I reverse-engineered X's open-source algorithm into a Chrome extension that predicts your reach before you post

I kept writing tweets, posting them, and getting 200 views. Same effort, wildly different outcomes. So I went to twitter/the-algorithm on GitHub to find out why. Turns out X published exactly how t...

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I reverse-engineered X's open-source algorithm into a Chrome extension that predicts your reach before you post

Source: DEV Community

I kept writing tweets, posting them, and getting 200 views. Same effort, wildly different outcomes. So I went to twitter/the-algorithm on GitHub to find out why. Turns out X published exactly how they rank content. Replies are worth 27x a like. Your own reply to your own tweet? 150x. Bookmarks? 20x. External links? -50% reach. It's all in the source code. I extracted 36 scoring rules from the algorithm and built a Chrome extension that grades your tweets in real time as you type. What it does You open X.com. Start typing a tweet. A small overlay appears: Score: 72/100 (updating live as you type) Predicted reach: ~14,200 people Remove the link β†’ 21,600 Add an image β†’ 19,600 Both β†’ 34,400 That's it. Know your reach before you post. The 36 rules Every tweet is scored across 5 categories: Category Rules What it checks Hook 12 Opening strength, open loops, contrarian claims, story openers, pattern interrupts Structure 5 Length, hashtag/emoji spam, thread length, line breaks Engagement 2 CTA

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