After reviewing the recommendation algorithm of Platform X, this is the type of content you need to post to generate high traffic.
Musk walks the talk, X (Twitter) platform just open-sourced the platform recommendation algorithm, as one of the world's largest content platforms, let's explore how X's recommendation algorithm works together.
Core Logic of X Recommendation Algorithm
X's recommendation system is mainly divided into three steps: Candidate Generation - Rating Sort - Filtering.
Core Rating Criteria
The algorithm will score each tweet, the higher the score, the higher the probability of appearing on the "For You" timeline. The main bonus and penalty items are as follows:
Bonus Items
· Engagement: Weighted heavily. If you can spark a discussion (user replies to you, you reply to the user), the algorithm will consider this very valuable. X's model will predict content that can generate likes, retweets, replies, shares, and other positive actions based on the similarity of users' historical interaction sequences.
· Dwell Time: If a user clicks on your tweet, views a long image, or stays there reading for two minutes, it indicates high-quality content.
· X Premium (Blue Checkmark/Gold Checkmark): Paying users have significant traffic weighting in the algorithm, with 2x - 4x exposure opportunities.
· Video/Image: Content with native media is easier to retain users than plain text, maintaining media diversity.
· Timeliness: Recently posted posts have an advantage because content beyond a certain age will be filtered out.
· Originality: Needless to say, non-repetitive content, maybe this is also why the Kaitos are being banned.
Penalty Items
· External Links: This is the biggest pitfall. The algorithm strongly dislikes directing users away from the X platform. Tweets with external links will be heavily discounted (unless you are a very influential account).
· Being Blocked/Blacklisted: If someone blocks or hides your tweet, this will deal a heavy blow to your Reputation Score.
· Swiped away as "Not Interested": Negative feedback weight is very high.
· Triggering Negative Signals: Need to be banned words, not positive, being reported, and so on.
Moreover, X also has a community-like concept called "SimClusters," which is the core of the X algorithm. X divides all users and tweets into 145,000+ communities. The algorithm determines which circle you belong to (e.g., Crypto Circle, AI Circle, K-pop Circle) based on who you follow and engage with. Only when your content is recognized as belonging to the "Crypto Circle" and is interacted with by core users of that circle will it break out of the circle and be recommended to more people interested in Crypto but not following you yet.
Version Answer
Let's analyze the most viewed post on X platform recently and see which recommendation points this article hit. On January 12, Dan Koe posted an article titled "How to fix your entire life in 1 day." The current view count is 160 million, a historically high-traffic piece on the Twitter platform.
Dan Koe's account itself has 770,000 followers and is a verified account, so it is not a cold start and has some natural advantages in algorithmic recommendations: posts from verified accounts are more likely to enter followers' "For You" feed, and initial views come from direct followers. Dan's previous posts have also had positive interactions, so the historical signals fed to the model are inevitably positive, indicating high interaction potential. Comparing to the bonus points mentioned above, one would find that it almost hit all the points.
· Topic + Timeliness: The topic is very inspirational. Saying you want to change your life on the Chinese New Year is definitely positive, without sensitive words. The content also includes self-improvement language. A post like this is needed to kick off the New Year.
· Retention Time: It's a long article. Although it lacks multimedia formats like images or videos, a long article can still differentiate itself from short tweets and increase retention time.
· High Interaction + Community Overflow: High interaction comes from initial followers. After achieving the effect within the community, extremely universal topics are very suitable for recommendation to non-follower users. Then, continue with high interaction to kickstart the flywheel.
How the Cryptocurrency Industry Rises on X
So, the worst way to write cryptocurrency content on X is in the form of "Bitcoin sees a big surge, check out this analysis: [Link]." It's all a minefield and won't be recommended.
In terms of format, it's best to have Threads for thread-like structure and include images, all of which are ways to increase user engagement. In terms of content, you can encourage user interactions and leverage X's community circles. For example, get a blue checkmark and comment under a core account in the circle. If you receive a reply, your account will be marked by the platform, enhancing your account's weight. Avoid behaviors like "mass following in a short time" and "tweets with a lot of tags," typical of bot behavior.
You may also like

Why DePIN Is the Next Big Revolution in 2026-2028
Key Takeaways DePINs have emerged as a vital solution to the infrastructural demands of AI, moving from theoretical…

Massive US Storm Forces Bitcoin Miners Offline – What Does That Mean for Bitcoin Holders?
Key Takeaways A severe Arctic storm in the U.S. has significantly impacted Bitcoin mining operations, resulting in substantial…

7 Best Crypto Lightning Network Wallets in 2026: Evaluated & Ranked
Key Takeaways Lightning Network wallets enable fast and cost-effective Bitcoin transactions by using off-chain channels. A variety of…

Solana Price Prediction: Institutions Just Chose SOL Over BTC, ETH, and XRP – Is This the Beginning of a Massive Flippening?
Key Takeaways Institutional investors are increasingly favoring Solana over traditional giants like Bitcoin (BTC), Ethereum (ETH), and XRP.…

Penguin Meme Coin Surged 18,000% After Viral White House Post
Key Takeaways: The Penguin meme coin, known by its ticker PENGUIN, experienced a massive surge in market capitalization…

XRP Price Prediction: XRP Ledger Blasts Past $2 Billion in Tokenized Assets – Why This Could Catapult XRP Parabolic
Key Takeaways XRP Ledger’s (XRPL) tokenized assets have surged past $2 billion, cementing its position in both traditional…

Dogecoin Price Forecast: Impending Developments Could Determine DOGE’s Future
Key Takeaways Dogecoin price momentum has stalled, placing it at a critical juncture between recovery and further losses.…

Shiba Inu Price Prediction: Over 250 Billion SHIB Withdrawn – Are We Hours Away From a Surprise Rally?
Key Takeaways Significant SHIB withdrawals signal potential bullish trends, with over 250 billion tokens moved from exchanges to…

Elon’s Grok AI Predicts the Price of XRP, Solana, and PEPE by the End of 2026
Key Takeaways Grok AI, a project rivaling ChatGPT, provides optimistic forecasts for the future prices of XRP, Solana,…

Pump.fun ($PUMP) Price Prediction 2026, 2027 – 2030
Pump.fun has launched its $PUMP token in a much-anticipated ICO, quickly reaching a $2 billion market cap. The…

Is SOL Prepared for a New All-Time High? Solana Captures Nearly Half of Blockchain Activity in Current Bull Run
Key Takeaways: Solana has become a dominant force in the blockchain space, handling nearly half of all blockchain…

XRP (XRP) Price Prediction 2026, 2027 – 2030
Key Takeaways XRP’s price is predicted to fluctuate between $2.05 and $2.32 in 2026, potentially reaching between $3.23…

XRP Price Prediction: How the October 18-25 SEC Deadlines Could Induce a Breakout
Key Takeaways: The approaching October 18-25 SEC deadlines for spot XRP ETF applications could significantly impact XRP’s market…

Best Crypto to Buy Now January 23 – XRP, Dogecoin, PEPE
Key Takeaways Regulatory Shifts: U.S. crypto regulation is becoming inevitable, affecting investment outlooks, especially for altcoins. XRP Developments:…

Ethereum Price Prediction: Ethereum Developers Prepare for Quantum Computers – Major Update on the Horizon?
Key Takeaways The Ethereum Foundation has initiated a post-quantum security team to counteract threats posed by future quantum…

XRP Price Prediction: Institutional On-Ramp Commences in October – Can XRP Rise as Wall Street’s Next Favorite?
Key Takeaways Institutional interest in XRP derivatives is on the rise, suggesting a promising future for the cryptocurrency.…

6 Leading Decentralized Prediction Markets Without KYC in 2026
Key Takeaways Decentralized prediction markets enable users to speculate on various real-world events without intermediaries, offering freedom from…

8 Most Expensive Cryptocurrencies by Price in 2026
Key Takeaways Bitcoin remains the most expensive cryptocurrency as of January 2026, valued at $88,877.30 per coin, highlighting…
Why DePIN Is the Next Big Revolution in 2026-2028
Key Takeaways DePINs have emerged as a vital solution to the infrastructural demands of AI, moving from theoretical…
Massive US Storm Forces Bitcoin Miners Offline – What Does That Mean for Bitcoin Holders?
Key Takeaways A severe Arctic storm in the U.S. has significantly impacted Bitcoin mining operations, resulting in substantial…
7 Best Crypto Lightning Network Wallets in 2026: Evaluated & Ranked
Key Takeaways Lightning Network wallets enable fast and cost-effective Bitcoin transactions by using off-chain channels. A variety of…
Solana Price Prediction: Institutions Just Chose SOL Over BTC, ETH, and XRP – Is This the Beginning of a Massive Flippening?
Key Takeaways Institutional investors are increasingly favoring Solana over traditional giants like Bitcoin (BTC), Ethereum (ETH), and XRP.…
Penguin Meme Coin Surged 18,000% After Viral White House Post
Key Takeaways: The Penguin meme coin, known by its ticker PENGUIN, experienced a massive surge in market capitalization…
XRP Price Prediction: XRP Ledger Blasts Past $2 Billion in Tokenized Assets – Why This Could Catapult XRP Parabolic
Key Takeaways XRP Ledger’s (XRPL) tokenized assets have surged past $2 billion, cementing its position in both traditional…