How much Money will this Feature make?


How much Money will
this Feature make?

PUBLISHED

Jan 30, 2026

READ ON

HERBIG.CO

I'm hosting my first free live webinar in 2026: Go From "We Need a Strategy" to "Here's Exactly What We're Doing and Why" — In 60 Minutes on Feb 11 at 5:00 PM CET (11:00 AM EST | 8:00 AM PT). Bring all your questions, and I will work through them on the spot. Note that there will be no recording - this is about hands-on interaction, not just information transmission.

​Dear Reader,​

"How much money will this feature make?" Raise your hand if you've heard this question at least once in your career.

Ok, you can take them down now and continue scrolling.

I for sure have. And, I get it. Money is what keeps the lights on, and in the midst of enjoying attaching fancy labels to obvious activities, product managers often lose sight of the point of their work. In essence, we try to solve people's problems to drive business goals. These business goals may not always be directly about money, but even improvements in internal efficiency or retention are expected to lead to increased revenue over time.

Why do I still think it's the wrong question? Because we need to separate what our solutions can influence directly from what they only contribute to.

When I worked in a B2C Premium Memberships team, we focused on imminent success metrics. Even as I was optimizing the design of a freemium feature aimed at luring in non-paying customers, we didn't use "money" to measure its success. We designed for, and measured how many more people this brought into the funnel. Yes, we observed how the variant cohorts performed mid- to long-term for upsell page and checkout conversion rates. But that is for what Rich Mironov calls "Money Stories."

In this excellent talk at Product at Heart 2024, he acknowledged the importance of "SWAG predictions" - Stupid Wild Ass Guesses. We should be explicit about the (internal or external) customer behavior we want to drive, but also acknowledge the uncertainty in the exact ambition.

Even more, we should define the directional contribution we want to make, so that alignment with overarching strategic goals can serve as a guardrail.

Yes, an improvement in usability can lead to a mid-term increase in customer satisfaction, and, thereby, an increase in revenue from retention. BUT, if our goal is to increase revenue from NEW b2b customers this year, this isn't a priority for us at the moment, even if the influenceable customer impact is admirable.

This should lead to what I call directional narrative statements in the context of what you will work on, what you aim to influence, and what you want to contribute to:

We will increase the visibility of the premium value on feature X,
because we want to make more free customers curious and thereby convince them to enter the subscription funnel,
so we can contribute to our overarching goal of increasing the number of paying members.

So, the next time you're asked, "How much Money will this Feature make?" share a directional narrative instead of wasting hours on busywork calculating the direct revenue impact of the new dashboard.

Thank you for Practicing Product,

Tim

PS.: Don't forget to claim your spot for my free webinar on creating your pragmatic Product Strategy on Feb 11.

If you consume one thing this week, make it this...

Where Synthetic Users Fail

Synthetic has its place: low-stakes decisions, B2C research where personas are broad ("men 35-50 buying jeans"), early brainstorming. But for B2B where you target a specific job title, at a specific company size, in a specific industry? There's so much to context to how those people think, and LLM generated respondents are generating bs. I get it that speed and cost are seductive. But isn't it decision certainty that you're actually buying.

Who is Tim Herbig?

As a Product Management Coach, I guide Product Teams to measure the real progress of their evidence-informed decisions.

I focus on better practices to connect the dots of Product Strategy, Product OKRs, and Product Discovery.

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