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Bad Error Messages Cost You Money: How to Fix Confusing Automated Responses 

 February 10, 2025

By  Joe Habscheid

Summary: System errors and automated messages can seem like just technical noise, but they carry real implications for businesses and users. The phrase in focus—an API returning an error due to insufficient account balance—represents a broader issue: how software communicates problems and how users interpret them. This post breaks down why these automated responses matter, how they influence user reactions, and how companies can improve their messaging to reduce confusion and frustration.


Software Errors: More Than Just Glitches

Anyone who relies on automated systems—whether for financial transactions, software services, or complex integrations—has encountered an error message. The specific example here states:

"Unfortunately, the provided text does not contain a story to be extracted and rewritten. The given text appears to be a JSON response with an error message indicating an insufficient account balance. This message does not contain a narrative or a story that can be rewritten. The text seems to be related to some kind of API or system error, rather than a story."

At first glance, this is just a system output rejecting a request. But looking deeper, it’s much more than that. It highlights a larger issue in digital interactions: how developers, businesses, and users manage automated error messages.


The Problem with Unclear Error Messages

Look at the statement above. It does provide a reason for the failure—an insufficient balance. But imagine receiving this as a user. Would it instantly clarify what needs to be done next? Unclear or overly technical error messages create frustration for users, even in cases where the issue is simple. A well-crafted automated response must do more than state the problem; it should guide action.

Take financial applications, for instance. If a customer receives a generic "insufficient balance" message, they might ask: Which balance? How much is missing? Where can I resolve this? A better message might be: "You need an additional $50.00 to complete this transaction. Please add funds or choose a different payment method." That slight adjustment dramatically improves clarity and enhances user experience.


Communication Failure: Users vs. Developers

Developers think in code. Users think in outcomes. That disconnect often leads to confusing interactions. While a developer might see an error response as a logical outcome ("The system is doing what it should"), a regular user sees it as a dead end.

Take the phrase "the given text appears to be a JSON response with an error message." Most users have no idea what a JSON response is—it’s just another cryptic phrase. If this message were rewritten in plain language, it could instead say: "We couldn’t process your request because your account doesn’t have enough funds. Please check your balance or update your payment method." That shift in wording instantly makes the problem and the next step clear.


The Business Cost of Bad Messaging

Every unclear error message costs businesses money and time. Confused users flood customer support with questions, causing delays. Frustrated users abandon services altogether. Worse, unclear messaging can make an organization look careless or unprofessional.

Think about the power of well-crafted communication. A smooth user experience reduces frustration and builds trust. If a company provides clear, helpful responses—even when things go wrong—users feel respected, and they’re more likely to stay loyal. On the other hand, frustrating or robotic messages make an organization seem indifferent to its customers.


How to Fix Error Messaging

Addressing this problem isn’t complicated. Here are a few simple strategies to improve error messages:

  • Be Specific: Clearly explain what went wrong. Instead of a vague "insufficient balance" message, indicate the exact amount needed to complete the transaction.
  • Give Next Steps: Don’t just state a problem—offer a resolution. Instead of saying "Request failed," say "Try again with a valid payment method or update your account."
  • Avoid Jargon: Most users don’t speak in API terms. Skip words like "JSON response" or "transaction payload" if they don’t add value.
  • Empathize: Acknowledge the frustration a user might feel. A phrase like "We understand this can be frustrating, and we’re here to help" goes a long way.
  • Test Your Messaging: Have non-technical users read your error messages and ask how they interpret them. If it's unclear to them, it needs improvement.

Final Thoughts

Small details matter in digital interactions. A simple system message can influence how a user feels about an entire company. If businesses treat error messages as an afterthought, they miss an opportunity to build trust and provide a smoother experience.

The next time you encounter an error message—whether as a developer, a business owner, or a user—ask yourself: Does this message make the problem and the solution clear? If not, there’s work to do.

#ErrorMessages #UserExperience #APICommunication #SoftwareDesign #CustomerSatisfaction #DigitalMessaging

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Featured Image courtesy of Unsplash and Markus Spiske (bMvuh0YQQ68)

Joe Habscheid


Joe Habscheid is the founder of midmichiganai.com. A trilingual speaker fluent in Luxemburgese, German, and English, he grew up in Germany near Luxembourg. After obtaining a Master's in Physics in Germany, he moved to the U.S. and built a successful electronics manufacturing office. With an MBA and over 20 years of expertise transforming several small businesses into multi-seven-figure successes, Joe believes in using time wisely. His approach to consulting helps clients increase revenue and execute growth strategies. Joe's writings offer valuable insights into AI, marketing, politics, and general interests.

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