How does the X algorithm work?

The X algorithm uses machine learning to predict which tweets a user is most likely to engage with. It considers factors like the tweet author's relationship with the viewer, engagement velocity, content type, recency, and the viewer's past behavior patterns.

How do I beat the X algorithm?

Focus on creating content that sparks genuine conversations. The algorithm heavily weights replies and reply depth. Post consistently, use hooks that encourage interaction, and engage with replies within the first hour. Echo automates this optimization for you.

Does the X algorithm favor certain content types?

Yes. Tweets with images, threads, and polls tend to get higher algorithmic boost. Long-form text tweets that generate dwell time also perform well. External links generally receive less algorithmic distribution.

X Algorithm

The X algorithm (formerly Twitter algorithm) is a machine learning recommendation system that curates each user's For You timeline. Unlike the Following tab which shows tweets chronologically, the For You feed ranks content based on predicted engagement — prioritizing tweets most likely to generate…