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Competitor Proof and Success Factors

How to use proof videos and success factors to validate and improve your content ideas

Every AI-generated idea includes links to proof videos—the competitor content that inspired the suggestion. Understanding these helps you create better content.

What Are Proof Videos?#

Proof videos are competitor outliers that demonstrate a topic works:

  • They outperformed their channel's median
  • They cover the topic your idea is based on
  • They serve as research material for your own video

Each idea may have 1-5 proof videos depending on how many competitors succeeded with the topic.

Using Proof Videos#

Watch Before Creating#

Before making your video, watch the proof videos to understand:

  • How they approached the topic
  • What made them engaging
  • What you could do differently or better

Don't Copy—Learn#

The goal isn't to remake their video. It's to:

  • Understand why it resonated
  • Find your unique angle
  • Improve on their execution

Compare Multiple Proofs#

When an idea has 3+ proof videos:

  • Look for common patterns across all of them
  • Note differences in approach
  • Identify what made each one work

Understanding Success Factors#

For each idea, AI analyzes why proof videos succeeded:

Title Pattern#

How the title creates interest:

PatternExampleWhy It Works
Curiosity gap"What Happened When I..."Viewers need to click to find out
Number list"7 Things You're Doing Wrong"Clear value, easy to digest
How-to"How to [Result] in [Time]"Promises specific outcome
Comparison"[A] vs [B]: Which Is Better?"Viewers want the answer
Contrarian"Why [Common Belief] Is Wrong"Challenges assumptions

Hook Style#

How the video opens:

StyleDescription
Bold claim"This changed everything"
Question"Have you ever wondered why...?"
Story"Last week, something happened..."
Proof"After testing 50 options..."
Controversy"Everyone's saying X, but..."

Understanding the hook helps you write your first 10 seconds.

Topic Appeal#

Why viewers care about this topic:

  • Pain point: Solves a problem they have
  • Curiosity: They want to know the answer
  • Aspiration: Shows them how to improve
  • Entertainment: Simply fun or interesting
  • FOMO: They don't want to miss out

Timing Factor#

Some videos succeed due to timing:

  • Trending: Related to current events
  • Seasonal: Relevant at certain times of year
  • News-related: Tied to recent announcements
  • Evergreen: Works anytime

Knowing this helps you decide when to publish.

Applying Success Factors#

To Your Title#

Look at the title pattern that worked. Apply it to your topic:

Proof video: "I Tried [Product] for 30 Days" Your version: "I Tried [Your Topic] for 30 Days"

To Your Hook#

Use a similar hook style but make it your own:

Proof hook: "Everyone said this wouldn't work..." Your hook: "My audience told me not to do this..."

To Your Content#

Match the format that succeeded:

  • If proofs are 10-minute tutorials, don't make a 2-minute overview
  • If proofs use specific examples, include your own examples
  • If proofs have strong visuals, invest in your presentation

Learning From Multiple Proofs#

When an idea has several proof videos:

  1. List common elements — What do all proofs share?
  2. Note unique strengths — What did each do well?
  3. Identify gaps — What did none of them cover?
  4. Plan your differentiation — How will yours stand out?

The patterns across multiple proofs are more reliable than any single video's approach.


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Competitor Proof and Success Factors | Outlier Docs | Outlier