The Feature List Is a Comfort Blanket
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The Feature List Is a Comfort Blanket

In a world obsessed with feature parity, the real advantage isn’t building more—it’s building what people can’t imagine working without. Here’s what user research is actually meant to protect us from.

Jade LiangJade Liang
8 min read

Last week, I sat in on a call with a frustrated founder. They’d just lost a deal to a much larger competitor.

“We need to close the feature gap,” they said. “They have twice as many integrations. We can’t compete until we match them.”

I’ve heard some version of that sentence dozens of times over the years.

And almost every time, when we actually look at the usage data, the story is different.

Most of their customers are actively using fewer than 40% of the available features. A handful of workflows account for the majority of logins. The rest? They sit there—well-designed, well-engineered, carefully shipped—rarely touched.

At the same time, I’ve been following conversations this week about cutting 80% of useless features before building, about founders beating incumbents without matching their feature lists, about making products “essential” instead of just “good.” They all orbit the same tension:

Are we building to win comparisons—or to earn reliance?

From where I sit in Customer Success, the difference shows up quickly. It shows up in onboarding calls. In renewal conversations. In the quiet way someone says, “We tried it, but we went back to Excel.”

Let’s talk about what’s really happening underneath this feature arms race—and what user research is actually meant to protect us from.

The Seduction of the Feature List

Feature lists feel concrete. They’re visible. Countable. Shareable on a pricing page.

They also give us a powerful psychological relief: If we just add what they have, we’ll be competitive.

But here’s the uncomfortable truth: features rarely lose deals. Lack of clarity does.

In a 2023 ProductBench survey, 52% of SaaS buyers said they chose a product because it "fit our specific workflow best"—not because it had the most capabilities. That distinction matters. Fit is about alignment. Features are about inventory.

I once worked with a mid-market operations team evaluating two platforms. One had nearly double the integrations and advanced analytics modules. The other had fewer features but a sharper focus.

They chose the simpler product.

Why? Because during the trial, their team completed their core workflow in 30% less time. They didn’t need to customize heavily. They didn’t need three onboarding sessions to understand basic reporting.

“We don’t need everything,” the operations lead told me. “We just need this to work the way we work.”

That’s the line I come back to again and again.

When we skip research and rush to build, we’re often responding to competitor anxiety—not user reality.

Research Before Building Is About Subtraction

There’s a popular claim circulating right now: good user research can help you cut 80% of useless features before you build.

That number might be dramatic, but the spirit of it is accurate.

Research isn’t about validating your roadmap. It’s about narrowing it.

When I think about the strongest launches I’ve supported, they all had one thing in common: ruthless focus informed by early conversations.

A Real Example: The Dashboard That Didn’t Ship

A few years ago, a product team I worked with planned an advanced analytics dashboard. It would have included custom filters, export options, predictive insights—the works.

Before committing engineering resources, they ran 12 in-depth customer interviews and reviewed support tickets from the previous six months.

What they learned was humbling:

  • Most customers checked one metric daily.
  • They exported reports only once a month.
  • Predictive insights were "interesting," but not trusted.

The team scrapped 60% of the original scope.

Instead, they shipped a streamlined dashboard centered around that one daily metric, with contextual explanations and lightweight trend indicators.

Adoption in the first 90 days? 68% of active accounts.

The previous feature launch? 22%.

What changed wasn’t design polish. It was alignment.

From a Customer Success perspective, the difference was immediate. Fewer confused tickets. Faster onboarding. Clearer value conversations.

Research didn’t just prevent waste. It protected the relationship.

UX vs. UI Is the Wrong Argument

Another conversation trending this week is the classic UX vs. UI distinction. Important, yes—but often misdirected.

In practice, customers rarely separate the two. They experience the product as a whole.

What I’ve noticed is this: when a product isn’t essential, teams debate surface decisions. When it is essential, design debates become sharper, not louder.

The customers who stay don’t say, “The UI is beautiful.” They say:

  • “This is how we run our weekly meeting now.”
  • “We can’t process payroll without this.”
  • “If this went down, we’d feel it immediately.”

That’s not a visual outcome. It’s a behavioral one.

And behavior changes only when a product fits naturally into existing habits—or carefully reshapes them with intention.

I’ve watched teams redesign entire interfaces to improve conversion, only to discover the real friction was conceptual. Users didn’t understand when to use the feature, not how to click it.

No UI polish fixes a misaligned mental model.

That’s where early journey mapping and research matter. Not as documentation exercises—but as empathy-building tools.

When we see how a customer’s day actually unfolds, we stop designing isolated screens and start designing moments of relief.

Competing Without Matching Features

One of my favorite patterns in B2B SaaS is the small founder who beats the incumbent—not by copying them, but by choosing a narrower promise.

I worked with a startup entering a crowded HR tech space. Their competitor had hundreds of features and deep enterprise penetration.

Instead of matching the roadmap, the founder did something different.

They interviewed 20 HR managers at companies with 50–200 employees. They asked:

  • What part of your job feels most manual?
  • What do you dread every month?
  • Where do mistakes cost you sleep?

The answer wasn’t performance reviews or engagement surveys. It was benefits administration during open enrollment.

So they built around that.

Not a broad HR suite. Not a "platform." Just a focused, elegant solution that made one painful process dramatically easier.

Within a year, their churn rate was under 5% annually. Customers described the product as "a lifesaver during enrollment season."

They didn’t need feature parity.

They needed emotional clarity.

Essential products solve something people talk about at dinner.

That’s the test I often use. If your customer wouldn’t mention the problem in real life, it’s probably not sharp enough.

When Users Say “Just Make It Like Excel”

I smiled reading the piece about designing through resistance to change—when users ask for something "just like Excel."

In Customer Success, that sentence usually surfaces during onboarding.

It’s easy to interpret as laziness or stubbornness. But most of the time, it’s fear.

Excel represents control. Familiarity. Low risk.

When someone says, “We just want it like Excel,” what they’re often saying is:

  • “I can’t afford to break my workflow.”
  • “I don’t have time to relearn everything.”
  • “If this goes wrong, it’s on me.”

If we haven’t done enough research to understand those stakes, we’ll respond with features instead of reassurance.

The teams that navigate this well don’t replicate Excel.

They:

  1. Identify the core behaviors users rely on (sorting, filtering, exporting).
  2. Preserve those behaviors in intuitive ways.
  3. Clearly show what becomes easier or safer in the new system.

Adoption then becomes less about persuasion and more about proof.

In one rollout I supported, usage jumped from 45% to 73% after the team added a simple CSV import/export loop and a side-by-side "before/after" workflow guide. Not glamorous. But it acknowledged reality.

Research helps you see resistance not as a barrier—but as data.

What This Means for Us as Builders

There’s a lot of noise right now—market volatility, AI classifications, regulatory changes like age verification requirements. The pressure to move fast is real.

But underneath all of it, I see a quiet convergence in the conversations:

  • Research before building.
  • Compete on focus, not breadth.
  • Make products essential, not impressive.

From the Customer Success side, here’s what I’ve learned actually sustains growth:

  • Interview before you roadmap. Ten honest conversations can save months of misaligned development.
  • Track feature adoption by cohort, not just overall usage. Essential features spread predictably across similar users.
  • Listen to support tickets as product research. They’re raw, unfiltered expressions of friction.
  • Measure time-to-first-value, not just signups. If value takes too long, features won’t save you.

According to ProfitWell, improving retention by just 5% can increase profits by 25% to 95%. Retention isn’t driven by feature count. It’s driven by reliance.

And reliance is earned in the small moments:

  • When onboarding feels intuitive.
  • When reports make sense without explanation.
  • When a workflow mirrors real life instead of fighting it.

Those outcomes start long before code is written.

They start with listening.

The Question Beneath the Roadmap

When I think about the founder on that call—worried about feature gaps—I don’t dismiss the concern. Competition is real. Comparison pages matter.

But I always come back to a simpler question:

If we removed half of what we’re planning to build, would our core user still feel supported—or exposed?

If the answer is exposed, we’re probably focused on the right things.

If the answer is unaffected, we’re likely padding the list.

As someone who spends her days in renewal calls and onboarding sessions, I’ve learned this: customers don’t renew because you built everything. They renew because you understood something specific about them—and proved it in the product.

User research isn’t a pre-build checkbox. It’s an act of respect.

And in a world where we can build almost anything, respect might be the only real differentiator left.

Jade Liang
Jade Liang
Customer Succes Lead

Jade leads all the Customer Success initiatives at Round Two. She is passionate about understanding the needs people have and how product collection tools like Round Two can help to generate more helpful insights.

TOPICS

User ResearchProduct StrategyCustomer SuccessB2B SaaSUX Design

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