Article

6min read

The Mobile Playbook: Personalization, Performance, and Profitability

Mobile commerce has revolutionized how consumers interact with brands — from browsing products on the go to researching the latest trends. Yet, despite mobile usage soaring, the full potential of mobile commerce remains untapped. While traffic from mobile devices continues to rise, conversion rates still trail behind other channels. What’s driving the gap between browsing and purchasing on mobile? 

In this post, we’ll explore key mobile performance stats, delve into the challenges behind these numbers, and showcase how Quantum Metric and AB Tasty collaborate to help brands close this gap. If you want the your own mobile playbook, the insights shared here are based on data from Quantum Metric’s eBook, How Mobile Performance Builds Consumer Confidence.

1. Mobile is everywhere, but conversions lag.

Mobile traffic is not just a trend, it’s the backbone of online shopping. Consumers are increasingly using their phones for everything from discovering products to making final purchase decisions. However, despite this surge in mobile traffic, conversions still don’t match the volume of visits. So, what’s going wrong?

Insight:

  • Mobile accounts for 73% of monthly traffic, but only 47% of sales.
  • Travel sees the highest mobile traffic (73%), but the lowest sales share (39%).

Challenge:
Consumers love to browse on mobile — reading reviews, comparing prices, and window shopping. But when it comes time to make a purchase, they often shift to desktops or other channels. This disconnect between browsing and buying is a critical challenge.

Solution:
Quantum Metric delivers real-time insights to identify where users drop off in their mobile journeys, helping brands pinpoint key friction points. Armed with this data, AB Tasty can run A/B tests and experiments to optimize mobile conversions by improving layouts, simplifying checkout, or personalizing offers based on user behavior.

2. Personalization drives engagement (and sales).

With so much information available at their fingertips, consumers expect personalized experiences that speak to their unique preferences. But while mobile apps can deliver these tailored experiences, it’s not always the case that mobile users receive the level of customization they desire. So, how can brands keep up with the demand for hyper-personalized mobile experiences?

Insight:

  • 39% of consumers prefer mobile apps, but 33% have reduced app usage.
  • Conversion rates on mobile apps are 3X higher than on mobile web.

Challenge:
Consumers are increasingly expecting experiences that are customized to their preferences. Whether it’s personalized product recommendations or location-based offers, users demand content that resonates with them on a deeper level. But how do brands manage to provide this while maintaining convenience and ease of use?

Solution:
Quantum Metric provides detailed session data, revealing exactly what users are engaging with and where they’re dropping off. AB Tasty then uses this data to create personalized experiences through hyper-targeted experiments, ensuring that each user sees content that’s most relevant to them — ultimately boosting engagement and driving conversions.

3. Building confidence in mobile transactions.

Even with mobile traffic growing, many consumers are still hesitant to make purchases — especially larger ones — on their phones. Trust is a major factor in whether or not a consumer feels confident enough to complete a mobile transaction. But how can brands overcome the hurdles of security concerns and poor mobile experiences?

Insight:

  • 59% of consumers only feel confident making purchases of $50 or less on mobile.
  • Desktop AOVs are 70% higher than mobile for retail and nearly 2X higher for travel.

Challenge:
Security concerns and clunky mobile experiences can drive away customers before they even hit the checkout button. Many consumers feel more comfortable making purchases on desktops, where they associate higher transaction values with a more secure, familiar environment.

Solution:
Quantum Metric identifies friction points — slow load times, security concerns, or error messages — that can erode trust. AB Tasty uses A/B testing and experiments to address these pain points, creating smoother, more secure user flows that enhance trust and improve conversion rates.

4. Performance matters more than ever.

With consumers’ expectations for speed at an all-time high, mobile performance can make or break the user experience. From slow loading times to app crashes, mobile performance issues are a significant barrier to conversions. So how can brands ensure their mobile experiences are fast and seamless?

Insight:

  • 59% of users have experienced slow performance; 43% have faced app crashes.
  • API error rates are 2-3X higher on mobile than desktop, with issues like long spinner rates causing 48% higher friction.

Challenge:
Users have little patience for performance issues. A slow-loading page or app crash can lead to frustration and, ultimately, abandonment. The pressure to deliver fast, smooth mobile experiences is higher than ever.

Solution:
Quantum Metric’s real-time data quickly highlights performance issues, from slow page loads to API errors. Once identified, AB Tasty can experiment with various solutions, optimizing mobile performance and delivering a smoother, faster user journey.

5. Turning data into action.

In the fast-paced mobile landscape, time is of the essence. Consumers expect quick, efficient mobile experiences, and if a transaction takes too long, they won’t hesitate to abandon it. So, how can brands ensure they are responding to user behavior in real time?

Insight:

  • 55% of consumers will abandon a mobile transaction if it takes longer than 3-5 minutes.

Challenge:
The pressure to scale innovation without losing sight of the customer is real. Mobile transactions need to be fast and seamless, or customers will simply walk away — especially when it comes to on-the-go transactions. 

Solution:
Quantum Metric empowers brands with real-time behavioral data that shows where and when users drop off during their mobile journey. AB Tasty then helps turn this data into action by running targeted experiments that address specific friction points, reducing abandonment and improving the overall mobile experience.

Conclusion: turning mobile commerce into your competitive edge.

Mobile commerce isn’t just another sales channel — it’s a key competitive advantage. To succeed, brands must focus on delivering fast, personalized, and secure mobile experiences that build consumer trust. By combining Quantum Metric’s real-time behavioral insights with AB Tasty’s experimentation platform, brands can close the gap between browsing and buying, unlocking the true potential of mobile commerce.

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Article

8min read

How to Conduct Usability Testing for Mobile Apps

Did you know that 90% of the time people spend on their phones is in mobile apps? Creating an app for your business is a great way to ensure that people can easily find your services right on their phones.

However, a lackluster app can sour your relationship and brand image. Regular usability testing of your mobile app helps you see how this handy marketing tool can be improved.

Read on to learn how you can conduct high-quality usability testing for your mobile apps.

Good Usability Testing: The Benefits  

Usability tests for mobile apps are designed to observe test-subject users while they use your app. The purpose of testing is to measure the app’s user-friendliness and learn about how it can better support your brand’s key marketing objectives.

Usability testing helps to ensure that your app is adding value to your business, as well as meeting the expectations of the final users. Ensuring you have good usability for your mobile app will help your business improve customer satisfaction, decrease time on customer support, and increase your sales and revenue.

Seven Steps to Run an Effective Usability Test

Decide on your Objectives

First and foremost, come up with specific objectives for your usability test. When designing your objectives, keep the five usability attributes in mind:

 

 

usability-attributes
Source

Once you have the big idea objectives, nail them down to specifics.

One objective could be determining what aspects users enjoy about your mobile app. Perhaps they find it easy to use, or they like the colors you’ve assigned. Another objective might be seeing if a new feature helps or hinders users from completing a specific task.

Whichever way you decide to do it, make sure you have some core objectives and some flexible ones. Core objectives should be questions you ask every time you run a usability test. Flexible objectives are ones that depend on new updates or changes that didn’t exist before.

Design the Tasks

Next, it’s time to design the tasks that you’ll ask your users to do. There are a few key guidelines you should follow when designing usability tasks.

First, even if your mobile app is still in development, remove placeholder text like “lorem ipsum” with a draft of what should be there. This will help you get a better sense of how people navigate the site and decide which information is important. If they see placeholder text everywhere, you’re not getting a good sense of how they weigh the information presented to them.

Avoid providing clues in your instructions. Offering extra hints and tips might lead them to take actions they wouldn’t have otherwise figured out. 

Before you run your test, check that there isn’t any ambiguity in your instructions. If you leave instructions up to interpretation, your results might make it seem that your app isn’t user-friendly.

Choose Between Lab Settings or Remote Testing

There isn’t one right option when choosing between a lab setting or running your test remotely. However, there are pros and cons to each choice.

You don’t need an actual lab to run a test in a lab setting. This just means that you’re running the test yourself in a controlled environment.

In Lab settings, you have the benefit of gaining extra observations. Even small things like hesitation or scrunched eyebrows can tell you a lot about their user experience. You also gain complete control over their experience and the environment in which the test is conducted.

One downside of lab settings is that you risk muddling the results with the framing effect. If you accidentally ask a question in a leading way or provide too much information, you’ll end up getting results that reflect your knowledge and experience with the app – instead of your users.

The advantage of remote testing is that you don’t need to schedule a time and place to host your users. The users do the test on their own time, and you get sent the results, which saves time for your team. And like we mentioned, remote testing is a great way to avoid the framing effect.

There is a range of testing tools available for mobile UX, so be sure you choose one that supports the measurement of your key objectives.

Ready, Set, Run the Test

Now that everything is ready, it’s time to run your test. There are a few different moderation methods you can choose from.

One option is to ask your participants to think out loud as they work through the tasks. “Oops, didn’t think it’d do that”  is great feedback. If you’re running a test remotely, this can give you extra information about their thought process. One downside to this is that having to speak out loud might be a distraction or cause the user to complete the test slower than they would otherwise.

If you’re doing a lab test, you can take advantage of being in-person to ask them questions as they progress. However, it’s important to ask questions in a non-judgmental and non-leading tone.

Finally, you can moderate retroactively. This type of moderation asks your user to watch a replay of themselves and explain their actions, or you ask users to elaborate on certain decisions they made. 

Organize and Analyze Your Data

Now that you’ve collected your usability data, it’s time to organize and analyze it. Drawing meaningful conclusions is arguably the most important step to boost the impact of your testing.

It’s best practice to review the testing sessions one at a time. Look at all the materials you have for that user, including notes on recordings, transcripts, and other info you might have.

Organize your data in an easily digestible way. Some standard categories for reporting might include the user’s name or ID number, task title, and encountered problems. You might also want to categorize problems for easy sorting – confusion, broken links, or disappointment might be some examples.

Regardless of how you choose to analyze your research, don’t forget to look at both quantitative and qualitative data. Quantitative data is great for giving your app an overall scorecard and providing summaries to higher-ups. But, keeping the qualitative data is important for remembering the details of your testing.

Work to identify positive trends and patterns, as well as challenges and roadblocks that your users faced. Be sure to cross-check your data against different metrics to help reveal if certain patterns only revealed themselves on certain devices or demographics of your audience.

Try to get in the habit of developing a standardized report so that you can easily compare changes over time. This will help ensure that you and your team can easily review progress and setbacks you’ve faced from your last usability test.

Time to Act: How to Improve Based on What You Learned

Running usability tests on mobile apps can be overwhelming. You receive so much information at once that it’s like drinking from a firehose. The first step to avoiding feeling totally overwhelmed is to prioritize your feedback.

Look at your data and choose which aspects should be the biggest priority. You can rank priorities from one to ten or categorize them from low importance to critical. Distribute these tasks in order of importance.

Take careful notes of what your team achieves and what still needs to be completed before the next test.

Which brings us to…

Plan Your Next Test

For salespeople, the slogan is “ABC – Always Be Closing.” For developers, it’s ABT – Always Be Testing.

Usability testing should happen on a regular and scheduled basis. These tests can guide choices for new design features, and updates to improve functionality.

Based on what you learned from past usability tests, you should check that major issues from before have since been resolved. Through A/B testing, you can test your newest update to your older version.

Regardless if your mobile app is in development or you’re undergoing an update, you should keep an eye on competitor mobile apps. This can help you stay ahead of the curve and keep up with usability expectations for your industry. It can also inspire changes that take advantage of the familiarity principle.

Getting feedback on the usability of your app can be a difficult pill to swallow. It’s important to remember that a lot of feedback means you ran a successful usability test, and not that your app is a failure. Every test you run will bring you closer to perfecting the user-experience and supporting larger business goals.