here's a quick rundown of how the X algo works for fried attention spans:
1: the algo builds a profile of every viewer - their last 127 engagements, who they follow, what they've muted, so your post has to match the taste pattern of the people you want to reach, not just be "good"
2: your post enters the pool two ways - shown to your followers (in-network) OR picked by the AI for strangers whose taste matches yours
3: every post gets tagged with metadata, so video length, language, media type & brand safety all silently shape your reach before any human sees it
4: cheap filters get applied to your posts, for example a post being too old will be penalized, muted keywords as well, spammy patterns such as reusing common formats will penalize you too
5: after all that an AI filter predicts the odds a viewer will do 20 specific actions on your post - reply, quote, repost, DM-share, click, dwell, follow you, etc. - your job is to engineer the post to maximize those exact actions
6: each action has a weight - replies, quotes & DM-shares carry the heaviest positive weights
7: negative actions tank you hard - if viewers hit "not interested," mute, block, report, or scroll past fast, the score collapses, so the first line/image should stop the scroll
8: the algo penalizes your 2nd, 3rd, 4th post to the same viewer - so one banger beats five mid posts, quality > spam with this algo
9: video has a hidden rule - clips under the minimum duration threshold don't earn the "quality view" bonus, so looping micro-clips lose to actual watchable videos
10: to reach strangers, you need early engagement from your immediate network, the algo will match your post with people who have the same taste as them as long as that immediate network provides positive signals