Defining Product Outcomes: The 8 Most Common Mistakes You Should Avoid

Teresa Torres and Hope Gurion, both product discovery coaches, walk through the eight most common mistakes teams make when defining product outcomes. They argue that outcomes often get mislabeled as outputs, disconnected from business value, placed outside a team's control, narrowed into vanity traction metrics, or made dependent on many other teams. They also warn against measuring actions instead of customer value, relying on vague sentiment metrics, and ignoring accountability models that shape behavior. The core message is that good outcomes sit within a team's influence, tie back to how the company makes money, and encourage learning rather than defensive performance. Because clear outcomes determine what teams choose to build, getting them right shapes both product quality and team morale.

01Key takeaways

• Check whether an outcome describes a change in customer behavior or value, or merely confirms that something shipped.
• Link every team outcome explicitly to how the company makes or saves money so teams can judge their impact.
• Give teams product outcomes they can influence, and reserve multi-team outcomes for cases where those teams truly coordinate.
• Pair satisfaction metrics with specific behaviors so improving one doesn't quietly damage the other.
• Measure the point where customers get value, even if you start with a directional proxy and refine it over time.
• Design accountability around learning and reflection rather than individual penalties to avoid sandbagging and risk aversion.

02Key sections

Outputs Disguised as Outcomes

Many 'outcomes' are really yes-or-no deliverables, such as shipping an app. A true outcome describes the change in customer behavior or value that the output is meant to produce.

Connecting Outcomes to Business Value

Teams struggle to judge their impact when outcomes aren't linked to the company's strategy and revenue or cost model. Product leaders must supply that strategic context and check whether teams understand it.

Span of Control and Dependencies

Business-level goals like revenue growth are rarely within one product team's reach, so teams need product outcomes they can influence. When multi-team outcomes are unavoidable, the teams involved must coordinate on a shared goal.

Traction Metrics and Sentiment Pitfalls

Narrow traction metrics can become vanity measures that customers don't care about, while vague sentiment metrics give no direction. Pairing sentiment with a behavior, such as engagement balanced against satisfaction, provides better guardrails.

Measuring Value and Accountability

Teams should measure the value customers actually receive, even if it starts as a directional proxy. Accountability systems should favor learning over individual penalty, since punitive models push teams toward safe, output-focused goals.

03From the post

“I recently sat down with fellow Product Talk coach and instructor Hope Gurion to discuss some of the common mistakes we see teams make when it comes to defining outcomes. You can watch the video of our conversation or check out a lightly edited version of the transcript below. Full”

04Frameworks mentioned

Summary and takeaways written by PM Atlas; quotes are short excerpts. © the original author.