
The better you understand the Instagram algorithm, the more effectively you can expand your reach. But the algorithm changes constantly and figuring out what truly works is often hard.
This article reveals everything about Instagram’s 2026 algorithm, including how to maximise visibility, connect with your audience and improve your Instagram strategy.
The Instagram algorithm is an AI system that determines which content appears on users' feeds. According to the Cambridge Dictionary, an algorithm is "a set of mathematical instructions or rules that, especially if given to a computer, will help to calculate an answer to a problem." On social media, this "problem" is deciding which content gets promoted, to whom and in what order.
While it’s commonly referred to as "the Instagram algorithm," Instagram doesn't use a single algorithm. Instead, it uses multiple algorithms, each tailored to a specific app feature. As Instagram explains, "We use a variety of algorithms, classifiers, and processes, each with its own purpose."
Each algorithm uses data, such as relevant keywords and hashtags, engagement history, the user's previous interests and location tags, to decide which content to show to users.
Here's what the algorithms focus on for each part of the app:
In simple terms, the algorithms have the same primary goal: to encourage users to spend as much time as possible on the application.
Thus, while ensuring its interface is as intuitive as possible, Instagram must offer each user the most interesting and even addictive content to grab and hold attention. The algorithm does this by storing data about users' activity to make educated guesses at which content will appeal to them and in what order.
The Instagram algorithm updates continuously, with major changes typically rolling out a few times a year and smaller refinements happening far more frequently. Adam Mosseri, Instagram's head, regularly shares updates on his own Instagram account as changes roll out.
The Instagram algorithm changes often to manage behaviour shifts. People react differently to content over time, and Instagram regularly updates its algorithm across all parts of the app to keep users engaged and help them discover relevant content.
Not all user interactions carry the same weight, but the number of interactions with a post signals its value to the algorithm. Instagram prioritises posts that generate comments, likes, saves and shares, with DM shares counting as strong signals that content resonated with viewers.
Recently, Instagram rolled out new engagement tools including "Hype Comments," which allow users to comment on a Story. These features give people more ways to respond and act as conversation starters that tell the algorithm how engaging a piece of content is. The Explore page algorithm focuses specifically on presenting highly engaging, trending content to new audiences.
Tip: Pay attention to your shares and saves data in Instagram Insights. These are now among the strongest signals for algorithmic distribution, weighted more heavily than likes.
Instagram has also updated its algorithm with new AI features, including:
Instagram's Your Algorithm allows the platform's topic preferences to be visible and editable. It lets users view the topics Instagram has associated with their interests, remove ones they no longer want, and add new ones they want to see more of. Originally launched as a test for Reels in October 2025, Instagram rolled out the feature to the Explore and Main feeds for all users in 2026.
The motivation is partly philosophical: Instagram head Adam Mosseri has acknowledged that while algorithmic recommendations are genuinely useful, they reduce users' ability to shape their own experience over time. Feeds learned passively from behaviour, but users had no direct way to say what they actually wanted.
For influencer marketing, the implications are significant. Recommended posts from accounts users don't follow already make up a growing share of the main feed, and this feature makes that interest-based discovery model more transparent. As users actively shape their topic preferences, content that clearly signals its niche will be better positioned, while generic or hard-to-categorise content risks being filtered out.
For brands and creators, this reinforces the value of working with influencers who have a well-defined content focus, as those creators are more likely to surface in the feeds of users who have opted into a relevant interest area. It also introduces a new variable in performance planning: reach and engagement may shift more frequently as audiences refine their preferences, making it harder to rely on historical benchmarks alone. Tools like Kolsquare that track engagement quality and audience alignment become increasingly important in identifying influencers whose followers are genuinely relevant to a brand's category.
Instagram has accelerated its crackdown on spam accounts and bots, which dilute feed quality and undermine community trust. Scammers can impersonate popular creators and use fake accounts to target followers via DMs, and Instagram recently shut down 150k suspicious accounts in South-East Asia. Tackling this is a continued focus, as platform safety is a strong signal of long-term user retention.
Meta has moved away from aggressively moderating misinformation and hate speech.
"We’re going to reduce over-enforcement, cut down on mistakes and phase political content back in with a more personalised approach. Instagram was founded on the idea of creativity and giving everyone a voice, and this focus on free speech will help us get back to those roots." - Adam Mosseri, Head of Instagram
Critics, including former US president Joe Biden, have pushed back, calling the removal of fact-checking "really shameful." The community guideline changes include the removal of rules prohibiting certain language around transgender and non-binary people, and the removal of warnings against some forms of discriminatory content.
Instagram now includes more algorithm-based recommendations alongside content from accounts a viewer follows. By adding suggested posts similar to content a user typically engages with, Instagram encourages discovery of new, relevant creators. This means follower count is no longer the primary driver of reach, strong content can now surface to new audiences regardless of account size.
Instagram promotes original content over reposts to keep feeds fresh and engaging. When Instagram detects repeated content or a watermark from another platform, it will only recommend the original post unless the content has been changed. Reposted content will also include a link back to the original creator.
As Mosseri said: "People expressing themselves is the heartbeat of Instagram. One of the things I've learned from speaking with creators is how important getting credit for their work is to them."
In 2022, Reels dominated Instagram's algorithm. However, Instagram has since worked to rebalance visibility across formats. Mosseri has acknowledged the overcorrection: "I think we were overfocused on video in 2022 and pushed ranking too far and basically showed too many videos and not enough photos."
Today, the algorithm evaluates viewer behaviour across formats, analysing how often someone likes or comments on photos versus videos, and distributes content accordingly. Carousels, photos and reels now compete on a more level playing field, with engagement quality and watch time mattering more than format. When assessing performance, it is worth reviewing the past few weeks of posts across formats to identify which content types are generating the strongest signals for your specific audience.
Trial Reels allow creators to show content to non-followers first, without publishing it directly to their main profile. If the Reel performs well with that cold audience, it can then be published broadly.
The algorithm considers five main factors when deciding whether a post should appear on a user's feed. Each informs the platform's predictions about which content will be most engaging. Understanding this is the foundation of any effective Instagram strategy.
As Instagram puts it, they assess "how likely you are to spend a few seconds on a post, comment on it, like it, reshare it, and tap on the profile photo."
The algorithm predicts how much a user will care about a post based on their past behaviour with similar content. It also looks at how others have interacted with the content, such as watch time, likes, comments, saves and shares all of which feed into this ranking system.
Saves are particularly valuable, signalling that someone found the content worth returning to. Educational posts, tutorials, infographics and relatable memes that people want to revisit or send to a close friend consistently perform well. DM shares are now one of the strongest signals of all, telling the algorithm that content is worth pushing to new audiences.
The performance data Instagram collects across all these interactions determines how widely a post is distributed, making content quality and genuine engagement far more important than posting volume.
Instagram prioritises content from accounts a user regularly interacts with through likes, comments, direct messages and search queries. It is not about close friends or family in a personal sense, it is about the frequency and depth of interactions with an account over time.
Instagram's algorithm prefers recent posts over older ones, ensuring users see up-to-date content. Posting consistently and at the right time matters. Use Instagram Insights to find your best times to post rather than relying on general benchmarks, as optimal posting windows vary by account and audience.
How often a user opens Instagram affects what they see. Users who check the app frequently will see a more chronological feed, while less frequent users will see content the algorithm considers most relevant to them. For creators, this means consistent posting is important, but video quality and content relevance will always outperform high-frequency, low-quality output.
The number of accounts a user follows affects how competitive the feed is. Following many accounts makes it harder for any single creator to be prioritised consistently.
Follower count also plays a role on the creator side. Larger accounts tend to accumulate engagement signals more quickly, but engagement rates often drop as audiences grow. The takeaway is that meaningful interactions with a focused community are more valuable than broad reach with a passive one.
Instagram ranks content on Stories, Reels and Explore using similar signals. These include information about the post, information about who posted it, your past activity, and your history with that specific account.
However, each signal is weighted differently depending on the channel. Stories favour accounts you already follow, while Reels and Explore favour cold discovery from accounts you don't.
Here’s how Instagram’s algorithm ranks content across Stories, Reels and the Explore Page:
Understanding how the algorithm decides which content to show is the first step to getting noticed. Here are the specific actions you can take to increase your visibility.
Skip rate is the percentage of viewers who leave in the first three seconds. It is one of the most important metrics the algorithm uses to assess content quality. A strong hook does not need to be dramatic, but it needs to give the viewer an immediate reason to keep watching.
Put the user at the centre of your strategy. Content that performs well tends to either make someone laugh, teach them something genuinely useful, say something that feels personally relevant, or present a perspective they have not seen before. Saves signal deep interest to the algorithm, while DM shares are now one of the strongest signals for reaching new audiences. Ask yourself: would someone send this to a close friend or save it to come back to later?
Following its tradition of boosting accounts that use new features, Instagram boosted Reels when they first launched. As a result, right after their introduction in 2020, Reels became highly popular on the app, encouraging Instagram to promote them heavily in 2022. But recently, Reels have been rebalanced with photo content in user feeds. However, they remain an excellent way to reach new audiences and win over brands.
Reels remain one of the best ways to reach new audiences, particularly for accounts looking to grow beyond their existing followers. Carousels are equally powerful because Instagram reshows unseen slides, creating multiple impression opportunities from a single post, and they generate consistently high save rates. Together, Reels and carousels cover the two key goals of any Instagram strategy: reaching new audiences and deepening engagement with existing ones. Test across both formats and let your performance data guide where to focus.
Trial Reels allow you to show content to non-followers before publishing it to your main profile. If a Trial Reel performs well with a cold audience delivering a strong watch time, low skip rate, good share rate that is a reliable signal that people enjoyed the content and it's worth publishing broadly. You can use this feature to experiment with new hooks, formats or topics without risking harming your engagement history over time.
Posting when your followers are active increases the likelihood of your content appearing at the top of their feed. Use Instagram Insights to find the best times to post rather than relying on general benchmarks. Tools like Loomly and Agorapulse can also help identify optimal posting windows based on your followers' habits.
Instagram does not show your posts to all of your followers. But you can use Stories to let your audience know when you have posted something new, and use interactive features like polls and question stickers to generate engagement signals that tell the algorithm your content is worth distributing more widely.
The algorithm evaluates content quality through the depth of user interaction. Comments, saves, shares and likes all contribute, but quality of engagement matters as well as quantity. Include questions in captions to drive comments and calls to action to encourage saves.
Using relevant keywords in captions, bios and alt text now works better than hashtag stuffing. This helps Instagram categorise your content accurately and surface it to the right people. Your engagement history with your audience also matters. Accounts that build consistent two-way interactions are ranked higher in feeds and pushed to the front of Stories trays.
Respecting community guidelines is crucial for maintaining a positive presence on the social media platform and avoiding being flagged as spam. These guidelines include prohibitions against hate speech, violence, nudity, and other inappropriate content. Adhering to these rules not only protects your account from being penalised or banned but also promotes a positive community atmosphere where users can engage safely.
Additionally, it's important to avoid behaviours that can be perceived as spam. This includes repetitive, irrelevant, or excessive posting, mass following or unfollowing, excessive liking, and repetitive comments. Such activities can trigger Instagram's spam detection mechanisms and result in your account being flagged or even temporarily suspended. By posting meaningful content and engaging authentically with your audience, you ensure that your account remains in good standing and continues to grow organically. Respecting these guidelines helps maintain the integrity of your account and fosters a healthier Instagram community.
Creators win brand deals by having engaged audiences, creating authentic content, and making themselves easily discoverable.
Here’s a quick guide to gaining more brand deals:
Instagram prioritises recent content, so consistent posting is important for maintaining visibility. However, quality always outperforms quantity. Posting too frequently with weak content can reduce engagement rates over time, while posting less often with stronger content tends to perform better.
Instagram has worked to rebalance visibility across content formats. A mix of Reels, carousels and photos gives your content the best chance of reaching both new and existing audiences.
Using relevant keywords in captions, bios and alt text now carries more algorithmic weight than hashtag volume. Instagram's search has evolved into a keyword-driven system, so natural keyword usage throughout your content helps the algorithm categorise it accurately and surface it to the right people. Where hashtags are used, keep them focused and relevant.
For paid partnerships and sponsored content, always include the appropriate disclosure label alongside any Collabs tag. Transparency is both a legal requirement and a trust signal that audiences increasingly respond to positively.
Batching content production, avoiding trend chasing and asking for fair rates (when possible) can help reduce burnout.
Many creators struggle to handle the public scrutiny, pressure to churn out content, and constant algorithm changes. 65% of creators say they are sometimes, often or always stressed by their job, citing managing content creation alongside full-time work and pressure as key stress drivers, according to Kolsquare’s Voices of the Creator Economy 2025 survey. This can result in burnout, which is a feeling of exhaustion and reduced motivation caused by prolonged stress.
The following actions help avoid burnout:
You can improve your reach by making your content more engaging for viewers. But if you want to secure more brand deals, you also need to prove your value.
Kreators turns your engagement, reach and past collaborations into a live media kit that highlights your best qualities and helps you benchmark your performance.
Yes. Follower count affects reach on Instagram to some degree. But, recently, the Instagram algorithm has changed to focus more on how many people engage with content after it’s posted. Now, even creators with smaller audiences can go viral.
You should post consistently at a rate that allows you to maintain quality. If that’s once a week, that schedule will be better than posting less-valuable content every day. That will keep your engagement rate higher, making brand collabs more likely.
Reels are the best way to reach new audiences on Instagram. But the platform is now rebalancing formats, featuring more carousels and photo posts on feeds.
There’s no set “best time to post” because your audience has unique preferences. Use Instagram Insights to discover when your audience is most active and located. Check your audience’s location and the times they are most active using Instagram’s analytics.