The Hard Truth about Product Pricing: It is not just Math

Over my career as a Product Manager building products from 0 → 1, one of the most rewarding – and challenging – parts has been pricing.

Every organization has its own templates and processes. But one truth remains constant:

Pricing shapes the customer behavior you want.

In this case, I was working on a product that was new to my organization—but not new to the market. Competitors already had similar offerings. Ours, of course, had more features and a stronger value proposition. The expectation was clear: this product would ease competitive pressure and unlock new opportunities.

Pricing would be critical.

Subscription was a given.
The real question was: what should the metric of pricing be?


What I did

I approached pricing the way most product managers do – methodically.

  • Studied the market: competitor pricing models and metrics
  • Benchmarked internally: where this product fits within our product portfolio and the pricebook
  • Built cost models: margins, variability across regions
  • Explored pricing metrics: what should customers actually pay for?
  • Talked to customers: hundreds of conversations to understand urgency and willingness to pay
  • Exchanged notes with my colleagues who had been through a similar pricing exercise for their products. How do we navigate through the various stakeholders?

I spent a disproportionate amount of time on cost. The product had global variability, which made pricing tricky. A region-based model added complexity.

And that led to an important realization:

The more complex your pricing, the more time you’ll spend explaining it to sales teams and customers for the lifetime of the product.

Simplicity matters more than we admit.

I leaned on past pricing exercises, but this product was different. There wasn’t a clear precedent. I spoke to peers, tried to understand how decisions were really made, and eventually narrowed it down to two viable pricing options.

I was ready.


What actually happened

I got two minutes with leadership.

They picked a number.
They picked a metric.

That was it.

Everything I had built – analysis, models, customer insights – became supporting material for a decision that was already made.

Even when there were differing views later, the outcome didn’t change.


What I learned

At first, it felt like the work didn’t matter.

But over time, I realized I was solving only part of the problem.

I was operating in what I now think of as:

The Three Layers of Pricing Decisions

  1. Analytical Layer
    Data, competition, customer value
    (where I spent most of my time)
  2. Strategic Layer
    Market positioning, revenue goals, portfolio alignment
  3. Decision Layer
    Who makes the call and when the decision is actually made

Most product managers focus on Layer 1.

Pricing decisions are made in Layers 2 and 3.


The takeaway

If you’re responsible for pricing, your job isn’t just to find the right number.

It’s to:

  • Understand how the decision will be made
  • Engage early – before options narrow
  • Align your work to the people who own the outcome

Because by the time you’re presenting your analysis, the decision may already be made.

mithunhebbar's avatar

Residing in the United States, I am a Techie by profession and a thinker and doer by birth. I muse about any topic under the sun and love to share my thoughts in print when I am not doing something with them. I love reading and at some point, thought that maybe others would like to read what I have to write, too!

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