where to find the algo? https://
github.com/twitter/the-al
gorithm
… p.s. use the analytics dashboard
@theahmadosman
-
Twitter Algorithm Repository and Analytics Dashboard Access
By
–
-
X Algorithm: Engagement, Reputation, and Content Strategy
By
–
tl;dr > if your tweets spark real engagement, earn trust, and get people talking-not just liking-you'll ride the algorithmic wave > X has baked in reputation, content understanding, safety filters, and real-time feedback to decide what blows up tweet accordingly
-
Maximize Reach: Content Strategy for Social Media Success
By
–
> don’t get muted or blocked
> avoid offensive language, it tanks reach
> reputation score is everything, protect it
> post stuff that takes >2s to read
> quality > spam, esp. for media (10s watch time rule)
> engagement matters: quotes + bookmarks hit hardest
> blue check helps -
X’s Diversity Filters: Algorithm Design for Feed Variety
By
–
X's diversity filters why doesn’t your feed get spammed by 1 person or topic? diversity filters > they cap how many tweets from the an author or subject can show up > features like "author diversity" and "slop score" keep things fresh > variety=more scrolltime=more ads=more X
-
Social Media Algorithm Reputation Scoring and Monetization Impact
By
–
paying for the blue check sets your reputation score to 100 > new accounts start at -128, so you're basically toast without it then the algorithm hits you with > following-to-follower ratio adjustment > and also factors in things like your device and how old your account is
-
Social Media Algorithm Reach Through Relationship Mapping
By
–
and it's not just you, it's who interacts with you > the algorithm uses `realgraph` to model relationships > if accounts that follow and engage with you also engage with someone else, that person’s tweets may be shown to your followers it's contagious reach
-
X Algorithm Downranks Content With Multiple Negative User Signals
By
–
if a tweet is getting > mutes
> blocks
> reports
> not interested clicks
> see fewer posts like this clicks the algorithm actively downranks it – these are negative signals, and they stick (potentially DEBOOSTED FOR 3 MONTHS) X's algo: too many negative signals = invisibility -
X Algorithm Shadowban: Platform Engagement and Moderation Impact
By
–
> stops follow-for-follow spam & fake engagement > following people is now less rewarding for everyone > limits bots & users who follow tons of people just to get attention now, let's talk about how the X algo shadowbans you
-
Twitter’s Three-Stage Ranking System Uses Neural Networks
By
–
the ranking system works in three stages > sourcing tweets, from people you follow and others you don't > scoring them using massive neural networks > mixing everything into a scrollable feed each of those steps affects how, if at all, your tweets travel
-
X’s Tweet Ranking: Light and Heavy Ranker Algorithms Explained
By
–
to show up on someone's For You page, your tweet has to go through 1. light ranker: a fast pre-filter algorithm, a `maybe` or `no` decision maker 2. heavy ranker: a deeper neural network that scores tweets using thousands of features to predict engagement likelihood