I hacked the Instagram analytics

and changed many things in my content

Sadly, you stop watching videos like a normal person.

You start dissecting them like a detective with a caffeine addiction.

Why did this one explode? Why did this one die peacefully in complete silence? Why did I spend 4 hours editing a video just for people to leave after 1.3 seconds?

Eventually, after staring at Instagram analytics for an amount of time that probably qualifies as psychological self-harm, I started noticing patterns.

So here are two screenshots: one successful video and one unsuccessful one. And this is usually how I understand what went wrong and where.

Now look at this video.

Do you think it went viral?

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Probably not. The skip rate here is around 65%, which is… not great. Good videos usually stay below 50%. Very strong videos often go below 40%.

The average watch time here is around 6 seconds, while the video itself lasts 16 seconds. Again, there’s no sacred rule carved into stone tablets by the Instagram algorithm, but from observation, shorter videos usually need around 50% retention to perform really well. Longer videos can survive closer to 40%.

The uncomfortable truth is that we can’t really predict which video will go viral. Anyone confidently claiming otherwise is probably trying to sell you a course with arrows on thumbnails. But what we can do is analyze what happened after the video was posted.

And honestly, most metrics barely matter.

The two most important ones are:

• skip rate,

• and average watch time (AWT)

That’s it. That’s the whole religion.

Skip rate basically tells you how many people escaped during the first three seconds of your video. In other words: how strong your hook actually was.

Now have a look at this:

Skip rate below 40%. Retention above 50%.

That video reached 2.4 million views and brought me around 65k followers.

Painfully simple.And this is where creators often misunderstand analytics. They obsess over likes because likes feel emotional. Views feel public. Comments feel validating. But Instagram mostly cares about attention.

Can you keep people watching?

Can you stop them from escaping?

Can you make them stay slightly longer than they intended to?

That’s the game.

Shares matter too, by the way. Shared videos usually mean one of two things:

• useful,

• or relatable.

Ideally both.

Likes, honestly, are less impressive than people think. Although if absolutely nobody likes your video, Instagram interprets that as society politely asking the platform to move on.

Now, the most useful thing you can do is stop looking at analytics emotionally and start looking at them diagnostically.

Especially this graph:

This graph is basically an X-ray of your content.

If viewers leave immediately, your hook is weak.

This one:

Most likely:

• too slow,

• too confusing,

• or simply boring.

Which usually means the script needs rewriting, not “better cinematic shots.”

And if you see a dramatic drop at one specific moment, congratulations — you found the exact part people hated.

Remove it. Shorten it. Replace it. Fix the pacing. Analytics are surprisingly honest.

Sometimes brutally honest.

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Next time we’ll talk about why complete strangers suddenly feel emotionally entitled to you. Weirdest comments will be shared also 😁.

Consider this your warning.

Warmly,

AL.