Launching a new price change Product

Generative & Design Research

4 - 5 months || Mixed Methods || Lead Researcher

THE PROBLEM:
Savvy travelers wait to book, watching prices and inventory fluctuate, and we lose customers as this waiting game plays out.

130%

10x

Increase in Up-funnel visitor volume

Increase in product add-on rate

Background

Travelers who want a deal have to wait and work to seek out the “perfect” time to book their flight to make sure they had a good deal and weren’t overspending.

How we approached this:
  • Discovering our users — Who faces this problem? How do they perceive budget, value, and loyalty?

  • Ecosystem Integration — How would a new product fit in and play with existing functionality?

  • Making better design decisions — Our role is to facilitate seamless decision-making and find optimal placements in the customer journey

An early pilot of this product existed, and was hindered by two key things:

  • It's value relied on the users work / effort instead of the product itself

  • It was difficult to locate on an busy checkout page

Approach

Start with a discovery phase! This helped level-set for insights with teams changing hands, a new competitive landscape, and the availability of data. This drastically impacted our strategy for the redesign for the better.

  • I started with a comprehensive Literature review of previous research and exploratory Interviews with travelers about the concept, and with competitor audits we were able to map our customer journey.

  • I also started to think about our product in the context of all the other products and changes that were set to launch in our app. I worked with a colleague to field a survey to learn more about interest in and comprehension of some of these upcoming features, which would further our understanding of learnings from a previous market research survey.

  • Key Findings: We identified what people liked and didn't like about our product, and created profiles for scenarios and user types. This also led us to start framing where to place and position the product.

So what are we working with...

What we know...

  • Now that we had a framework to approach our product, we had to give it a tangible identity! Our designer worked on a few early concepts that worked within our constraints while I worked on testing ideas for how we would speak about our product.

  • We went through a lot of iterations in this phase while working fairly quickly, which meant leveraging a few interviews but leaning more heavily on usability and iterative testing (RITE) to refine.

  • For the future, it would be really important to consider the cognitive load of all the different products and features that a user might encounter in the same flow - which led us to propose workshops with the broader team to address this.

How do we design this thing?
  • Key Finding: A lot of options are easy to miss - emphasizing the need for better discoverability! Unfortunately “Banner blindness” was persistent - so we needed to pivot away from several design ideas or push for multiple touchpoints.

  • Key Finding: Price, User education, and assurance are key! There is a curiosity and delight around the product that we can capitalize on! However, we also needed to mitigate traveler's core apprehensions.

We collected benchmarks as the product pre-launch and worked with product teams on A/B test options to implement. We also worked with Quant researchers on collecting unique post-launch usability metrics.

Closing the loop

Impact:

Dynamic Evolution of Product Strategy:

We adapted swiftly based on research insights and delivered despite placement constraints. Key changes included promoting organic discovery, emphasizing clarity, and introducing users to loyalty program benefits.

New Partnerships with Teams:

Collaborating with partners across teams improved our work dynamics outside siloed teams. We developed a roadmap for evolving our shopping path and made new partners in design, data science, and product marketing.

Tracking Design Impact:

We introduced usability metrics alongside existing KPIs to demonstrate product engagement. We wanted to have insights to add nuance to discussions on business value. Post-launch we saw our product get a whopping 130% increase in its add on rate for travelers booking flights, and it saw a 10X increase in up-funnel visitor volume through our tactical placements across the app.

Learnings:

  • Team Collaboration:

    • Even when delivering challenging findings, remember you work with—not against— your team.

    • So when it came time to communicate insights and elicit feedback my team had my back and was excited to participate in a regular cadence of share-out's at weekly product/design syncs, larger team readouts to connect insights, presentations at full-org meetings with Senior Leadership and more.

  • Advocacy and Persistence:

    • Advocate for your recommendations, even if implementation takes time and can only be in 'future iterations'

    • Document research findings—they can resurface and inform future projects. This is how literature reviews are synthesized!

  • Leverage Your Network:

    • Connect with research colleagues to share insights. Work across spaces still share users and challenges, which is useful to learn from.

    • Sometimes connection can foster collaboration. For instance, I was frequently able to incorporate questions relevant to our product in related peer studies to gather additional insights.

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