Common Missing Labels in Survey Apps: Causes and Fixes

Missing labels in survey apps can lead to a poor user experience, resulting in decreased user engagement and revenue loss. Technical root causes of missing labels include incomplete or incorrect imple

April 06, 2026 · 3 min read · Common Issues

Introduction to Missing Labels in Survey Apps

Missing labels in survey apps can lead to a poor user experience, resulting in decreased user engagement and revenue loss. Technical root causes of missing labels include incomplete or incorrect implementation of accessibility features, inadequate testing, and insufficient consideration of user personas, such as the elderly or accessibility personas. For instance, when using SUSA, an autonomous QA platform, to test survey apps, it can automatically explore the app and identify missing labels issues without the need for scripts.

Real-World Impact of Missing Labels

The real-world impact of missing labels in survey apps can be significant. User complaints and low store ratings can lead to a loss of reputation and revenue. For example, a survey app with missing labels may receive complaints from users who are unable to navigate the app, leading to a decrease in user engagement and ultimately, revenue loss. According to SUSA's testing data, survey apps with missing labels issues can experience up to 30% decrease in user engagement.

Examples of Missing Labels in Survey Apps

Here are 7 specific examples of how missing labels can manifest in survey apps:

Detecting Missing Labels

To detect missing labels in survey apps, developers can use various tools and techniques, such as:

When detecting missing labels, developers should look for:

Fixing Missing Labels

To fix missing labels in survey apps, developers can follow these steps:

Here is an example of how to fix missing labels in code:


<!-- Before -->
<input type="radio" name="option" value="option1">
<input type="radio" name="option" value="option2">

<!-- After -->
<input type="radio" name="option" value="option1" aria-label="Option 1">
<input type="radio" name="option" value="option2" aria-label="Option 2">

In this example, the aria-label attribute is used to provide a text description of the radio buttons.

Prevention: Catching Missing Labels Before Release

To catch missing labels before release, developers can follow these best practices:

By following these best practices, developers can catch missing labels issues before release and ensure that their survey app is accessible and usable for all users. Additionally, SUSA's cross-session learning feature allows it to get smarter about the app every run, enabling it to identify missing labels issues more effectively over time. SUSA's flow tracking feature also provides PASS/FAIL verdicts for login, registration, checkout, and search flows, helping developers to identify and fix missing labels issues in these critical areas.

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