How product discovery influences the product roadmap

Q: How much time should a team allocate for product discovery?

It depends on the scope of the decision . A light research cycle may take a few days. A focused initiative could span weeks. The key is to allocate time not only for gathering insights, but also for synthesizing them into actionable plans.

Q: What if research findings contradict the current roadmap?

This is where product judgment comes in. You do not need to act on every insight, but you do need to weigh what you learn. If the findings suggest your current plan is misaligned with user needs, it is better to adjust course early.

Q: How do you keep discovery findings from getting lost?

Centralize documentation. Make sure insights, recordings, and notes live somewhere accessible (ideally, linked to features and strategic goals). Aha! Discovery helps with this by tying research directly to your product planning.

Q: Can discovery work be done without talking to customers?

Surface-level discovery, yes. But real insight comes from direct conversation . Product analytics and feedback forms are helpful, but they often miss context and nuance. Customer interviews are still the most powerful discovery tool available.

A practical guide for connecting customer insights to product direction

Last updated: May 2025

The best product teams know product discovery happens daily. It should be continuous and interwoven into every aspect of product development, from conversations with customer-facing teams to gathering user feedback. Every interaction you have with or about your customers is an opportunity to learn and identify new ways to solve their problems.

But product discovery is not passive. You cannot wait and hope someone will tell you what they need or what they think about a new direction you are pondering. It is not a miracle cure, either — you cannot expect to finish with a list of perfectly scoped features to pursue.

The goal of a focused customer research session is to learn. What you do with those learnings is up to you. This guide will take you through product discovery best practices and offer some tactical advice, including common triggers for research and how you can move from insight to action with confidence.

Keep on reading or use the following links to skip ahead:

When to conduct product discovery
What to expect from customer research
How to turn user insights into product decisions

Jump-start your product discovery efforts with Aha! Discovery.

When to conduct product discovery

Of course, product discovery happens every day. But how do you know what merits more focused customer research?

You do not want to ratchet up a full-scale project for every release or feature — it is not sustainable or cost-effective to do so. These types of product discovery efforts consume internal resources and require outbound customer communication.

This is why you want to be sure that you can recognize the most common triggers. You can engage in research when it will be most impactful.

It helps to be familiar with the specific situations that necessitate a comprehensive approach. Below are a few example scenarios that should be familiar to you, grouped by theme.

Product initiatives

Maybe you are preparing to pitch a new product direction to executive stakeholders, but know that leadership is skeptical about making the investment right now. Or maybe you have already begun planning and want to validate the direction.

Here are a few scenarios where product initiatives impact product discovery:

You are planning a major release … but are unsure if the backlog reflects real customer priorities.
You are pivoting an existing product … and want to narrow in on core use cases.
You are exploring several significant new features … but want to understand which one will deliver the most value.

Market shifts

Maybe you are feeling pressure to add an AI-enabled feature to your product because of general buzz, but you have a gut feeling that it might not actually add value to your product. Or maybe a sudden cohort of seemingly similar products is flooding the market with advertising dollars and there is concern about market dilution.

Here are a few scenarios where a market shift impacts product discovery:

You observe new market trends … but are not sure if pursuing the new direction makes sense for your business.
You identify new tech … and want to know if incorporating it will benefit your customers.
You are aware of a surge of competitor products … and while you think that your product outperforms the others, the sales team is jumpy about customers leaving.

Customer feedback

Maybe sales teammates keep pestering you to build a certain feature (because they claim every prospective customer declines to purchase, as your product does not have it). Or maybe you know folks are struggling with an aspect of your product, but cannot pinpoint why.

Here are a few scenarios where customer feedback impacts product discovery:

You hear about emerging customer pain points … and want to know if you can identify a valuable solution.
You learn about recurring user challenges … but are not sure exactly where the breakdown is happening.
You receive consistent requests for functionality … and want to better understand the context and level of demand.

Data trends

Maybe your weekly product KPIs report revealed a downward trend in engagement and, after checking in with customer-facing teams, you are flummoxed as to what could be the root cause. Or maybe several large customers cancelled their contracts and you want to know what they are using instead of your product and what ultimately prompted them to leave.

Here are a few scenarios where data trends impact product discovery:

You identify a decline in new user engagement metrics … but cannot find the reason.
You see significant changes in usage patterns … and have a hunch that customer preferences are evolving.
You experience customer churn or attrition … and want to understand how to improve.

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What to expect from customer research

What should you expect from customer research? How do you measure the success of product discovery?

You might think that these efforts are only valuable if you can directly connect the research to development of new functionality. This is certainly one definition of success. However, a broader and more holistic view would be that successful customer research generates learnings the entire organization can use to guide and improve the product development process.

There are tactical and tangible outputs that you can expect to gain, such as:

Documented learnings: Knowledge that can inform future planning and support product decisions, including both qualitative and quantitative data (e.g., interviews, surveys, and usability testing)
Clearly defined problem statements: An understanding of user needs and pain points, often manifested as personas and user journey maps
Validated opportunities: Ideas for new functionality that clearly address user needs and support business goals
Organized and prioritized product backlog: Features sorted by potential value score, so that the team can work on what is most important
Defined scope for features: Ranging from requirements to wireframes or early-stage prototypes

These outputs support product teams in planning and making roadmap adjustments. But there are more subtle benefits, too. Product discovery gives you necessary customer context that can sharpen how you think about the long-term success of your product. You get needed evidence that helps you prioritize or postpone work based on urgency, impact, and feasibility. And it can be a grounding force as well, serving as a helpful way to reframe internal conversations around actual user needs — not the latest splashy trend or harebrained idea.

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How to turn user insights into product decisions

We often refer to user insights when referring to the importance of product discovery. But when you run a focused product discovery effort, your goal goes beyond learning about customers. It also involves uncovering what you need to make a sound product decision.

The outputs described above are invaluable resources that make focused product discovery efforts critical inflection points in any organization's product development process. However, unlike the "always-on" product discovery we referenced earlier, these focused efforts often represent a significant investment of resources — from the internal folks who organize and run research projects to the customers who participate.

You want to be sure that you are not only using those resources effectively, but that you are also able to transform the user insights you gain into sound product decisions.

Allocate sufficient time for product discovery

Reaching out to customers, scheduling interviews, running usability tests — these activities all take time. But the clock does not stop when you finish recording a video call and download the transcript. Rushing can lead to lost learnings. You need to budget time to analyze what you gathered and synthesize the information, as well as take the next step based on what you learned. When preparing for a significant customer research project, you want to consider how you will integrate those learnings into the roadmap and the downstream impact of doing so.

Ensure involvement from cross-functional teams

Learnings from customer research should bring greater alignment across teams and a shared understanding of your users and their needs. Be sure to include stakeholders in the review process and make learnings readily available to relevant teammates. Collaboration throughout encourages shared ownership and alignment — which can help mitigate silos and lessen the potential for misinterpretations later on in the product development process.

Prioritize learning over established plans

Product discovery is an avenue for acquiring knowledge. It should not be viewed as a validation exercise. Be prepared for potential learnings to require shifts in the product roadmap. As you refine your understanding of customer problems and potential solutions, you might need to jettison what you had initially anticipated delivering. Do not let the fear of being wrong prevent you from building what is right.

Examples of how product discovery impacts product decisions

Now that we have outlined when product discovery happens and what you can expect to gain, let's go into a few real-world examples of how product discovery outputs evolve into product decisions that make it onto your roadmap.

We reviewed the most common triggers (product initiatives, market shifts, customer feedback, and data trends) and pondered a few scenarios. Now, let's consider some examples, from the moment of deciding to embark on a specific area of research to its conclusion as a definitive product decision.

Trigger	Learning	Action
You are pivoting an existing product … and want to narrow in on core use cases.	You learn a subset of your product could serve a niche, yet highly valuable use case ... prompting you to shift from your plan to target multiple use cases and instead focus on serving this one extremely well.	You begin another phase of discovery to identify how to best optimize this feature set … and scrap plans to explore features that are not relevant to the core use case.
You are aware of a surge in competitor products … and while you think your product outperforms the others, the sales team is jumpy about customers leaving.	You learn that to be successful, customers need to connect their work in your product with the tools other teams use … and although you have focused on enhancing core functionality, you have not added a new integration in more than a year.	You start planning an integration-focused release … and immediately begin conversations with the CTO about moving from a closed to an open API.
You identify a decline in new user engagement metrics … but cannot find a correlation as to why.	You learn that users are frustrated with onboarding … not because of missing functionality in the product itself, but because account setup is confusing, takes too long, and leaves users unsure of what to do next.	You outline a product initiative to overhaul the onboarding experience … and in the meantime, you add a feature to the next release so you can remove a few unnecessary steps and streamline the instructional text in the current flow (even though it means deprioritizing a "fun" feature that internal folks are excited about).

Product discovery is an iterative learning process that is fundamental to setting differentiated strategy and building user-centric offerings. By actively seeking and incorporating customer feedback and user insights gained through research, you can continuously improve your approach to product planning and ensure the final outcome is informed by evidence — rather than opinions or assumptions.

FAQs about how product discovery influences the roadmap

How much time should a team allocate for product discovery?

What if research findings contradict the current roadmap?

How do you keep discovery findings from getting lost?

Can discovery work be done without talking to customers?

How product discovery influences the product roadmap

A practical guide for connecting customer insights to product direction

Jump-start your product discovery efforts with Aha! Discovery.