Testing a price before you set it: a four-step method
By The Panelia team5 min read
Guessing a price is costly both ways: too high and you lose sales, too low and you leave margin on the table. Here's how to test it properly before launch.
Price is the most profitable decision in any launch, and often the least tested. We polish the product for months, then pick the price in a meeting, on instinct. Yet a price can be tested, and fairly quickly. Here's a simple method.
Step 1: set price hypotheses, not a single number
Never test "the price," test several levels. Pick, say, three points: a cautious price, a target price, an ambitious price. The goal isn't to guess right on the first try, but to see how demand reacts when the price moves.
Keep clear gaps between levels. Testing 19, 20 and 21 teaches you nothing. Testing 19, 29 and 39 reveals the slope of demand.
Step 2: measure intent, not just opinion
"Do you find this price reasonable?" is a bad question: almost everyone prefers to pay less. Instead, ask for concrete intent at each price level: at 29, would you buy this product? Intent commits, opinion doesn't.
That's exactly what a synthetic panel produces: for each concept and each price, a distribution of purchase intent, not a soft average.
Step 3: read the curve, not the point
By crossing intent with price, you get a demand curve. Three readings matter:
- The tipping point: the price beyond which intent drops sharply. Often just below a psychological threshold.
- The plateau: the zone where raising the price barely lowers demand. That's where margin hides.
- Elasticity by segment: a premium audience and a price-sensitive one don't react the same. The average hides these gaps.
Step 4: decide with margin in mind
The best price isn't the one that maximizes intent, it's the one that maximizes intent multiplied by margin. A slightly higher price that loses a few buyers but gains a lot in unit margin often beats a "popular" low price.
Run the math on two or three scenarios. The right price usually becomes obvious once margin is in the picture.
In practice
This loop fits in an afternoon with a synthetic panel: three price levels, one concept, a distribution of intent per level, and a documented decision. You don't remove the risk, but you stop setting a price with your eyes closed.