A/B Testing

Shalsabila Fathany
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June 3, 2025
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A/B Testing helps you make smarter business decisions! Learn step-by-step how to boost sales and improve customer experience.

Ever feel stuck choosing between two options in your restaurant business?

Like, is a 10% discount more appealing than a buy 1 get 1 offer? Or is your new digital menu design actually more effective than the old one?

That’s where A/B Testing comes in to support your decision-making process!

What Is A/B Testing?

A/B Testing is an experiment method that compares two versions of something—whether it’s a website page, promo strategy, menu design, or even restaurant layout—to find out which one performs better.

How does it work?

You split your customers into two groups. One sees version A, the other sees version B.

Then, you track the outcome using measurable metrics like purchase rate, engagement, or customer feedback.

Why Is A/B Testing Important for F&B Businesses?

In the food and beverage industry, small changes can lead to big results. For example:

  • Menu Optimization: Does adding food images increase orders compared to a text-only menu?
  • Promo Effectiveness: Which one works better—discount offers or product bundles?
  • Website or App UX: If you use an online ordering system, A/B Testing helps improve the user experience.

How to Run A/B Testing?

Running an A/B test isn’t as complicated as it sounds. Here's a step-by-step guide tailored for your restaurant operations:

1. Decide What You Want to Test

Start by being clear on what you want to test and which metrics you'll use to measure success. Some test ideas for F&B businesses include:

  • Will showing food photos on the digital menu lead to more orders?
  • Which promo is more effective: 10% off or buy 1 get 1?
  • Does a bigger red “Order Now” button on the website boost order volume?

Tip: Focus on one variable at a time so the results stay reliable.

2. Create Two Versions (Version A & Version B)

Once you’ve decided what to test, create two versions:

  • Version A (control): This is your current setup or the existing method.
  • Version B (experiment): This is the new version you want to try out and compare against A.

For example, if you’re testing a digital menu design, version A can stick with text-only items, while version B shows food images.

3. Randomly Distribute to Customers

To get accurate results, randomly show each version to your customers. Here’s how you can do it:

  • For promo tests, send version A to half of your customer list and version B to the other half.
  • For digital menu design, show version A to one group and version B to another.
  • For websites or apps, tools like Hotjar or Optimizely can help you automatically divide traffic.

Tip: Make sure your sample size is big enough for the data to be statistically valid.

4. Collect and Analyze the Data

After the experiment runs for a few days or weeks (depending on traffic), gather data such as:

  • How many customers chose version A vs. version B?
  • Did order volume or average transaction value increase?
  • How engaged were customers (button clicks, time spent, etc.)?

You can use tools like Google Analytics, your POS system, or CRM software to spot customer behavior trends.

5. Pick a Winner and Roll It Out

Once you’ve reviewed the data, decide which version performed better based on your goal. If version B shows a noticeable improvement, go ahead and implement it as your new strategy. If the difference is small or unclear, run another A/B test with different variables or tweak your experiment.

Conclusion

With A/B Testing, you're making informed decisions—not just educated guesses. So before making a big move in your restaurant, consider testing your ideas first. It’s a practical way to see what actually works best!

Ready to try A/B Testing in your restaurant?

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