Can We Drive the Same Outcome for Different Customer Segments?Dear Reader, "An outcome is a measurable change in human behavior that creates business value." (via Josh Seiden). But what if different customer segments share the same problem? Should you repeat the outcome on your impact map? The answer: Yes—when it forces clarity. Let me give you an example: Let's say you're a Product Manager working on the upload functionality for YouTube videos. On the one hand, you have creators like MKBHD (20M+ subscribers), and on the other, an everyday dad who enjoys sharing his favorite coffee recipes for a couple of hundred like-minded coffee nerds. To drive your overarching business impact of "Increase Ease of Video Publishing Score by 20%" and from various research sources, you identify both segments having the same problem: "I don't know if my video will finish processing successfully, so I have to keep the browser tab open and monitor it until completion." Turned into an Outcome like: "Let creators know about successful video processing without having to keep the tab open." Do you write this once, or repeat it under each actor? Repeat it. Here's why. The Priority and Quality of your Solution While both might have the same problem, the solutions required to solve it for them might have to deliver different functionality, and the separation by segment helps you a) to name these differences, and b) to prioritize whom to focus on. MKBHD's insane 8K videos require a different background processing and maintain the ability for his 10+ people team to add assets like thumbnails, descriptions, and shoppable products to the video beyond the clip. Coffee Dad doesn't need any of that and just wants to be safe that the video gets published. By repeating the outcome, you're forced to ask: "Do these segments need different solutions?" Without repetition, teams assume one notification system serves both. Measuring Success When you measure the progress toward solving your problem across customer segments (especially when you serve very heterogeneous segments), you can get lost in averages. You deploy one solution and check the overall numbers for a metric linked to your target Outcome, such as the % of creators who close the browser after the first upload without losing the to-be-published video. When, instead, you want to separate this metric per segment to either set more specific goals from the get-go, to articulate your priorities, and to measure success in hindsight more specifically. Repeating the outcome forces you to define success criteria for each segment, not to accept misleading averages. When to Repeat the Same Outcome for Different Segments✅ Repeat when:
❌ Don't repeat when:
The test: If repeating forces better questions about solutions, metrics, or priorities—do it. Repeating outcomes isn't about following rules—it's creating forcing functions for better conversations:
Next time you find a shared problem across segments, ask: Would repeating this outcome force us to have a conversation we're currently avoiding? Thank you for Practicing Product, Tim Join my In-Person Workshops in BerlinI'm excited to bring my beloved in-person workshops back to Berlin in January 2026. You can choose between 1-day workshops on Product Strategy, Product OKRs, or Product Discovery, or opt for the full 3-day experience for you or your team.
(reach out for custom team quotes) 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. |
1 tip & 3 resources per week to improve your Strategy, OKRs, and Discovery practices in less than 5 minutes. Explore my new book on realprogressbook.com
Product Practice #430 How to Think About Product Strategy in the Age of AI PUBLISHED Oct 16, 2026 READ ON HERBIG.CO Dear Reader, Two weeks ago, I had the incredible opportunity to be on Akash's Product Growth Podcast. Now that the episode is out, I can finally share it with you as well. I typically don't put podcast episodes front and center in this newsletter, but since this is more of a 1-hour AI Product Strategy Masterclass than an audio-only podcast, I think it's one of the best pieces of...
Product Practice #429 Linked Better Practices over Stacked Best Practices PUBLISHED Oct 11, 2026 READ ON HERBIG.CO Meet Me Next Week at Just Product 2026 Get your Ticket Dear Reader, When a leadership team wants to introduce OKRs, it can be tempting to start by turning every bullet point of your strategy into an OKR. But a long list of priorities will still compete for the same time and attention, even when it gets repackaged. Before moving into OKR drafting, I like to work through this...
Product Practice #428 Linked Better Practices over Stacked Best Practices PUBLISHED Oct 5, 2026 READ ON HERBIG.CO Dear Reader, Sorry for the slip in sending this one out on Friday. To make up for it, there will be (for the first time ever) two newsletters going out this week. Recently, a CPO told me about an engineer who had used AI to develop a proposal. But when the decisions in it were questioned, the engineer kept referring him back to the output. The CPO wondered how that conversation...