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Why You’re Seeing Raw JSON Instead of Content—and What That Really Says About Your System 

 December 13, 2025

By  Joe Habscheid

Summary: When software systems respond with structured data instead of human-readable content, there's often confusion among marketers, business owners, and even junior developers. One such case is encountering a JSON error message stating: "The given text does not appear to be a raw website text containing a story. It seems to be an error message in JSON format, indicating an insufficient account balance to run a specific query." This post breaks down exactly what that means, why it happens, and what you should—and should not—do when you see this kind of output.


What Is JSON, and Why Are You Seeing It?

JSON stands for JavaScript Object Notation. It’s a simple, lightweight way to structure data so machines can read and process it. It's used by APIs and databases to transfer information back and forth. You won’t usually see JSON unless you’re interacting directly with an interface or script rather than a polished front end. That’s your first clue that the system's not behaving the way you expect.

The fact that this error popped up means you asked a tool or platform for something—and it responded technically instead of telling a story, delivering content, or producing results. If you were expecting a blog post, website content, or marketing copy, and instead saw JSON, the problem lies in either the automation settings or access rules behind the tool you’re using.

What the Specific Message Means

Let’s dissect the text:

“The given text does not appear to be a raw website text containing a story. It seems to be an error message in JSON format, indicating an insufficient account balance to run a specific query.”

This is a two-part error—a double whammy. First, the system is telling you that the input data it received isn’t usable content—it’s not a story or readable text. Second, it's explaining why: the JSON text you received indicates the query couldn’t be processed because the account balance is too low. You didn’t hit a technical glitch; you hit a financial barrier enforced by automated rules.

Where This Usually Shows Up

You’ll usually encounter this when working with APIs from platforms like OpenAI, Google Cloud, AWS, or third-party SaaS tools. These systems check if you have sufficient credits or usage rights before performing operations. When your balance runs dry, they do not send back a friendly message. They return JSON: efficient, blunt, and directing the programmer to fix the issue upstream.

If you're working through a frontend interface layered over such an API—like a no-code platform, website builder, or chatbot tool—that interface should ideally catch the error and show a human-readable page. But when that fails, you get raw JSON instead. That’s when people start asking: What the hell did I just get?

Why This Can Derail Marketing and Content Workflows

This type of technical blockage is a silent productivity killer. You're trying to generate insights or deliver content, but you hit a paywall masked as a data format. The result is confusion and wasted time parsing something you weren’t supposed to see to begin with.

For marketers, copywriters, or content teams relying on automated tools, it causes delays. For business leaders running lean operations, it's a signal that someone needs to take responsibility for maintaining credit levels and monitoring system output—because that task is going ignored.

What You Should Do Immediately

First, confirm this is truly a balance issue. That part of the message is easy to verify. Log in to the relevant platform (OpenAI, AWS, etc.) and check your billing dashboard. If the balance is indeed depleted or your quota is maxed out, top it up. Then rerun your query.

But here’s the deeper issue: why was your system not insulated from this? Why are you or your team seeing JSON at all? That’s a systems design flaw. Either the frontend you're working with doesn’t catch the error properly, or no one’s been monitoring operational limits. Who owns the responsibility for this in your team?

Don't Make It Worse: What You Should Avoid

Don’t try rewriting or repurposing the error message as content just to fill a void. You can’t polish an error string into a story. It’s not meant to persuade anybody—it's diagnostic. Also, don’t blame your content team for this. The underlying problem is technical. Redirect your energy toward patching the operational gap that let this error surface in the first place.

Who Needs to Step In Next?

This is now a team issue. Someone from DevOps or engineering should handle system alerts and set up thresholds to warn when you're nearing account limits. Product or project managers need to run checks to ensure these limits don’t silently fail. And if you’re a solopreneur using third-party platforms, ask: How can I get notified of usage issues before they blow up my workflow?

If the platform you’re using doesn’t allow for graceful error handling or automated alerts, you may want to reconsider how much you trust it for business-critical tasks. System fragility shows itself loudest through small breakdowns like this one.

Converting the Problem into a Systems Win

This error is a gift—a wake-up call that your automation lacks fail-safes. Use it as a way to tighten workflows. Implement alerts on balance levels. Ask technical leads to validate that all output is caught by error handlers. Ensure business users never see raw JSON unless they're deliberately interfacing with it.

Even better, integrate financial monitoring into your stack—set up service usage quotas to feed dashboards your team reviews weekly. A problem you expect is far less disruptive than one that appears suddenly in a report or ad hoc task.

Get Comfortable Saying "No" to Poor System Design

This is also where the power of "No" becomes useful. Say "no" to patching systems where deeper fixes are needed. Say "no" to shrugging off technical ownership as someone else’s job. And say "no" to chasing superficial outputs when the core infrastructure is leaky. That stance gives you permission to fix what matters.

Ask better questions: What other failure responses are reaching users unnoticed? How many dependencies do we treat as permanent when they’re subject to fluctuating usage caps? And who is designated to handle it when these cracks appear?

You’re not looking to assign blame. Just accountability. Systems work when people work them—and prepare for their limits.


#TechFail #JSONError #ErrorHandling #APIUsage #AutomationBreakdown #MarketingTech #OpsMatters #SystemDesign #NoExcusesWorkflow

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Featured Image courtesy of Unsplash and Joshua Hoehne (vCO1Frox2j4)

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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