The Product People Had But Didn't Know They Needed

On the surface, the ask was familiar: improve discoverability, drive premium upgrades, grow revenue. But the more I dug, the clearer it became that the problem wasn't a missing feature or a bad screen. It was a systemic failure to communicate value.

Users were visiting the app, checking their credit score, and leaving. The features that could genuinely help them (coaching, alerts, identity protection, personalized offers) were either buried, unexplained, or completely invisible behind a paywall with no preview.

The product was working. The experience was failing it.

Three compounding problems defined the gap. Users didn't understand what they had: premium features existed, but the experience never explained why they mattered or what they unlocked. Without that clarity, upgrading felt like a gamble. The app wasn't earning its daily visits: users came primarily to check their score, a habit, not an engagement, and nothing in that high-traffic moment pointed them toward deeper value. And upsell was invisible: lead generation and premium offers were siloed away from the pages users actually visited.

“Simplify the customer experience, enhance product understanding, and drive engagement to increase premium-tier product adoption and revenue growth.”

That became the north star. Four objectives shaped everything that followed: improve feature discoverability and understanding; enhance the experience to drive premium adoption; develop effective upsell and monetization strategies; and streamline the user journey to increase engagement and revenue.

I started with the voice that's most often skipped in product strategy work: real users, in their own words. Analyzing consumer insights and existing behavioral research surfaced a pattern of frustration that was consistent, specific, and entirely fixable.

Credit reports were disorienting. Users didn't understand how to classify account information, so navigation that made sense to the product team made no sense to them. Related features like credit freeze and credit report weren't grouped together, forcing users to hunt across the app for things that logically belonged side by side. And content that could generate offers or surface relevant products wasn't doing either. Pages that users visited regularly were neither engaging nor revenue-generating.

Terminology created invisible walls. “Freeze” versus “lock,” a detail that seemed minor, generated real confusion and eroded trust. Users also expected process flows to confirm what just happened: simple confirmation messaging, done right, drove comprehension more than any feature addition could.

Support expectations were clear. Users wanted help to be easy to find, not buried. Alerts existed, but they felt inert. Users expected alerts to be actionable, not just informational. They wanted to know what to do, not just what happened. Above all, users wanted coaching. They knew something was wrong with their credit. They didn't know how to fix it. And the app wasn't helping.

I conducted a full expert evaluation and UX audit of the myEquifax platform, assessing usability against industry standards without the filter of what the team had intended.

The audit found genuine strengths worth protecting. All products and features lived on one platform, a real competitive advantage for cross-sell and upsell. The GCS Design System created baseline consistency across the experience. The dispute center was visible and accessible, unlike competitors who buried it. And Equifax had a deeper repository of educational content than most players in the market.

But the opportunity areas were hard to ignore. The flat information architecture made the app feel like a list, not a product. Related features had no visible relationship. Users had to do the organizational work the product should have done for them.

The design system wasn't scaling. On mobile, the experience degraded with excessive scrolling, icon-heavy navigation that communicated nothing at scale, and components that never adapted to context. Rich user data sat unused, speaking to no one in particular, when the platform had everything it needed to speak to each user personally. The score and report screens, the most visited real estate in the product, had no lead gen integration, no offers, no bridge to premium features. They were doing nothing.

And the brand itself was quietly eroding. Third-party integrations lacked myEquifax-branded skins, introducing visual noise that diluted the product's identity and undermined the trust Equifax had spent decades building.

I benchmarked myEquifax against direct competitors and best-in-class fintech experiences, mapping not just where competitors stood today, but what patterns were becoming the new table stakes.

Eight competitive patterns stood out as the clearest signals. Competitors used frictionless onboarding with smart third-party integrations and built trust upfront by explaining why personal data was needed and how it was protected. The most effective apps organized features around what users were trying to accomplish, not how the backend was structured.

The best products weren't mobile-first or desktop-first. They were context-first, adapting layout and components to the device and use case at hand.

The most effective upsell strategy wasn't a paywall. It was showing users exactly what they were missing. Grayed-out premium features with a clear upgrade path consistently outperformed hiding features entirely. Competitors also made connections between features and offers explicit, placing relevant upsell moments where users were already paying attention.

Single-page credit reports, clean and scrollable and searchable, eliminated the classification confusion that plagued myEquifax. Leading competitors were building application intelligence, surfacing the right content based on where each user was in their credit journey. And coaching wasn't an add-on. It was central to the value proposition, and users had come to expect it.

“Strategic pattern recognition: leveraging strategic thinking to identify and translate user behavior patterns into actionable design solutions, driving a more user-centric experience.”

Qualitative insight tells you what is broken. Quantitative data tells you how much it matters. I integrated both, using behavioral analytics to quantify the impact of the patterns surfacing in user research, and to identify where small improvements would generate the largest downstream impact on engagement and revenue.

Rather than defaulting to vanity metrics, I mapped KPIs directly to the business outcomes the product needed to move. Every metric had a clear owner and a clear direction.

Improving usability: Increase in successful sign-ins, reduction in page and application load times, decrease in process flow abandonment across device types, decrease in “how to” support calls, reduction in time-on-task for core flows, and decrease in user error rates on forms.

Driving upsell and monetization: Decrease in time to convert free-to-paid users, increase in lead gen conversion rates, reduction in subscriber cancellations, and growth in lifetime customer value.

Growing the marketable base: Increase in return user rates, growth in daily and monthly active users, and a measurable shift in the ratio of free-to-premium subscribers.

Increasing engagement: Growth in average visits per year, session duration, page views per session, click-throughs on conversion touchpoints, and percentage of active users engaging with key features.

The volume and variety of opportunity identified in research made linear roadmapping impractical. A flat timeline couldn't capture the relationships between quick wins, strategic bets, and longer-term transformation. So I structured the path forward around four distinct horizons, each with its own objective and its own definition of success.

Horizon 0: Solidify the Foundation. Quick wins. Fixes that remove friction, close obvious gaps, and create the stable base everything else depends on. These are the changes users notice immediately and the improvements that build team confidence.

Horizon 1: Go Beyond the Number. Strategic initiatives that extend the product beyond a credit score viewer. Features and experiences that make users return, engage deeper, and begin to see the platform as genuinely useful to their financial lives.

Horizon 2: Embrace Our Responsibility. Visionary capabilities that differentiate myEquifax in the market. Personalized coaching, behavioral intelligence, adaptive experiences that treat users as individuals with specific credit journeys. Not anonymous visitors checking a number.

Horizon 3: Become a True Ally. The long game. Deep loyalty mechanics, full-lifecycle customer journeys, and a product experience that makes users feel like Equifax is working for them, not just offering a service.

With horizons defined, the roadmap needed a framework that could hold complexity without collapsing into a list. I evaluated every initiative across four dimensions simultaneously: horizon (where it fits strategically), urgency (how time-sensitive the need is), value (impact on user experience and business outcomes), and level of effort (resources and implementation complexity).

This multi-dimensional view prevented the common failure mode of roadmaps that optimize for ease of delivery at the expense of actual impact, and gave stakeholders a framework for making principled trade-offs when priorities inevitably shifted.

Features were sequenced not by what was easiest to build, but by where the greatest user and business value intersected. The roadmap gave the team something they hadn't had before: a defensible answer to “why this, why now.”

Before any work began, I developed a data-driven hypothesis that identified where the highest-value opportunities sat at the intersection of quick monetization gain and meaningful experience improvement. This wasn't instinct. It was a reasoned, evidence-based argument for where to start and why, grounded in the research that preceded it.

“The strategy ensures the team remains focused on our top priorities, promoting unity and clarity around our most important objectives.”