Why Long Bug Reports Convert Better: Lessons from a Top Seller

The Surprising Finding from a Best-Selling Brand

Recently, I came across an interview with the founder of Relo, a sports apparel brand that sells on Xiaohongshu (China's Instagram-like platform). Relo has hit monthly sales of 5 million yuan, and their secret isn't flashy videos or viral hooks. They tested hundreds of product posts and found that the ones with the highest conversion rates were those with over 200 characters of text and at least eight images.

That runs counter to everything we hear about attention spans. We're told users are impatient, that you have three seconds to grab them, that content should be shorter and snappier. But here's the thing: users may not have patience for fluff, but they do have patience for understanding a product they're about to spend money on.

Bug Reports Have No Context Either

Relo's founder made a great analogy: a product post on Xiaohongshu is like a street stall. When a user stumbles on your post, they've never heard of your brand. They won't go digging through your profile to read your previous 20 posts just to understand this one. That single post is your only shot.

Bug reports are no different. When a developer or tester files a bug, the reader—maybe a busy engineer, maybe a product manager—doesn't have the context of your entire project. They won't read your 50 previous bug reports to understand the pattern. That one report has to stand alone.

Short bug descriptions work only if the reader already knows the system inside out. For a new project, a new team, or a complex issue, brevity is a luxury you can't afford. You're overestimating how much the reader already knows.

Clicking on a Bug Report Doesn't Mean They'll Fix It

Teams obsess over the bug report's title and priority. They think if the title is catchy and the severity is set to 'Critical,' the job is done. But a developer clicking on a bug titled 'Login fails on Safari' only indicates they're interested in that problem. They haven't decided to fix it yet.

They still need to know: What's the exact URL? What browser version? What steps reproduce it? What's the expected vs. actual result? Does it happen on other browsers? Is there a screenshot or a console log? Without these details, the developer will just close the report and move on.

And when they search the bug tracker for similar issues, they see not only your report but also all the other reports from other teams and users. If your report doesn't stand out with complete information, you've just handed the fix to someone else.

200 Words Isn't About Dumping Every Detail

You might think, 'Okay, I'll just write a long report with every possible detail.' But that's not it. Relo found that even if a product has ten advantages, a single post should focus on only one. For a running brief, they'd write only about chafing on long runs.

In bug tracking, this means focusing on one issue per report. Don't report three different bugs in the same ticket. If you do, the developer has to untangle them, and often the main issue gets lost. A good bug report covers one problem thoroughly: what you did, what happened, what you expected, and any relevant context.

Why do some bug reports feel long and tedious? Not because they're long, but because the information is disjointed. The steps are vague, the environment is missing, and the expected behavior is unclear. Users can't follow the thread. Keep the scope tight. One report, one problem, and walk through it from start to finish.

8 Images Provide Room to Explain

Relo also noticed that posts with more than eight images had higher conversion. But it's not about taking eight photos of the same product from different angles. The first image might show the problem (chafing), then images show the solution (the product), its details, the material, a real user wearing it, and finally the price and purchase link.

In bug tracking, screenshots and attachments serve a similar purpose. A single screenshot can be overwhelming if it tries to show everything. Instead, use multiple images: one for the overall page, one zoomed in on the error message, one showing the console output, and maybe a screen recording for a tricky UI bug.

Each visual should tell one part of the story. The user scrolls through them quickly, and each one helps them understand the issue better. When you cram everything into one image, it's hard to know where to look.

Different Bugs Need Different Levels of Detail

Of course, this isn't a rule that every bug report must be 200 words. A typo on a button doesn't need a paragraph. A low-severity issue in a well-known component can be brief. But for a new feature, a complex backend bug, or a high-impact issue, you need more detail.

The less familiar the system is, the more context the developer needs. The higher the severity, the more you need to eliminate doubts. A simple test: write two versions of the same bug report—one short and one with full context—and see which gets resolved faster. Track metrics like time to first response, time to close, and the number of follow-up comments.

What you want is not a bug report that's easy to skim, but one that helps the developer make the right fix the first time.

The Real Lesson for Bug Tracking

Over the years, we've been trained to focus on the headline: the bug title, the priority, the initial glance. These matter, but they're just the entry point. The real work is in the details.

A bug report that's too short might get a quick glance, but it often leads to back-and-forth comments asking for clarification. That's not efficient. A well-crafted report with clear steps, screenshots, and expected behavior saves time in the long run.

The next time you file a bug, think about the person on the other side. They don't have your context. Give them everything they need to understand the problem and start fixing it. That's what makes a bug report truly effective.