Twitter/X Algorithm Playbook

🧮 The Algorithm: What Actually Matters

From Twitter's open-sourced code, here are the real multipliers:

Action	Weight	What It Means
Reply	27x	HUGE — replies are king
Retweet	1x	Baseline amplification
Like	0.5x	Lowest engagement signal
Bookmark	High (secret)	Quality signal (they hide this)
Profile click	High	Shows genuine interest
Time on tweet	High	Dwell time = quality
Blue checkmark	~4x	Verified accounts get boosted

🚫 Penalty Factors (AVOID)

Action	Penalty
External links in tweet	-50% reach (or worse)
Mute/block	-74x
Report	Massive penalty
"Not interested"	-74x
Unfollow after seeing	Negative signal

🎯 The Core Strategy

1️⃣ The 15-Minute Rule

The algorithm weighs engagement in the first 15-30 minutes HEAVILY.

Tactics: • Tweet when YOUR audience is online (not generic "best times")
• Have 3-5 accounts ready to engage immediately
• Reply to your own tweet with additional context
• Pin best-performing tweets

2️⃣ The Link Trick

NEVER put links in the main tweet. The algorithm crushes external links.

Main tweet: "I just wrote about why AI agents will replace SaaS.

Here's what 99% of founders are missing:"

[Thread or value content]

Reply to yourself: "Full article: [link]"

3️⃣ Reply Game > Posting Game

Replies get 27x weight vs likes at 0.5x.

Strategy: • Reply to 10-20 big accounts in your niche daily
• Add genuine value (not "great post!")
• If they reply back → your tweet gets boosted to THEIR audience
• Quote tweets > retweets (you get the engagement)

4️⃣ Thread Architecture

Threads get algorithmic preference because of dwell time.

Tweet 1: Hook (curiosity gap, bold claim, or question)
Tweet 2-5: Deliver value (each tweet should standalone)
Tweet 6: Call to action (follow, bookmark, reply)
Final reply: Link if you have one

📅 Daily Posting Schedule

Minimum Viable Twitter (30 min/day)

Morning

1 original tweet + 5 quality replies to big accounts

Afternoon

1 engagement session (reply to replies on your tweets)

Evening

1 original tweet or thread + 5 more replies

Growth Mode (1 hr/day)

8 AM

Thread or value post

10 AM

Reply to 10 accounts

12 PM

Engagement check + replies

3 PM

Quote tweet something relevant

6 PM

Spicy take or observation

8 PM

Reply session (10 accounts)

🎣 Hook Formulas That Work

🔥 The Contrarian

Unpopular opinion: [thing everyone does] is actually [opposite result] Here's why:

🧵 The Curiosity Gap

I spent [time] researching [topic]. What I found changed everything I thought I knew. Thread 🧵

📋 The List

10 [things] that [benefit]: (#7 is the one nobody talks about)

📖 The Story

In [year], I [failed at something]. Here's what I learned:

⚡ The Bold Claim

[Specific prediction] will happen by [date]. Here's the evidence:

🎓 The Tutorial

How to [achieve result] in [time]: Step 1: [Action] Step 2: [Action] Step 3: [Action] That's it. No [complicated thing] required.

🔥 Content Pillars

Based on your work, here are your 4 pillars:

40%

AI Agents & Automation

Colony updates, AI insights, "What I automated this week"

30%

Indie Hacking / Building

AIBridges, building in public

20%

Technical Deep Dives

Problems solved, architecture, code snippets

10%

Spicy Takes

Industry observations, contrarian views, predictions

🎯 Accounts to Reply To

Turn on notifications, be in the first 5 replies, add genuine insight.

@sama

Reply Strategy: 1. Be one of the FIRST 5 replies
2. Add genuine insight (not "great post")
3. Ask a thoughtful question
4. If they reply → you win

⚡ Quick Reference: The Rules

No links in main tweet — Put in reply

First 15 min matter most — Have engagement ready

Replies > Likes — Comment on big accounts

Threads = Dwell time — Algorithm loves them

Images boost engagement — Screenshots, charts

Quote tweet > Retweet — You get the engagement

Be consistent — Daily presence beats sporadic viral

Reply to your replies — Conversation = algorithm juice

📈 Weekly Goals

Week 1-2: Foundation

2 tweets/day minimum
20 quality replies/day
1 thread per week
Follow 50 accounts in your niche

Week 3-4: Momentum

3 tweets/day
30 quality replies/day
2 threads per week
Start noting what works

Month 2+: Scale What Works

Double down on top-performing formats
Build reply relationships
Create "greatest hits" variations
Cross-post wins to other platforms

🔧 Recommended Tools

Typefully	Schedule tweets, threads, analytics
TweetHunter	Find viral tweets to study
Hypefury	Auto-engagement, scheduling
Black Magic	Analytics deep dive