How to find Instagram outliers

An Instagram outlier is a post that did far better than the account usually does. Not the biggest post on the platform, and not even the biggest on the profile. The one that beat its own account's normal by a wide margin.

That distinction is the whole point. This post covers what an outlier is, how the score is worked out, and how to find the outliers on any profile in a few seconds.

What an outlier is

Every account has a usual range. A creator whose Reels normally land around 40,000 views has a baseline of 40,000, whatever their follower count says.

When one of their Reels reaches 244,000, something happened that was not the audience. The same people saw the same account, and this time six times as many watched. The idea, the hook or the format did that.

That Reel is an outlier, and it is the most useful post on the profile to study.

Why views mislead

Sort a large account by views and you get its ten biggest posts. On an account with two million followers, the tenth of those still clears a million views.

Those ten may all be ordinary. They did what that account always does, and their size reflects the audience more than the idea. Borrow the idea and you will not get the audience with it.

Views answer the question of what is biggest. Research needs a different question: what overperformed. On a big account those are rarely the same list.

Outlier or viral

The two words get used as if they meant the same thing. Viral is about absolute size: millions of views, wherever they came from. An outlier is about the gap between a post and its own account.

A Reel with 15,000 views on an account that usually gets 2,500 is a 6× outlier, and nobody would call it viral. It is still the better lesson, because the idea did the work, and an idea is something you can reuse.

How the score works

Sort Feed takes up to 25 of the creator's recent posts and sets aside anything published in the last three days. It finds the median of the rest, and divides every post by that median.

Picture an account whose recent Reels land like this.

• Most of them: between 30,000 and 50,000 views.
• One from last month: 244,000 views.
• One from yesterday: 6,000 views so far.

The median sits near 40,000. Yesterday's Reel is left out of the baseline because it is still growing. Last month's is 244,000 divided by 40,000, which gives 6.1×: a little over six times the account's usual views.

Because the baseline is the creator's own, the score reads the same on any account. A 6.1× on a profile with 3,000 followers and a 6.1× on a profile with three million both mean the same thing: this one broke out.

Why the last three days are skipped

A post from yesterday has not finished collecting views. Counting it would drag the baseline down and make everything else look better than it was.

Why the median

An average gets pulled up by one huge post, which would raise the bar for every other post and hide the next breakout. The median is the middle value, so one past hit cannot move it much.

How to find Instagram outliers

You need Chrome and the Sort Feed extension, which works as an Instagram outlier finder on any profile you can see. Install Sort Feed covers setup.

• Open the profile and click the Reels tab.
• Click the Sort Feed icon in your toolbar.
• Under Filters, choose how many Reels to look at.
• Under Sort by, click Outlier score.

The grid comes back ranked by multiple, highest first. If you have already sorted by views, the Sort by chip on the banner switches to outlier score instantly, with no second run.

Reading the badges

Each card shows its multiple in the corner, such as 6.1×. Hover the badge for the comparison in full: this post's views against the account's median.

The strongest posts carry a small lightning badge with one to three bolts. Three bolts marks the top of what is on screen. The badge is rationed, so a grid gets a handful and not a wall of them.

A post needs at least 2× to earn a badge. Anything under that keeps its number and goes unmarked.

Choosing a range

The latest 25 is the right first look. It is fast, it is free, and it shows what is working for the account right now.

Go wider when the account posts often, or when you want its best ideas of the year. On Pro, a sort of the last three or six months scores every post in that window against the same baseline, so an old breakout shows up beside a recent one.

When nothing breaks out

Sometimes no post clears 2×, and the banner says so. That is a real finding about the account: its numbers are steady, and there is no breakout to learn from in that range.

Try a longer range before moving on. A breakout from four months ago will not show in the latest 25 on an account that posts daily.

If the account is too new to have a baseline, Sort Feed tells you that and ranks by views instead, so you still get a useful grid.

What to do with one

Finding the outlier takes seconds. The value is in what you do next.

• Watch the first three seconds twice. Write the hook down word for word.
• Name the format. Could you make the same shape of video on your topic?
• Check whether the creator repeated it. A follow-up that also scored is a confirmed pattern.
• Look for the same idea on two other profiles in the niche.

The last step is what separates a fluke from a signal. One outlier is interesting. The same idea scoring high on three accounts is a brief. On Pro, transcripts put the full script of each one next to its numbers in a single export.

Common misreads

• A giveaway or a collaboration. The spike came from the prize or the partner's audience.
• A post riding a trend that has passed. The idea worked that week only.
• A score on a very new account. A baseline built from a few posts moves a lot.
• A single outlier treated as a rule. Look for the second one first.

Where it works

Outlier score needs one creator's history to measure against, so it runs on profiles. Search results and saved collections mix creators, and a median across several accounts would mean nothing.

• Instagram Reels, scored on views.
• Instagram Posts, scored on likes.
• TikTok profiles, on the Videos tab.
• Facebook Reels and YouTube Videos and Shorts.

On the Posts tab the score uses likes, since Instagram publishes no view counts for photos and carousels. Read it the same way: a carousel at 4× pulled four times the likes that account usually gets.

It's free

Outlier score is on the free plan. The free limit is on how much you sort, the latest 25 posts or one week, and not on which sorts you get. Outlier score in the docs has the full detail, and the score comes through to every export as its own column.