You have traction. You have users. You have a feedback channel that never sleeps.
One user wants a Dark Mode. Another needs an API export. A third is asking for a “simple” integration with a tool you’ve never heard of. You’re building as fast as you can, checking off tickets and shipping updates every week.
But here is the background anxiety: despite all the “shipping,” your churn isn’t budging, and your growth feels like a random walk. You feel like you’re building a “Feature Factory”—a product that is getting heavier and more complex, but isn’t actually becoming more valuable.
The Diagnosis: Implementation Without Causality
Builders with traction often get one thing dangerously wrong: they mistake “user requests” for “customer needs”.
When you define your roadmap based on a list of features, you are using User Stories. The problem with User Stories (e.g., “As a user, I want X so that Y”) is that they bake the solution into the problem. They ignore the Struggling Moment—the specific situation that caused the user to need help in the first place.
If you build exactly what they ask for, you often solve a Product Job (the logistics of using your tool) while completely missing the Core Job (the actual progress the user is trying to make). You end up with a product that is “better” on paper but fails to help the user achieve their “New Me”.
Reframing: Designing for the Job Graph
To move from scattered execution to clarity, you must stop viewing your product as a collection of features and start viewing it as a mechanism for Progress.
In Advanced JTBD (AJTBD), we look at the Job Graph—the sequence of goals the brain automatically generates to satisfy a latent need. Your features are only valuable if they reduce the Energy Cost of moving through that graph.
Instead of a feature list, you need to understand the Four Forces that govern why a user stays or switches:
- The Push: What specific event made their current “hack” or workaround stop working today?
- The Pull: What specific “better life” does your new feature actually enable?
- The Anxiety: What part of your new feature looks “too complicated” to learn?
- The Habit: What existing ritual are you asking them to break?
If a requested feature doesn’t amplify the Push or the Pull, or decrease the Anxiety or Habit, it’s just bloat.
Practical Application: Auditing Your Roadmap for Progress
To move from uncertainty to confidence, audit your current roadmap using the Job Story lens.
- Rewrite Every Feature as a Job Story: Instead of “API Export,” write: “When I finish a monthly report and need to prove my value to my boss, I want to export my data into their specific format so I don’t look unprepared”.
- Look for Compensatory Behaviors: Watch your users. Are they exporting data to Excel just to format it? Are they taking screenshots of your UI to put in a Slide deck? Those “hacks” are the high-leverage jobs you should be building for.
- Identify High-Leverage Jobs: Find the one struggle that, if solved, unlocks progress for ten other steps in the user’s journey. Solve that, and the “polite” requests for minor UI tweaks will disappear.
From Messy Signals to Focused Execution
Building on “loudest voice” feedback is a recipe for a product that does everything poorly. The alternative is modeling your market based on the mechanics of customer transformation.
When you name the specific struggle the user is already feeling, your roadmap stops being a list of “stuff to build” and starts being a strategic path to market dominance.
BHAG AI operationalizes this by using AI to model these complex Job Graphs in hours, helping you filter out the “noise” of user requests and identify the “signal” of actual demand. We help you find the unmet progress that your competitors are missing because they’re too busy building Dark Mode.
Stop building features. Start delivering progress.