easier to unwind.

How often should pricing be reviewed?

Twice a year in the first couple of years, on a scheduled date rather than when it starts to feel wrong. Look at discount frequency, whether the metric still tracks value, and which segment you are actually attracting.

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