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Your CAC Just Hit $247. Again.

Your audience has 47 tabs open. They're drowning in options, noise, and dopamine.

And if your “strategy” is posting random content and praying... you're already losing.

Here’s the truth:

Content isn’t optional. It’s your moat.

In a world where anyone can build a product in a weekend, distribution is what compounds.

And content is distribution.

But most founders treat it like roulette.

They post. They hope. They refresh.

Meanwhile, CAC climbs. Growth stalls. Competitors eat their lunch.

Let’s fix that.

This breakdown gives you the system:

  • How to pinpoint your audience and what triggers them

  • Which creators are already winning with your people

  • How to reverse-engineer content that performs

  • How to spot and fix the silent killers in your strategy

Next week: we turn the research into viral content — using atomic writing, visual design, and the rep system that drove 4.1M impressions.

The 8-Step Derisking System

Most content flops before the first word gets written.

Bad idea = bad outcome.

No matter how sharp your script. No matter how clean your visuals.

That’s why smart creators don’t just “make more.”

They derisk before they draft.

The Full Stack

This system works across every platform: → X, LinkedIn, TikTok, YouTube, newsletters

It pairs AI with human insight: → Tools do 80% of the work, you do 20% of the thinking

It builds repeatable momentum: → Data-backed content that compounds trust at scale

Your 8-Step Blueprint

Step

What You’re Doing

Outcome

1. IVA Lock-In

Define your Ideal Viewer Avatar

Nail audience-message fit before creating

2. Winner Sweep

Find creators winning with your audience

Shortcut research, reverse-engineer success

3. Outlier Audit

Identify high-performing posts

Build a swipe vault of proven concepts

4. Gap Scan

Break content into LEGO bricks, spot weaknesses

See where you can improve and differentiate

5. Idea Upgrade

Develop angle, sharpen hook, strengthen story

Turn good posts into killer ones

6. Atomic Draft

Write clear, compelling, impossible-to-misread content

Clarity = conversions

7. Visual Alignment

Match visuals to message

Make comprehension effortless

8. Relentless Reps

Publish, measure, iterate, repeat

Build momentum with 50-200 reps, not 5

Ready to lock in your Ideal Viewer Avatar?

Let’s start with Step 1.

Step 1: Define Your Ideal Viewer Avatar (IVA)

Here’s why 90% of content fails:

You’re talking to everyone. Which means you’re connecting with no one.

The mistake most founders make:

They skip straight to filming. Skip straight to tweeting.
Skip straight to designing.

Then wonder why nothing hits.

If you don’t know who you’re trying to reach… No algorithm will either.

What Goes in Your IVA

Demographics → Age, job titles, industry, revenue stage

Psychographics → Beliefs, fears, goals, operating mindset

Pain Points → What’s frustrating them? What are they escaping?

Buying Triggers → What makes them click, sign up, share?

Platform Habits → Where do they consume content?

The Specificity Test

Bad IVA: “Startup founders who like growth”

Good IVA: “Agency owners doing $500K–$5M/year, sick of rising ad costs, looking for AI workflows to grow faster with fewer hires”

Why specificity wins:

→ Your hooks feel like mind-reading
→ Algorithms push content to the right feeds
→ Conversion rates jump without adding friction
→ You stop chasing trends, start building trust

AI Shortcut

Drop this into Claude or Perplexity:

“Based on these 5 posts from [competitor handles], extract 10 buying triggers and pain points for founders scaling with content and AI. Categorize by mindset, frustration, aspiration, and behavior.”

Pro move: Feed results into Notion, automate weekly updates via n8n.

Matt’s Real Example

My Big Players IVA:

→ Who: 27–42 y/o founder or head of growth (early-stage SaaS or DTC brand, $1–20M ARR)
→ What: Building a moat with content + AI to drive inflection growth without VC burn
→ Mindset: High-agency, proof-focused operator—skeptical of fluff, craves systems over hacks
→ Pain: Content efforts not translating into pipeline or edge; worried about slow growth and being leap-frogged
→ Want: Playbooks, data, and mini-tools that lead to real wins, not vanity metrics
→ Attitude: Early adopter, open to AI, but demands transparency and receipts
→ Value: Tactics with screenshots, live dashboards, peer case studies—anything that shows, not tells
→ Channels: X, LinkedIn, email, podcasts

This persona informed every thread that hit millions of views.

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Step 2: Find Creators Already Winning with Your Audience

Building content in a vacuum = playing on hard mode.

Don’t reinvent the hook. Reverse-engineer it.

Your mission (if you choose to accept it): Find 10-20 creators already crushing it with your IVA.

Shout out to April and my social team, who have a super power around finding winning creators and killer content outliers.

What You’re Hunting For

Traction in your niche → Clear engagement patterns
Speaking to your IVA’s pain → Not just surface-level content
Clear, engaging structure → Hooks and formats you can study
Repeatable performance → Not just one-hit wonders

Pro tip: Target creators under 100K followers.

Why? Less brand halo = more pure idea performance.

The 15-Minute Research Sprint

Step 1: Create burner account (kills algorithm bias)

Step 2: Search your IVA’s pain points:
→ “AI workflows for agency growth”
→ “No-code automations for marketing”
→ “CAC going up startup solutions”

Step 3: Scroll and sort: → Like anything relevant → Skip anything off-base → Save anything that grabs you

Step 4: Mine the network: → Check “who they follow” → Browse suggested accounts → Read comment sections

You’ll find your next 10+ creators fast.

AI Research Accelerator

Prompt for Perplexity:

“Find 20 creators with high-performing posts about [your pain point], targeting [your job title]. Include platform, handle, and their best performing content type.”

Scale it with n8n:
→ Auto-scrape top posts from each handle
→ Export to Google Sheets or Notion
→ Tag by engagement, format, topic

This becomes your winners.md goldmine.

Matt’s Case Study: 4M+ Impressions from Modeling Dickie Bush

What I did:

I didn’t just “try to post more.” I went full analyst.

Step 1: Scraped every Dickie Bush thread using Apify
Step 2: Read every single one
Step 3: Broke them down by hook type, structure, CTA, format
Step 4: Built n8n flow that mirrors those patterns
Step 5: Created iOS shortcut for instant thread generation

The result:

→ Started posting consistently in January → Hit momentum by March → 4.1M impressions last month → All organic

The stack:
Apify → scrapes structured thread data
n8n → turns ideas into formatted threads
Postiz + MCP → handles scheduling instantly

If you found me on X, that viral thread was built with this exact system.

Step 3: Outlier Audit — Find the Posts That Actually Popped

Not all content is worth studying.

You’re not looking for what’s popular. You’re looking for what popped.

The difference: Outliers outperformed a creator’s baseline by 2-5X.

These are your goldmine posts.

What Makes an Outlier

🎯 Engagement 2-5X above normal → Clear performance spike
🎯 Comments like “This is exactly what I needed” → Strong audience resonance
🎯 Template-friendly structure → Listicle, teardown, timeline, tool stack
🎯 Small creator breakouts → Less brand equity = more pure idea strength

Pro insight: Breakout content from sub-100K creators reveals the clearest signals.

The LEGO Brick Breakdown

Every winning post has 4 core components:

Component

What It Does

💡 Idea

The overarching concept/angle

🎣 Hook

Stops the scroll in 3 seconds

📖 Story

Structure, sequence, pacing

🎨 Visuals

Screenshots, design, layout

Your job: Break winning content into these 4 buckets. See what worked. Then remix.

AI Deconstruction Prompt

Drop any high-performing post into Claude:

“Deconstruct this content into 4 parts: Idea, Hook, Story Structure, Visuals. Highlight which component most likely drove performance and identify 3 opportunity gaps where I could improve.”

Scale it:
→ Use n8n to auto-tag saved links from winners.md
→ Push each into Notion with labeled LEGO breakdowns
→ Rank by opportunity score (where you could upgrade)

The Opportunity Matrix

When reviewing outliers, rate each LEGO brick:

Rating

Hook

Idea

Story

Visuals

🔥 Strong

Stops scroll instantly

Highly relevant/timely

Clear flow, re-hooks

Supports comprehension

⚡ Good

Decent curiosity

Somewhat relevant

Okay pacing

Decent but not amazing

Weak

Confusing/generic

Too broad/irrelevant

Flat/no emotion

Distracting/unclear

Focus on posts with 1-2 weak bricks. That’s your upgrade opportunity.

Step 4: Gap Scan — Find the Weakest Link and Fix It

This is where leverage kicks in.

You’ve found content that crushed. But even outliers have weak spots.

That’s your opportunity.

The best remixers don’t copy. They upgrade.

The Diagnostic Framework

Use this for every post review:

LEGO Brick

Green Flags

Red Flags

💡 Idea

Relevant, timely, pain-specific

Too broad, feature-focused, no clear promise

🎣 Hook

Punches in <3 sec / 140 chars

Confusing, weak curiosity, low contrast

📖 Story

Flows well, re-hooks every few beats

Flat pacing, no proof, no emotion

🎨 Visuals

Help comprehension and retention

Over-designed, irrelevant, low clarity

The rule: Fix the weakest link first.

Don’t try to upgrade everything. One strong improvement can flip performance.

Common Gap Patterns

🔍 Most frequent weaknesses:

Weak hooks → Great idea, boring opener → Flat stories → Good hook, no emotional journey
Generic visuals → Solid content, forgettable design → Unclear ideas → Everything else is good, but what’s the point?

Example gap combinations: → Killer hook + weak story = high clicks, low completion → Great story + bad visuals = good engagement, poor sharing → Strong visuals + unclear idea = lots of views, no conversions

AI Gap Analyzer

Prompt for Claude:

“Here’s a high-performing post breakdown. Analyze the Idea, Hook, Story, and Visuals. Identify the single weakest component and suggest 3 high-impact improvements using modern copywriting principles.”

Pro workflow:
→ Feed outliers into gap analysis → Tag each with “Primary Strength” + “Primary Gap”
→ Build diagnosed idea vault in Notion → Sort by “easiest upgrade” to “biggest opportunity”

Result: A ranked list of upgrade-ready concepts.

The Upgrade Priority Matrix

When you find gaps, rank upgrade difficulty:

Impact

Effort

Priority

Example Fix

High

Low

🔥 Do First

Rewrite weak hook with contrast

High

High

⚡ Do Second

Complete visual redesign

Low

Low

💡 Do Later

Minor story tweaks

Low

High

Skip

Complete format change

Focus on high-impact, low-effort upgrades first.

You Now Have the Foundation

If you've followed along, you now have:

Crystal clear IVA → You know exactly who you're talking to
Winner swipe file → 10-20 creators already crushing it with your audience
Outlier goldmine → High-performing posts broken down by LEGO bricks
Gap opportunities → Diagnosed weak spots ready for upgrades

This is more research than 90% of creators ever do.

But here's the thing...

Research doesn't go viral. Execution does.

The Execution Problem

I've seen too many founders with killer ideas who couldn't execute them.

Great hook concept → terrible opening line. Solid story structure → impossible to follow. Perfect visuals → that actually distract from the message. Brilliant strategy → never posted consistently.

The difference between 2K views and 2.2M views isn't the idea. It's the execution.

Next Tuesday: The System That Hit 4.1M Impressions

I'm going to show you exactly how my team takes took those research insights and turned them into content engines that deliver.

We'll cover:

  • Step 5: How to upgrade ideas with the 3-angle framework

  • Step 6: Atomic writing that makes confusion impossible

  • Step 7: Visual design that amplifies (not distracts)

  • Step 8: The rep system that compounds momentum

Plus: The full AI workflow stack (Apify + n8n + Claude + Postiz) that automates 80% of the work.

Your Next Steps

Before next Tuesday:

  1. Complete your IVA using the framework from Step 1

  2. Find 5 creators using the Winner Sweep method

  3. Audit 3 outliers and rate their LEGO bricks

  4. Identify 1 gap you can upgrade this week

Reply and tell me: What's the biggest gap you found in your content research?

I read every reply and will feature the best insights in next week's email.

One More Thing

Know a founder drowning in $200+ CAC?

Forward this email to them.

Most people are still posting and praying while their growth plateaus.

This system turns content into a compounding moat.

See you next Tuesday for the execution playbook.

Matt

If this newsletter lit a fire under you, forward it to one person who would benefit.

🎁 Get rewarded for sharing! My team grew NEW accounts to over 50 million views in just a few months. We made an AI viral hook generator so you can follow the same hook frameworks that we do.

Invite your friends to join, and when they sign up, you’ll unlock our AI Viral Hook Generator—the ultimate tool for creating scroll-stopping content.

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