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PATTERNS & ANALYTICS · 4 MIN READ

How to find your wins (and the patterns hiding in them)

Your top 5 posts of the year aren't a coincidence. There are 3-5 patterns underneath them. Here's the process for surfacing them without a tool.

Your top 5 posts this year aren't random. They're the result of 3-5 patterns you haven't spotted yet. These patterns aren't just about luck or timing, they're repeatable, and they're hiding in plain sight. If you're not actively looking for them, you're leaving growth on the table.

The setup

Most creators know their "best" posts, the ones that got the most views, likes, or shares. But they don't dig deeper to figure out why those posts worked. Instead, they treat them as one-offs or flukes. The problem? Without understanding what drove those results, you can't replicate them.

Looking at thousands of posts, we've noticed a pattern: the top-performing content usually shares 3-5 common traits. These traits aren't always obvious. They could be something like the first 3 seconds of your video, the format you used, or even the time you posted. But they're there, and they're consistent.

The first step is knowing if a post actually performed well. Comparing it to your baseline metrics is crucial. A post with 10,000 views might look great, but if your average is 15,000, it's actually underperforming. Once you know what's truly working, you can start looking for patterns.

What's actually happening

Social platforms like Instagram and TikTok use algorithms to decide what content gets shown to whom. These algorithms are designed to maximize engagement, likes, comments, shares, watch time. When a post performs well, it's usually because it hit one or more of these engagement signals.

For example, TikTok's algorithm prioritizes watch time. If viewers watch your video all the way through, the platform sees that as a strong signal and pushes it to more people. Instagram, on the other hand, focuses more on likes and comments. If people are engaging with your post, it's more likely to appear on their feeds or in Explore.

But engagement isn't the only factor. Platforms also look at consistency, how often you post, how similar your content is, and whether your audience sticks around. That's why one viral post isn't a strategy. It might get you a temporary boost, but without consistency, the algorithm won't keep favoring you.

The key is to identify which signals your top posts are hitting. Are they getting more watch time? More comments? Are they reaching a new audience? Once you know that, you can start replicating those signals in future posts.

How to spot your patterns

Here's a step-by-step process to uncover the patterns in your top-performing posts:

1. Narrow down your top 5 posts.
Choose the 5 posts with the highest engagement relative to your baseline. Don't just pick the ones with the most views, look at likes, comments, shares, and watch time.

2. Look for common themes.
Are your top posts all tutorials? Do they all start with a hook in the first 3 seconds? Do they use the same format, like a carousel or a trending sound? For example, one creator noticed that all her top posts started with a question, her engagement doubled when she used that format consistently.

3. Check the timing.
Look at when you posted. Was it a specific day of the week or time of day? One creator found that posting at 7 PM on Sundays consistently outperformed her other posts by 30%.

4. Analyze your captions.
Are your top posts using certain types of captions? Do they include a call-to-action, a question, or a story? For example, posts with "What's your take?" in the caption consistently got more comments for one creator.

5. Examine your visuals.
Are your top posts using similar colors, filters, or layouts? Do they feature a specific type of content, like behind-the-scenes footage or user-generated content? One creator noticed that posts with bright, high-contrast visuals consistently performed better.

6. Test your findings.
Once you think you've found a pattern, test it. If your top posts all start with a hook, try using that hook in your next 5 posts. Compare the results to your baseline to see if it's working.

Where most creators get this wrong

The biggest mistake creators make is assuming their top posts are outliers. They think, "That video went viral because I got lucky," and move on. But luck rarely explains a pattern of success.

Another common error is focusing on the wrong metrics. A post might have a lot of views but low engagement, or vice versa. If you're not looking at the right metrics, you'll miss the real patterns. For example, one creator kept trying to replicate a post that got 50,000 views but didn't notice that it had low engagement, her followers weren't actually connecting with it.

The fix? Build a content system that lets you test and refine your patterns. Instead of chasing one-off wins, focus on creating a consistent process that lets you replicate your successes over and over.

What to do this week

Here's how to start uncovering your patterns in the next 7 days:

  1. Identify your top 5 posts based on engagement, not just views.
  2. Write down 3 things they have in common, format, timing, visuals, etc.
  3. Test one of those patterns in your next post.
  4. Compare the results to your baseline to see if it worked.

By the end of the week, you'll have a clearer idea of what's driving your success, and how to keep it going.


// RELATED
Baseline math: how to know if a post actually performed well
The small-sample trap: why 'one viral post' isn't a strategy
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