MVP Product Roadmap: How to Plan What to Build After Launch
Most MVP roadmaps are wish lists, not strategy. They contain everything the founder wants to build rather than the specific features that will improve the metrics that matter most. How to build a roadmap driven by retention data and user feedback, how to sequence iterations, and how to communicate the roadmap to early customers without over-committing.
The Planning Mistake That Produces the Wrong Features
An MVP product roadmap is the prioritised plan for what to build in the post-launch iteration phase — the sequence of product improvements, new features, and technical investments that move the product from its launch state toward product-market fit. Most MVP roadmaps fail to drive product-market fit because they are built from the wrong inputs: the founder’s product vision, investor suggestions, and a list of features that users have requested — rather than from the specific metric gaps that indicate where the product is falling short of delivering its promised value. A retention-driven roadmap asks: what is the current week-1 retention rate? Where are users dropping out of the activation funnel? Which features do retained users rely on most? The answers to these questions identify exactly which product changes will move the retention needle most.
The Framework SA Uses With MVP Clients
Step 1: Measure the full activation funnel (Week 1 after launch)
Before any roadmap decisions, map and measure every step between sign-up and the first win: sign-up complete, email verified, first login, first core action, first win achieved. The step with the highest drop-off rate is the first roadmap priority. This is not a feature addition — it is a product improvement to an existing flow. The activation funnel should be instrumented using Bubble.io workflow event logging and Mixpanel from the first day of launch so that funnel data is available for analysis in week 1 rather than being set up reactively after problems become visible.
Step 2: Interview churned users to identify the primary value gap (Weeks 1-2 after launch)
Contact every user who signed up and did not return within 7 days: a personal email from the founder asking the single question ‘What was the main thing that stopped you from using [Product] again after signing up?’ Collect 20-30 responses before drawing conclusions. The most common theme across these responses is the first product roadmap intervention. This is the most direct possible feedback on where the product is failing to deliver its promise and is available within 2 weeks of launch for any product with meaningful sign-up volume.
Step 3: Analyse feature usage among retained users (Week 2 after launch)
Which features do the users with the highest week-1 retention use most? Which features are rarely used by any user, including retained ones? The features most used by retained users are the product’s core value drivers — they should be made more prominent in the onboarding flow. Features rarely used by any user are candidates for removal or simplification in the next iteration sprint; their presence in the product adds complexity without adding value. This analysis also reveals whether the product’s current feature set is sufficient to deliver the value promise or whether a specific missing feature is the binding constraint on retention.
Step 4: Prioritise the roadmap using the retention impact framework
Each potential roadmap item should be evaluated on two dimensions: how many users does it affect (breadth of impact) and how much would it move the retention metric for those users (depth of impact)? Roadmap items that affect all users and significantly improve the activation rate (redesigning the empty state, improving the first-win flow, fixing a confusing navigation element) have the highest retention impact and should be sequenced first. New features that serve a subset of users and improve retention for that subset are valuable but should follow the broad retention improvements. Features that serve a small minority of users and do not move the retention needle for anyone else belong in the backlog, not the next sprint.
Step 5: Communicate the roadmap to early customers as a conversation, not a commitment
Share the roadmap with early customers in a format that invites feedback rather than announcing decisions. A quarterly email from the founder: ‘Here is what we are building next and why — we are prioritising these three improvements based on the feedback we have received and the usage data we are seeing. Is there anything on this list that particularly resonates with you, or anything missing that would make [Product] significantly more valuable for your team?’ Early customers who see their feedback reflected in the roadmap become advocates; those who see their feedback ignored become churned users. The roadmap communication is a retention and referral tool, not just a product planning document.
🔗 Related reading on sasolutionspk.com
SA’s year-one product and business roadmap for Bubble.io SaaS products — the broader strategic framework within which the post-launch iteration roadmap sits.
The critical first 100 days after MVP launch — the specific product and business activities that should precede and inform the first formal roadmap planning cycle.
Simple Tools for a Clear Plan
Now / Next / Later framework
The simplest effective roadmap format: three columns (Now = in current sprint, Next = planned for next sprint, Later = in the backlog but not yet scoped). Each item is described in terms of the user problem it solves and the metric it is expected to improve, not in terms of the feature specification. Shared with early customers as a Notion page or a simple email.
Metric-linked sprint planning
Each sprint is defined by a specific metric target: ‘Sprint 3 objective: improve week-1 retention from 28% to 35%.’ Every item in the sprint must be traceable to that objective. Items that do not affect week-1 retention are deferred to a sprint with a different objective. This format prevents the roadmap from drifting toward feature additions that do not move the priority metric.
User story format for every item
Every roadmap item is written as a user story: ‘As a [user type], I need to [do something] so that [specific outcome].’ This format forces clarity about who benefits from the change and what value it delivers, which makes prioritisation conversations more productive and prevents features from being added because they are technically interesting rather than user-valuable.
Q: How far ahead should an MVP roadmap plan?
SA’s recommendation: a rolling 3-month horizon with quarterly replanning. Planning more than 3 months ahead at the MVP stage is almost always premature: the product direction changes significantly based on user feedback, market learning, and retention data in ways that make a 6-12 month roadmap rapidly obsolete. A 3-month rolling plan has enough horizon to sequence sprints meaningfully and enough flexibility to incorporate new learning without requiring a full roadmap rebuild every time a significant insight emerges. Review and update the roadmap at the start of each month based on the previous month’s retention data and user feedback.
Q: How do I handle a customer feature request that is not on the roadmap?
Acknowledge the request specifically, explain the current prioritisation thinking honestly, and give the customer a clear sense of where it stands: ‘Thank you for this — I have added it to our roadmap. Right now we are prioritising the [specific retention improvement] because it affects all users, but your request is in the backlog and I will let you know if and when we plan to address it.’ Never make a specific commitment to a timeline for a feature that is not in the current or next sprint — breaking a timeline commitment to a customer is more damaging to the relationship than never having made the commitment.
Q: Should I share my roadmap publicly on my website?
A public roadmap (on a Notion page, a Trello board, or a dedicated tool like Productboard or Canny) signals transparency and builds community around the product’s development. At the MVP stage, a public roadmap with voting on feature requests also functions as a lightweight user research tool: the features that attract the most votes reveal the user base’s priorities more efficiently than a formal survey. The risk: public commitments to features that turn out to be lower priority than initially estimated create expectation management problems. SA recommends a semi-public roadmap shared with paying customers (not with the general public) at the MVP stage: enough transparency to build trust, without the expectation management burden of a fully public commitment.
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