When to Axe a Feature: Giving Your Product the ‘Old Yeller’ Treatment

Aayush Vashist
6 min readMay 30, 2023

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In the constantly evolving realm of product development, it is vital to consistently assess the performance and relevance of the features provided. While every product feature originates with good intentions, there may come a point when a feature no longer serves its intended purpose or aligns with the product’s objectives and the needs of its users. This article delves into the indications that signify a struggling product feature, the consequences of ineffective features, the evaluation process, factors to consider when making decisions, and potential approaches for managing underperforming features.

Product features serve as the fundamental components of any software or service, crafted to fulfill specific user requirements and enhance the overall user experience. However, as the product and its user base progress, certain features may lose their efficacy or become incongruent with the product’s objectives. To ensure optimal product performance and user satisfaction, it is imperative to periodically evaluate and make well-informed decisions regarding the future of each feature.

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An example from the real world that illustrates this concept is the closure of Periscope after operating for six years. Periscope revolutionized live streaming, particularly following its acquisition by Twitter. However, it ultimately shut down after approximately six years. The reason cited by the company for this decision was that “The Periscope app is in an unsustainable maintenance-mode state and has been for a while. Over the past couple of years, we’ve observed a decline in usage and recognize that the cost of supporting the app will only continue to rise over time.”
The underlying rationale behind this shutdown was that the expense of maintaining the app outweighed its benefits.

When Product Features Go “Oopsie Daisy!

Identifying struggling product features is the first step in determining whether they should be removed or revamped. Here are some common signs to look out for:

Declining Usage and Adoption Rates

A drop in usage metrics, such as decreased active users or declining feature engagement, can be indicative of a feature that no longer resonates with users. It suggests that the feature might not provide enough value or fails to address their evolving needs.

Negative Customer Feedback

Pay close attention to customer feedback channels, including user reviews, support tickets, and social media discussions. If a feature consistently receives negative feedback or fails to meet user expectations, it may be time to reassess its value.

Lack of Alignment with Business Goals

Features that no longer align with the overall business strategy and goals can hinder the progress of a product. As priorities change, it’s important to evaluate whether each feature contributes to the core purpose of the product.

The Bumbling Blunders of Ineffective Features

Ineffective features can have a detrimental impact on both the product and its users. Understanding these consequences can help drive the decision-making process:

User Frustration and Dissatisfaction

When a feature doesn’t perform as expected or becomes burdensome to use, it can lead to user frustration and dissatisfaction. This, in turn, can impact customer retention and loyalty.

Increased Maintenance and Development Costs

Every feature requires ongoing maintenance and development resources. Inefficient or underutilized features drain valuable resources that could be allocated to more valuable aspects of the product.

Diversion of Resources from More Valuable Features

Continuing to invest resources in underperforming features detracts from the opportunity to focus on improving or introducing new features that have a higher potential for success.

The Feature Olympics: Putting Product Features through Their Paces!

To make informed decisions about product features, a thorough evaluation process is necessary. Consider the following methods to assess feature performance:

Data Analysis and Metrics Tracking

Utilize data analytics to track feature usage, engagement, and conversion rates. These metrics can provide insights into how users interact with specific features and help identify patterns and trends.

User Surveys and Feedback

Directly engage with users through surveys and feedback mechanisms to gather qualitative insights. This information can shed light on user preferences, pain points, and suggestions for improvement.

Competitor Analysis

Keep a pulse on the market and analyze competitor products and features. Understanding what features your competitors offer and how users respond to them can provide valuable benchmarks and inspiration for improvements.

The Great Dilemma Dance: How to Make Decisions without Breaking a Sweat!

When evaluating a struggling product feature, it’s essential to follow a structured decision-making process. Consider the following steps:

Identifying the Core Purpose of the Feature

Understand the initial intention and purpose behind the feature. Evaluate whether it still aligns with the product’s mission and user needs.

Assessing its Value and Impact on User Experience

Evaluate the value the feature provides to users and its impact on their overall experience. Consider whether it addresses a genuine pain point or offers a unique advantage.

Weighing the Benefits Against the Costs

Consider the costs associated with maintaining, developing, and supporting the feature. Evaluate whether the benefits outweigh these costs or if resources could be better allocated elsewhere.

Underperforming Features: From Flops to Fabulous or Farewell?

Once you have assessed the performance and value of a struggling feature, consider the following options:

Iterative Improvement and Optimization

If a feature has potential but falls short in its current state, consider iterative improvements and optimizations. Gather user feedback and data to make informed adjustments and enhancements.

Feature Removal or Deprecation

If a feature consistently underperforms and offers little value, it may be best to remove or deprecate it. This can help streamline the product, reduce complexity, and free up resources for more impactful features.

Reimagining and Repurposing the Feature

In specific scenarios, a feature might not fully meet its intended purpose but can be modified or repurposed to serve a different function. It is valuable to explore creative possibilities for reimagining the feature in a manner that aligns more effectively with user needs and the product’s goals. A notable instance of this occurred when Google made the decision to discontinue Inbox in May 2018.

Feature News Flash: Keeping Users in the Loop with Flair!

When making changes to product features, it’s crucial to communicate these decisions effectively to users:

Transparent Communication about the Decision

Be transparent about the reasons behind feature changes. Clearly communicate why a feature is being removed, revamped, or repurposed, emphasizing the benefits to users and the overall product.

Highlighting Alternative Solutions or Replacements

If a feature is being removed, provide users with alternative solutions or replacements. This helps mitigate the impact on their workflows and shows a commitment to meeting their needs.

Gathering User Feedback and Addressing Concerns

Encourage users to provide feedback and address any concerns they may have about the changes. This fosters a sense of community and allows for a better understanding of their perspectives.

The Great Adventure of Risk Wranglers: Expectations under Control!

When dealing with underperforming features, it’s important to mitigate risks and manage user expectations:

Incremental Changes and Gradual Feature Adjustments

Rather than making drastic changes overnight, consider implementing incremental adjustments. This minimizes disruption and allows users to adapt gradually to new feature iterations.

Monitoring User Reactions and Sentiment

Keep a close eye on user reactions and sentiment after feature changes. Monitor feedback channels and conduct follow-up surveys to ensure that adjustments meet user expectations.

Continual Evaluation and Adaptation

Product features and user needs evolve over time. Continually evaluate feature performance, gather feedback, and adapt accordingly. This iterative approach ensures the product remains relevant and valuable.

Knowing when to kill a product feature is a critical aspect of product management. By identifying signs of struggling features, evaluating their impact, following a structured decision-making process, and considering various options, product teams can make informed choices that benefit both the product and its users.

FAQs

How do you determine if a feature is underperforming?

Evaluating usage metrics, monitoring customer feedback, and assessing alignment with business goals can help determine if a feature is underperforming.

What if removing a feature upsets some users?

Transparent communication, providing alternative solutions or replacements, and addressing user concerns can help mitigate the impact of feature removal.

Is it possible to revive a previously removed feature?

In some cases, with proper evaluation and reimagining, a previously removed feature can be reintroduced in an improved form.

Should you kill a feature solely based on usage statistics?

Usage statistics are important indicators, but it’s essential to consider qualitative feedback, alignment with goals, and overall user experience when making decisions.

How can feature evaluation help improve overall product quality?

Regular feature evaluation ensures that resources are focused on valuable aspects, leading to improved product quality, user satisfaction, and business success.

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Aayush Vashist
Aayush Vashist

Written by Aayush Vashist

Exploring the intersection of Product, Psychology, Tech and Business. 📚💡🚀 #InnovationJunkie

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