the art & science of standing out in a saturated market
TRANSCRIPT
The Art & Science of Standing Out in a Saturated Market
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• Craig Battin, Head of Growth Marketing @ Earnest• Focus on optimization, acquisition, pricing, and
CRM• Quantitative banking background translated into
career in Growth
Meet our speakers:
• Josephine Foucher, Product Manager @Hotwire
• Specialized in optimization• Background in analytics and data science
Agenda
• Panel Discussion • Optimization program at Earnest & Hotwire• Tip and best practices for how to leverage
data to stand out in a saturated market
What does standing out in a saturated market mean to you?
● Saturation = heavy competition
● Perceived lack of differentiation in consumer financial services
● Standing out: Doing things differently requires excellence across design, product, marketing, customer support
● Travel is a highly competitive market and the industry is constantly being disrupted
● Leniency is the biggest threat
● To survive, we need to be laser focus on our customers, bold, and data driven
What are your priorities?
● Strengthen feedback loop● Increase testing velocity as
business expands in complexity● Better communicate to clients
how financial products work and what they mean for overall financial health
● Customer post-booking satisfaction is our #1 KPI
● Test and learn is a way to get there, with targets in terms of velocity, learn rate and conversion lifts
● The goal is to acquire loyal customers
How does data influence your approach?
Data is at Earnest’s core, and we start by listening intently to what it tells us
● Data > opinions when improving product
● Granular data and and should inform client experience you provide
● Always expanding data gathering to understand more about clients
We use data for everything● Dashboards and reports to
know how we are doing● Business cases for any
large initiative● Test into every feature
release
What tips can you provide people to better leverage data?
● Get aligned on listening to your data, even when it tells you things you don’t want to hear
● Ownership within the org: who is the neutral arbiter of all things data-related?
● Arrive at cross-functional understanding on how the organization will meld quantitative data + qualitative feedback
Don’t get analysis paralysis, if you don’t have anything, start with:
● bounce analysis● fallout reports● error reports
Reports tell you what is happening, talking to customers tells you why
EarnestHow are you leveraging
optimization to stand out in a saturated market?
From 30,000 feet...We use data science to understand people at an individual level and partner with them on their journey to achieving life’s milestonesThree key ingredients:
• Technology• Design• Client Services
Testing informs what technology we build, how we design our products, and it helps us arrive at answers around what clients want faster than “wait and see”Level of personalization within Earnest products requires a massive amount of testing and this feedback loop is core to Earnest and big differentiator for us
Understanding how much information customers want Hypothesis: Removing a list of loan rates will increase application completions.
Variation: Removed loan terms Control
10% increase to application
start
Helping customers make decisions at the right time
Variation: Simple rates Control
Hypothesis: Removing slider tool will limit the number of options clients consider at this stage, reducing confusion/overload and improving conversion.
Winner
Living the customer experienceHypothesis: By allowing users to ‘start rate-check process’ through entering their email on mobile, then following up via email retargeting, we will be able to capture incremental QS on desktop.
Control Variation~7-10%
lift
Gauging sensitivity around personal informationHypothesis: By allowing users to get a rate estimate without entering their Social Security Number, we believe conversion to getting an estimate will increase significantly
Control Variation: No SSN-8% :(
Tips• Open up the experiment ideas funnel and be
sure to include those who interface with clients the most
• Throughput, throughput, throughput• Don’t be afraid to push boundaries• Don’t limit your thinking to online-only
experience
HotwireHow are you leveraging
optimization to stand out in a saturated market?
Get continuous feedback
• User surveys• Pain points from
Customer operations
The Best Ideas Address a Customer Need
For new features, get inputs early
• Field surveys• In house labs• Usertesting.com
We implemented a survey on the confirmation in addition to the email
• Tripled feedback submission• Post-booking satisfaction score added to company KPI
Aim for satisfaction not just conversion
Win in hotel names after listening to customers in labsHypothesis: By changing our Hot Rate Hotel naming convention to
include Star Rating, users will remember hotel names more easily and conversion will increase.
Control Variation Winner!
Be Bold
What does Bold Mean for Testing?
Control Search hotels Horizontal “good trip”
Hypothesis: by changing the call to action to “search hotels”, the prompt will be more action driven and users will quote more
Hypothesis: by changing the picture, copy and layout of the fare finder, we will provide users with a fresh search experience and increase quote rate
LoserInconclusive
Celebrate insights not just customers
Control Horizontal “good trip” Horizontal save 60%
Hypothesis: by changing the picture, copy and layout of the fare finder, we will provide users with a fresh search experience and increase quote rate
Hypothesis: by changing the fare finder from vertical to horizontal, users will find it easier to fill the form and quote will increase
WinnerLoser
Give permission to fail to allow great discoveries
Identify your hypothesis, and validate before you invest
• Highlight what you are proposing• Outline your success metrics• State your reasoning
IF…THEN…BECAUSE...
Bad Example:“Let’s test a different book button colour.”
Good Example:“If we structure the details page in a more digestible way then we can increase GPPQ because customer will find relevant info more easily”
Break up big features into smaller tests to validate user need
Product challenge: Speed• Fast access is a big customer priority, but investing in speed is very expensive• Before rebuilding our APIs, test the value of better perceived speed
Hypothesis: customers care about page load speed, by reducing the page load perceived speed we will reduce customer frustration and increase conversion.
WinnerControl Variation
Q&A
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