Catching Up with Instagram's Newest Algorithm Update: What You Need to Know

instagram-algorithm-update

Catching Up with Instagram's Newest Algorithm Update: What You Need to Know

Earlier this year, Instagram published a blog titled Instagram Ranking Explained, which offers the most current information available on how the algorithm functions. Let's begin by ensuring you grasp the concept of the algorithm, after which we'll delve into the specifics of each algorithm's operation.

What Does the Instagram Algorithm Involve?

Alright, let's delve into it. So, what exactly is the algorithm? Instagram doesn't employ a single algorithm dictating users' content visibility across the app. Instead, it utilizes a range of algorithms tailored to different sections such as the feed, stories, explore, and reels. Each of these areas has its own algorithm customized based on user interaction with that specific feature.

How frequently does the algorithm get updated?

The algorithm undergoes both frequent and infrequent changes, which might seem contradictory, but let us clarify. If you're an active Instagram user, you may have observed that the content displayed on your feed differ from those on someone else's feed. This discrepancy arises because each algorithm is tailored to the individual interacting with it. Therefore, if you modify your interaction with a particular aspect of Instagram, you may begin to notice new trends and behaviors in the type of content displayed to you.


Your personalized algorithm is constantly evolving based on your preferences—what posts you like or dislike, which stories you watch or skip, and how you swipe through content. While the Instagram algorithm adapts to your interactions, its fundamental criteria don't alter frequently. Instagram's headquarters isn't tweaking algorithms daily to ensure reels outperform in-feed posts by 80%. The last two significant algorithm updates occurred in 2021 with the release of the article "Shedding Light on How Instagram Works" and in late 2022 to early 2023, when Adam Aeri acknowledged Instagram's heavy focus on video and pledged to let users shape their feeds. With this article, we have the most current understanding of how the algorithm operates, which will likely remain stable until the next major update. Expect this algorithmic framework to persist for several months to possibly a year or two. In summary, the algorithm changes in response to shifts in user behavior. For instance, if the community suddenly favors story posts over reels or embraces live content, the algorithm adapts accordingly. It detects user behavior patterns and adjusts its recommendations accordingly.

The primary four algorithms

The key four algorithms we'll be discussing today are feed, stories, explore, and reels. We'll simplify the functionality of each algorithm using information from their blog post.

1. Your feed

Currently, there are three feed views: following, favorite, and default. When you switch to the following feed, you will see the most recent posts from the people you follow, meaning these posts will appear in chronological order.

Switching to the favorite feed reveals the latest posts from accounts you've selected as favorites.

The default feed is the main view upon opening your Instagram app. In this feed, the algorithm suggests posts it believes you'll enjoy based on various factors.

Instagram describes your feed as a place to catch up with friends, family, and interests. But how does Instagram discern who your friends and family are, or what your interests entail? Instagram uses signals—hundreds of them—across all its algorithms. These signals include information about the post itself, the post creator, your preferences, followed accounts, liked content, post sharing time, device type, and your engagement with different types of content such as reels or photos.


When it comes to feeds, the most critical signals, in order, are:

    • Your activity: Your activity is a crucial aspect. Instagram examines posts you've liked, shared, saved, or commented on previously to comprehend the type of content that might interest you.
    • Information about the post: Information regarding the post encompasses its engagement metrics, such as the number of likes, comments, shares, and saves, as well as more mundane details about the content itself, such as its subject matter, posting time, and attached location.
    • Information about the person who posted: Additionally, Instagram considers details about the person who posted. This includes signals like your recent interactions with that individual, which aid in determining their relevance to you.
    • Your history of interacting with someone: Your history of interactions with someone plays a significant role. Consistent interactions with a person may influence how frequently their content appears on your feed. For instance, frequent commenting between users may increase the likelihood of their posts appearing on each other's feeds.

Once Instagram analyzes these signals, it endeavors to predict your likelihood of engaging with a particular post.

For the feed, Instagram primarily considers five interactions:

    • The likelihood of spending a few seconds on a post.
    • Whether you're inclined to leave a comment.
    • Your tendency to give it a like.
    • The likelihood of sharing it.
    • Whether you're likely to tap on that person's profile photo.


The higher Instagram anticipates your likelihood to engage in those actions, the more elevated a post will be ranked in your feed. If you come across a post on your feed and ponder why Instagram suggested it or why it's prominently displayed, you can witness the algorithm in operation by tapping the three dots in the top right corner of that post. Selecting "Why am I seeing this post?" will prompt Instagram to provide transparent insights into the specific triggers it considered and why it predicted your engagement with that post.

2. Your stories

Instagram defines stories as a means to share everyday moments and foster closer connections with individuals and topics that matter to you.

The most significant signals for stories, in order of importance, include:

    • Viewing history: This analyzes how frequently you view a specific account's stories, allowing Instagram to prioritize stories from accounts deemed important to you.
    • Engagement history: This evaluates your interaction with an account's stories, such as liking a story or sending a direct message.
    • Closeness: This examines your overall relationship with the creator, considering factors like frequent direct messaging and whether you're connected as friends or family.

Instagram utilizes these signals to predict the stories you're most likely to find relevant and valuable. Consequently, Instagram predicts your likelihood of engaging with someone's story, replying to it, or skipping to the next one.

3. Rank explorer

Instagram states that the explore feature was crafted to aid users in discovering new content. The explore grid consists of recommendations gathered by Instagram, implying that nearly all the content you encounter there is likely not from accounts you follow.

Instagram undertakes this process in two steps: first, defining the type of content to showcase, and then ranking that content based on its likelihood of engagement.

To pinpoint photos and videos of potential interest to you, Instagram considers the following signals in order:

    • Information about the post: This evaluates the post's popularity, including factors like the speed of engagement such as likes, comments, shares, and saves. These engagement signals weigh significantly more in compared to your feed and stories.
    • Your activity in explore: Instagram analyzes the type of content you've interacted with in explore in the past, aiming to present similar content based on your preferences.
    • Your history of interacting with the person who posted: Even if the post isn't from an account you follow, if you've engaged with their content previously, Instagram gauges your likelihood of interest.
    • Information about the person who posted: Instagram examines the person's profile, the type of content they produce, and the level of interaction their posts receive to determine relevance for explore.

Understanding this process is vital. Instagram has tailored its algorithm to identify account embeddings, categorizing accounts based on specific themes. Hence, it's crucial for users to niche down on Instagram to enhance relevance.

For instance, if you've recently engaged with a particular profile, Instagram analyzes that profile's content and interactions. If another user who engaged with similar content also liked content from a famous tennis player, you might encounter tennis-related content on your explore page. This occurrence highlights the algorithm's ability to suggest content based on shared interests, even from accounts you don't follow.

4. Ranking for reels

nstagram describes the reels feature as a tool designed to facilitate the discovery of new content with a focus on entertainment. Similar to the explore feature, most of the content you encounter on your reels tab will originate from accounts you don't follow. Instagram follows a process akin to explore to curate reels they believe will pique your interest.

The criteria for predicting your likelihood of engaging with reels differ slightly from those used for the explore page. When ranking reels, Instagram prioritizes predictions on actions like resharing, watching a reel in its entirety, liking it, and visiting the audio page. If Instagram anticipates you're inclined to explore the audio of a particular reel for inspiration, they'll rank that reel higher on your reels tab.

In terms of importance, other significant signals include:

    • Your activity: Instagram analyzes recent interactions such as likes, saves, shares, comments, and engagements with reels to gauge content relevance.
    • Your history of interacting with the person who posted: Similar to explore, if you've interacted with a user even though you don't follow them, Instagram might elevate the ranking of their content.
    • Information about the reel: Signals related to the content within the video itself, including the audio track, visuals, caption, and popup text, are considered alongside popularity and engagement metrics.
    • Information about the person who posted: Popularity indicators like follower count and engagement level help identify compelling content from a diverse range of creators, ensuring everyone has an opportunity to find their audience.

Understanding these signals is crucial for navigating the reels feature effectively, as Instagram strives to present content tailored to individual interests and preferences

As we wrap up our exploration of Instagram's algorithms, it's evident that these intricate systems play a vital role in shaping our experience on the platform. From the feed to stories, explore, and reels, each algorithm is finely tuned to deliver personalized content tailored to our preferences and behaviors

By understanding the underlying mechanisms behind these algorithms, users can gain valuable insights into how their interactions influence the content they see. Whether it's engaging with posts, stories, or reels, every action contributes to the algorithm's predictions, ultimately shaping the content that appears on our feeds.

As Instagram continues to evolve and refine its algorithms, staying informed about these changes becomes increasingly important. By keeping abreast of updates and developments, users can maximize their experience on the platform and ensure they're seeing the content that matters most to them.

So, as you navigate your Instagram journey, remember the role that algorithms play in curating your feed and explore page. By engaging thoughtfully with content and understanding the signals that drive these algorithms, you can make the most of your Instagram experience and discover new and exciting content along the way.

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