← InsightsMarch 1, 2026 · 2 min read

Pricing Strategy Without Market Data

New products, new categories, and early-stage companies cannot benchmark pricing. Here is a value-based method that works without comparable data.

The default move when pricing a new product is to find a comparable competitor and price slightly above or below. The default move is wrong twice. Once because there usually is no true comparable, and twice because pricing is a function of value delivered, not of competitor positioning.

The value-based version

A value-based pricing method asks one question first: what is the customer's economic outcome from using the product, and what fraction of that value can the seller credibly capture?

If the product saves a customer fifty thousand dollars per year by replacing a manual process, the price should be a meaningful fraction of that fifty thousand. Typically ten to thirty percent, depending on the product's strategic centrality and switching cost. The competitor's price is a sanity check, not the input.

How to estimate value when nobody has built it yet

The trap is that early customers cannot measure outcomes that have not happened yet. The workaround I use is two-step:

  • Map the customer's current cost of the alternative (labor hours, opportunity cost, error rate, foregone revenue) into dollars
  • Estimate the realistic outcome of using the product against that baseline, expressed as a range

Then price the product as a fraction of the range, not the average. Customers will challenge the range; let them. The conversation is the qualification.

Why this method beats benchmarking

Benchmark pricing optimizes for "what is reasonable in the market." Value-based pricing optimizes for "what is reasonable for what we deliver." The first is a competitive position. The second is a business model.

Companies that benchmark-price end up in the middle of the market by default. Companies that value-price end up wherever their value math takes them, which is often higher than benchmarks would suggest, and occasionally lower in segments that are less ready for the value being offered.

The packaging move that follows

Once value-based pricing exists, packaging becomes a value-segmentation tool, not a feature list. Tiers correspond to value brackets, not to fields-per-record limits. The conversation with the customer becomes "which value tier fits your business," not "which feature set fits your budget."

That conversation is the difference between a transactional sale and a strategic one.

Written by Ramy Stephanos. SF Advisor | Consulting.