Algorithm

Which signals does the Instagram algorithm use?

By fanloop · Updated November 9, 2026 · 5 min

The short answer

According to Adam Mosseri, the top three ranking signals on Instagram are watch time, likes and sends: check average watch time, likes per reach and sends per reach in your insights. Likes count slightly more for followers, sends for people who don't follow you. fanloop posts your reels to people who don't follow you yet, as trial reels.

What Instagram has actually said

Most articles about the Instagram algorithm repeat each other. The most reliable thing we can point to is what the head of Instagram has said himself. In a video reported by Social Media Today on January 22, 2025, Adam Mosseri said: "The top three signals that matter most for ranking are watch time, likes and sends. So when looking at your insights, pay close attention to average watch time, likes per reach, and sends per reach."

That is a short statement, and it is worth reading slowly, because it contains three signals and one instruction about where to look.

The three signals

Watch time

Watch time is how long people actually watch your video. The metric Mosseri points you to is average watch time, which is in your insights. A reel that people leave after a second tells Instagram something very different from one they watch to the end.

Likes per reach

Notice the wording: likes per reach, not total likes. Reach is the number of people who saw the reel. Dividing likes by reach turns a raw count into a rate, which lets you compare a reel that reached few people with one that reached many.

Sends per reach

Sends are the times people send your reel to someone else. Same idea: it is measured against reach. A send is a person deciding that a specific other person should see this, which is a different kind of signal from a like.

Followers and strangers are not weighted the same

Mosseri also said that "likes are slightly more important for connected content, and sends are slightly more important for unconnected content." In plain words: when your reel is shown to people who already follow you, likes count slightly more. When it is shown to people who do not follow you, sends count slightly more.

The article adds one caution that is worth keeping: there is some variance depending on where content is shown and who it is shown to. Nobody outside Instagram has the exact formula, and Instagram has not published one.

What is not on the list

Social Media Today points out that comments are not mentioned at all in Mosseri's overview. That is the article's observation, not a statement from Mosseri, so it would be a stretch to say comments do not matter. What you can say is that they were not one of the three he named.

You will also see claims online that sends are worth three or five times a like. Those numbers do not appear in what Mosseri said, so treat them as someone's estimate rather than a rule.

What to do with this

You cannot control the algorithm, but you can control what you measure.

  1. Open your insights and find the three numbers. Average watch time, likes per reach and sends per reach.
  2. Compare reels with each other. A rate is only useful next to another rate from your own account.
  3. Look at the first seconds. Watch time starts there. If people leave early, the opening is the first thing to test.
  4. Ask whether someone would send it. A reel that is useful, funny or specific enough to forward to a friend is built for the signal that matters most with strangers.
  5. Test with people who do not follow you. Since sends count more for unconnected content, that audience is where this signal shows up first.

Why a rate beats a count

Imagine two reels. One was seen by very few people and some of them sent it to friends. The other was seen by many people and almost none of them sent it. The second has the bigger totals, but the first is the one where people did something with it. Because Mosseri points to signals measured against reach, comparing reels this way is closer to how he suggests reading your insights than looking at the biggest total.

It also protects you from a trap: a reel that reached a huge audience by luck can look like a success even when most people left in the first seconds. Average watch time is the number that exposes that.

A simple weekly routine

You do not need a dashboard for this. Once a week, open the insights for your last handful of reels and write down three numbers for each: average watch time, likes per reach and sends per reach. Put the reels in a list from best to worst on each number. Then look at what the top ones share: the opening, the length, the topic, how specific the idea was. Make the next reels more like those and less like the bottom ones. After a few weeks you will have your own picture of what your audience watches and forwards, which is worth more than any generic rule.

Common mistakes

The short version

Watch time, likes and sends are the three signals Instagram's head named as the most important for ranking. Look at average watch time, likes per reach and sends per reach, remember that sends lean more toward strangers, and do not trust anyone who gives you exact weights.

Quick questions

What are the top ranking signals on Instagram?

Adam Mosseri named watch time, likes and sends as the top three signals that matter most for ranking.

Which numbers should I look at in my insights?

Average watch time, likes per reach and sends per reach, as Mosseri recommended.

Do likes or sends matter more?

It depends on who sees the reel. Likes are slightly more important for connected content, and sends are slightly more important for unconnected content.

Are comments a ranking signal?

Comments were not among the three signals Mosseri named. Social Media Today noted they were not mentioned at all in his overview.

Sources

  1. Social Media Today: Instagram Shares Algorithm Insights To Inform Strategy
More fans, on loop.

Since sends count more for people who do not follow you, the way to see how a reel does with them is to show it to people who do not follow you yet. That is what fanloop does with trial reels, using the videos you already have. You get 7 days free.

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