The Instagram algorithm, which aims to tailor each user’s experience, is actually a blend of algorithms, procedures, and classifiers. Instagram’s early algorithm simply presented posts in chronological order, according to when they were published. However, in 2023, the algorithm has advanced to a point where it can now choose which content to show to each user depending on what matters to them the most.
Instagram claims that each component of the app has a unique algorithm. Thus, the method for the Feed is different from the one for the Explore page. And in contrast to Reels, the Explore page has a different algorithm. This is due to the variance in user behavior while interacting with various app features. For instance, when users visit the Explore page, they would like to find new content rather than just Stories from their closest friends.
Users of Instagram desire to see posts from their friends and loved ones in their Feeds and Stories. Therefore, the ranking methodology for these two is essentially the same. Your Feed and Stories will only contain content from individuals you follow, with the occasional advertisement.
Instagram gives the following signals the most priority in order to correctly rank the content in your Feed and Stories:
The Explore page’s primary objective is to introduce you to novel concepts. Therefore, even while Instagram continues to offer information based on your interests, the majority of the posts will come from accounts that you do not follow.
The algorithm starts by looking at posts you’ve already interacted with to decide which ones to rank. Then it discovers who else has commented on those posts and which other accounts they are following. This aids Instagram’s algorithm in limiting the posts that appear on your Explore page.
Instagram first identifies a collection of posts you might be interested in, and then it ranks them based on the following indicators:
Instagram Reels’ main objective is to provide entertainment. The videos you watch will thus frequently come from accounts that you don’t follow. In that respect, it is extremely similar to the Explore page. The biggest distinction is that it particularly focuses on stuff that could amuse you rather than merely taking into account what you might be interested in.
Instagram can accurately forecast things like your propensity to engage with and watch a Reel through to the conclusion. How frequently you visit the audio page is another crucial factor to take into account because it may indicate whether or not you want to create your own Reel. For Instagram Reels, the most significant ranking indicators are: