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๐Ÿ”“ Built from Twitter's Open Source Algorithm

Master the Algorithm
in 90 Days

The complete operating system to grow your X (Twitter) and YouTube from zero. Every strategy reverse-engineered from Twitter's actual code.

Get Full Access โ†’ Take the Quiz ๐ŸŽฎ
145K+
Interest Clusters Mapped
48
Algorithm Signals
90
Day Sprint Plan
32
In-Depth Guides

What Twitter's Code Actually Says ๐Ÿง 

We read the source code. Here's what most "growth experts" miss.

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The 30-Minute Window

Early engagement velocity in the first 30 minutes determines if you get 100 views or 100K.

Critical Signal
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Bookmark = 40x Like

One bookmark is worth 40 likes in the algorithm's scoring. Most creators ignore this.

40x Multiplier
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140-Day Penalty

One "See Fewer" click haunts you for 140 days with scores reduced to 20%.

140 Days
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25% Out-of-Network Penalty

Tweets shown to non-followers get a 0.75x score. Building followers removes this.

-25% Reach
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Dwell Time Thresholds

2s = click, 5s = good, 10s = great, 30s = excellent. Write content that holds attention.

2-30 Seconds
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Author Reply Bonus

ReplyEngagedByAuthorParam - the algorithm specifically rewards you for replying to your own comments.

Direct Boost

Everything You Get ๐Ÿ“ฆ

A complete operating system, not just tips and tricks.

๐Ÿง 

Algorithm Mastery

  • How X timeline ranking actually works
  • 48 ranking signals decoded
  • Signals that hurt your reach
  • Mental models for algorithm thinking
๐Ÿ”

Account Strategy

  • Brand vs founder account setup
  • Trust & safety guidelines
  • Multi-account strategy
  • Cross-amplification rules
โœ๏ธ

Content Engine

  • 10+ tweet frameworks
  • Thread blueprints
  • Reply templates that convert
  • Launch content playbooks
๐Ÿ“…

90-Day Execution

  • Day-by-day action plans
  • Weekly task breakdowns
  • Daily checklists
  • Milestone tracking
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YouTube Growth

  • Channel positioning guide
  • First 15 video scripts
  • Hook & title formulas
  • Shorts strategy
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Rules & Safety

  • Do's and don'ts checklist
  • Anti-patterns to avoid
  • Safety thresholds
  • Recovery playbook

What's Your Algorithm Score? ๐ŸŽฎ

5 questions to see how well you understand the algorithm.

When do you typically post? โฐ

Timing affects how the algorithm treats your tweet

What's your reply game like? ๐Ÿ’ฌ

The algorithm tracks how you engage

How do you use media? ๐Ÿ“ธ

Media type affects reach distribution

Do you know the 30-minute window? โšก

This is one of the most critical signals

What's a bookmark worth? ๐Ÿ”–

Hint: It's not what most people think

0
/ 20

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Your 90-Day Journey ๐Ÿ—บ๏ธ

A clear path from zero to authority in your niche.

1

Days 1-30: Foundation

Build account trust, establish your SimCluster identity, and create your content rhythm. Focus on quality over quantity.

๐ŸŽฏ Goal: 10 Engaged Followers
2

Days 31-60: Growth

Launch your product content, increase posting velocity, and deepen relationships with key accounts in your niche.

๐ŸŽฏ Goal: 100 Paying Users
3

Days 61-90: Scale

Authority content, YouTube launch, and multi-channel presence. Build the flywheel for sustained growth.

๐ŸŽฏ Goal: 1,000 Users + YouTube Monetization

What Creators Are Saying ๐Ÿ’ฌ

Real results from real users of the system.

โญโญโญโญโญ

"The 30-minute window strategy alone tripled my engagement. I was completely ignoring this signal before."

๐Ÿ‘จโ€๐Ÿ’ป
Marcus Chen
@marcuscodes
โญโญโญโญโญ

"Finally a system based on actual data, not vibes. Went from 200 to 2,000 followers in 8 weeks."

๐Ÿ‘ฉโ€๐ŸŽจ
Sarah Mitchell
@sarahcreates
โญโญโญโญโญ

"The content frameworks save me hours. I just plug in my topic and the format does the heavy lifting."

๐Ÿง‘โ€๐Ÿš€
Alex Rivera
@alexbuilds

Pick Your Plan ๐ŸŽฎ

One-time purchase. Lifetime access. Updates forever.

Starter

Algorithm basics

$29

one-time

  • 48 algorithm signals decoded
  • Do's & Don'ts guide
  • Safety thresholds reference
  • Lifetime updates

Team

For agencies & teams

$199

one-time

  • Everything in Pro
  • 5 team seats
  • White-label templates
  • Client onboarding guides
  • Priority support

Frequently Asked Questions ๐Ÿค”

Everything you need to know before getting started.

This isn't a course based on anecdotes or "what worked for me." Every strategy is reverse-engineered directly from Twitter's open-source algorithm code. We analyzed home-mixer, cr-mixer, visibility filters, and ranking signals to understand exactly how the platform decides what to show.
Yes! The algorithm works the same way for every niche. The 30-minute window, bookmark multiplier, and dwell time signals apply whether you're in tech, fitness, or knitting. The content frameworks are easily adaptable to any topic.
Most users see engagement improvements within the first 2 weeks as they optimize for the key signals. Significant follower growth typically happens in weeks 4-8. The full 90-day system is designed to take you from zero to authority.
No! This system is specifically designed for accounts starting from zero. We include strategies for new accounts dealing with "NotGraduated" status and how to build initial trust signals.
Yes! We offer a 30-day money-back guarantee. If you follow the system and don't see improvement, just reach out and we'll refund you in full. No questions asked.

Ready to Crack the Algorithm?

Stop guessing. Start engineering content the algorithm loves.

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