madi🎭 retweeted
This is the typa girls our black athletes should be marrying and leave them snow flakes
madi🎭 retweeted
I envy people who can actually motivate themselves with “self-rewards” bc that shit would never work on me 😭
madi🎭 retweeted
Una wey collect 2 bedroom flat 4.5m for January when you dey hot. In addy to you oh😂💔
Your boyfriend doesn’t text you all day, and you convince yourself that he’s probably busy.
Meanwhile, he has posted three WhatsApp statuses, liked pictures on Instagram, replied to tweets and somehow found time to be online.
But you still tell yourself he’s busy. 😭
it’s not that he don’t have time. you’re just not a priority to him.
madi🎭 retweeted
First time I tried to see the sweetness in doin it raw and this happened 😭💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔💔
Baby brands are sleeping on baby Eliana
She has beauty, numbers, influence and baby aura.😍
madi🎭 retweeted
At some point, you have to understand that your life cannot remain on pause because somebody disappointed you, an opportunity rejected you or a plan failed. Feel the pain, learn the lesson, adjust your strategy and keep moving. Time will not wait for you to feel ready again. Your future is still calling.
madi🎭 retweeted
Tóm tắt nhanh cập nhật thuật toán của X
1. Thay đổi trọng tâm
Like & Thời gian đọc là số 1: Điểm lượt thích đạt đỉnh mới 0.708, tăng giá trị thêm 25%.
Tap & Mở video giảm giá trị: Việc chỉ bấm vào bài viết hay mở video rồi bỏ đi gần như không còn điểm nếu không xem tiếp.
Phạt nặng nội dung không phù hợp: Tín hiệu "Not interested" bị trừ tới -53.07 điểm.
2. Quy tắc mới về Reply & AI
Siết chặt bình luận dưới tài khoản lớn (>250k followers):
Dùng AI viết reply hoặc copy-paste sẽ bị dính cờ "llm slop" (AI rác).
Mất thông báo: Bài reply bị gắn cờ sẽ không xuất hiện trong thông báo của đối phương (trừ khi họ đã theo dõi bạn).
3. Chiến lược cho tài khoản nhỏ
Tận dụng 2 giờ đầu tiên: 2 giờ đầu và 200 lượt xem đầu là "khung giờ vàng" quyết định bài viết có được thuật toán đẩy tiếp hay không.
🖤🖤🖤Tương tác có giá trị cao:
👍Copy link bài viết: +20 điểm
👍Tương tác qua lại giữa 2 tài khoản follow nhau: +20 điểm
👍Trích dẫn, DM share, Reply: +5 điểm
Chăm chút Profile & Bài ghim (Pinned post): X hiện đo lường cả thời gian người dùng ở lại trang cá nhân của bạn.
🖤🖤🖤Những điều tuyệt đối tránh:
Đăng nhiều bài liên tiếp (bài thứ 2 cùng lúc bị giảm 62% hiệu suất).
Chèn hashtag, câu like bẩn, hoặc dùng AI reply tự động.
Đăng bài lúc 3 giờ sáng (lãng phí cửa sổ 2 giờ đầu).
X AI ALGORITHM UPDATE 🚨
X updated their open source algorithm yesterday and the early likes matter even more now. Small accounts should focus on: writing posts people hit like on and read till the end (so write to be read)
tl;dr:
- X's open source code got new scores on Nov 5, the first change in 3 weeks
- likes: 0.66 → 0.708 (highest yet)
- time spent on a post: 0.006 → 0.0075
- tapping into a post: 0.3 → 0.274
- opening a video: 0.02 → 0
- new rule: AI replies may get flagged under big accounts as "llm slop" and may not reach the person's notifications
lesson learned: a tap isn't the win anymore. Someone staying and liking is.
full details:
- The new numbers
Up: likes 0.66 → 0.708, time spent on a post 0.006 → 0.0075, shares 2 → 2.118.
Down: tapping into a post 0.3 → 0.274, staying 10+ seconds after a tap 0.4 → 0.385, opening a video 0.02 → 0.
"Not interested" got a bit harsher, -52.27 → -53.07.
Copy link, replies, quotes, DM shares and follows didn't move.
X didn't explain any of this. It's just what the code says now.
(I check the open source algo daily with Claude and share updates with you)
- Look at where this has gone in a month
In early October a like was worth 0.5. Now it's 0.708.
Time spent was 0.004. Now it's 0.0075, nearly double.
A tap was 0.3 and it's going down.
Every change points the same way. X keeps paying more for people who stay.
- Why that matters if you're small
My read: you can't win on big numbers, but you can win on the people who do see your post. If they stay and like it, that counts for more today than it did last week. And those early likes also decide which new post gets the extra push.
- Video and your profile
X also switched on two new guesses in its ranking: how long someone keeps watching after they open a video, and how long they spend on a profile after tapping it.
I can't tell you what those are worth. The only file that lists them is out of date, so I won't guess a number.
My read: opening a video dropped to 0 the same day because X cares more about people who keep watching. So make the first seconds count, and make your profile worth sticking around on.
- A new rule for replies under big accounts
X runs an AI check on replies under accounts with over 250K followers. Flagged replies can get a label that lasts 14 to 30 days. One of the flags is literally called "llm slop" (AI slop, as I read it).
That part isn't new. This is: X's rules now say a labeled reply or mention doesn't reach the person's notifications unless they follow you.
Grey badge accounts and accounts X rates as highly credible skip this label. Small accounts get no such pass.
I can see the rule, I can't see if every notification goes through it yet. Either way, write your own replies.
- What didn't change
Your new posts still get their extra push in the first 2 hours and first 200 views, and they still don't get cut first.
Here's a recap of what you should be doing:
- likes just hit 0.708, the most they've ever been worth
- each second someone spends on your post is worth 25% more than last week
- staying 10+ seconds after a tap earns 0.385 on top of the tap
- reply in your own words, under big accounts especially
- make your profile worth a visit, X now guesses how long people spend there
- for video, hold attention early, just getting the open now scores 0
- being read to the end also helps X find you new readers
- originals from accounts below 50K can jump to around spot 16
- early viewers liking it is what wins that lift
- your first 2 hours and 200 views are the window, so publish when your people are online
- the biggest single number is still 20, for someone copying your link
- quotes, DM shares and replies earn 5 apiece
- back and forth between mutuals is worth 20, so follow back your regulars
- strangers only get shown your originals
- the 1st like and the 32nd like each open another route to new people
- a second post of yours in the same feed drops to 62%, so make one count
- the video lists want clips over 10 seconds
- +4 when a post is likely to earn you a new follower
- your pinned post can affect the whole account, so take a look at it
What you should NOT be doing:
- pasting AI replies under big accounts, "llm slop" is a real flag at X
- copy-paste replies, a duplicate label means they never get notified
- chasing the tap, it's down to 0.274 and falling
- off-topic posts, one likely "not interested" costs -53.07
- a video that only gets opened earns nothing for the open
- publishing at 3am burns your 2 hour window
- relying on replies and reposts to reach new people, they stay with your followers
- getting an insult label, non-followers won't see that post at all
- low quality and misinfo labels bring a warning, and non-followers can't like or share
- adult media in 3 of your last 5 posts gets the whole account labeled
- X rechecks videos for hidden content at 64 and 512 likes
- piling your replies under a big account's post can sink your own score
- one label on the account and non-followers stop seeing you
- a link to a badly rated site in your pinned post risks a 7 day label
- reusing your own wording word for word risks the copypasta flag
- pairing a low quality link with tags of strangers looks like spam to X
- engagement bait gets labeled no matter how big you are
- posting several in a row, they fight each other for the same feed
- hashtag stuffing does nothing
- counting on bookmarks, they're worth 0
- expecting For You to show a post past 48 hours






























