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Why Does Your App Only Get a 3-Star Rating?

Michael Gopshtein

As part of our work on the AppPulse Mobile project, we have been digging into hundreds of user comments for many mobile apps, trying to understand what makes an application get a 3-star average user rating.

Interestingly, we could identify two main categories of applications: “Consistent 3” and “Accidental 3”.

“Consistent 3” ratings are all about functionality – users complain about missing features or inconvenient flows in the app. For such applications the majority of user ratings range around three stars, so the application average rating is consistent with most of individual comments.

The “Accidental 3” category of applications is more interesting in a sense. Ratings from most of the users are separated to two distinct groups. Half of the users really like the application; they are excited with the value it brings them, and are happy to give it a 5-star rating. Other users complain about stability and performance issues – application crashes and slow loading times – and rate the app as 1-star or 2-star in the store.

These “Accidental 3” ratings can be easily understood – it is practically impossible to test your application on a whole matrix of device types, OS versions and network connectivity flaws. As a result, some users experience severe quality issues, are unable to benefit from the full value of the application, and express their frustration in low ratings in the app store.

If you want to be on top of how users rate your app, many tools monitor your application ratings on the app store. However, this is not enough. If you really want to understand why users rate your app this way, you need a tool that can track your app’s real user experience and show you where you should improve. This may be exactly the tool you need to gain the missing 2 stars!

Michael Gopshtein is Team Manager in AppPulse Mobile R&D, HP Software.

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Why Does Your App Only Get a 3-Star Rating?

Michael Gopshtein

As part of our work on the AppPulse Mobile project, we have been digging into hundreds of user comments for many mobile apps, trying to understand what makes an application get a 3-star average user rating.

Interestingly, we could identify two main categories of applications: “Consistent 3” and “Accidental 3”.

“Consistent 3” ratings are all about functionality – users complain about missing features or inconvenient flows in the app. For such applications the majority of user ratings range around three stars, so the application average rating is consistent with most of individual comments.

The “Accidental 3” category of applications is more interesting in a sense. Ratings from most of the users are separated to two distinct groups. Half of the users really like the application; they are excited with the value it brings them, and are happy to give it a 5-star rating. Other users complain about stability and performance issues – application crashes and slow loading times – and rate the app as 1-star or 2-star in the store.

These “Accidental 3” ratings can be easily understood – it is practically impossible to test your application on a whole matrix of device types, OS versions and network connectivity flaws. As a result, some users experience severe quality issues, are unable to benefit from the full value of the application, and express their frustration in low ratings in the app store.

If you want to be on top of how users rate your app, many tools monitor your application ratings on the app store. However, this is not enough. If you really want to understand why users rate your app this way, you need a tool that can track your app’s real user experience and show you where you should improve. This may be exactly the tool you need to gain the missing 2 stars!

Michael Gopshtein is Team Manager in AppPulse Mobile R&D, HP Software.

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An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

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