Skip to content
cccskills
FreePublished on GitHub

competitive-ads-extractor

Collect competitors’ ads from libraries such as Facebook Ad Library and LinkedIn, save screenshots, and compare messages, audiences, and visual patterns. Use the findings to develop original campaign ideas and advertising copy.

OriginalShow the original description

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

See how to install

Good for

  • Comparing competitors’ advertising strategies
  • Finding ideas for ad copy and visuals
  • Tracking changes in advertising messages
  • Exploring ways to differentiate a campaign

Files included (1)

  • SKILL.md7.7 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Competitive Ads Extractor

This skill extracts your competitors' ads from ad libraries and analyzes what's working—the problems they're highlighting, use cases they're targeting, and copy/creative that's resonating.

When to Use This Skill

  • Researching competitor ad strategies
  • Finding inspiration for your own ads
  • Understanding market positioning
  • Identifying successful ad patterns
  • Analyzing messaging that works
  • Discovering new use cases or pain points
  • Planning ad campaigns with proven concepts

What This Skill Does

  1. Extracts Ads: Scrapes ads from Facebook Ad Library, LinkedIn, etc.
  2. Captures Screenshots: Saves visual copies of all ads
  3. Analyzes Messaging: Identifies problems, use cases, and value props
  4. Categorizes Ads: Groups by theme, audience, or format
  5. Identifies Patterns: Finds common successful approaches
  6. Provides Insights: Explains why certain ads likely perform well

How to Use

Basic Extraction

Extract all current ads from [Competitor Name] on Facebook Ad Library
Scrape ads from [Company] and analyze their messaging

Specific Analysis

Get all ads from [Competitor] focusing on their messaging 
about [specific problem]. What pain points are they highlighting?

Competitive Set

Extract ads from these 5 competitors: [list]. 
Compare their approaches and tell me what's working.

Specific Platform

Get LinkedIn ads from [Competitor] and analyze their 
B2B positioning strategy

Example

User: "Extract ads from Notion on Facebook Ad Library and tell me what messaging is working for them."

Process:

Accessing Facebook Ad Library...
Searching for: Notion
Found: 23 active ads

Extracting screenshots...
[████████████████████] 100%

Saved to: competitor-ads/notion/
- ad-001-collaboration.png
- ad-002-productivity.png
- ad-003-templates.png
...

Analyzing messaging...

Output:

# Notion Ad Analysis

## Overview
- Total Ads: 23 active
- Primary Themes: Productivity (35%), Collaboration (30%), 
  Templates (20%), AI Features (15%)
- Ad Formats: Static images (60%), Video (40%)
- CTA Patterns: "Try for free", "Get started"

## Key Problems They're Highlighting

1. **Scattered Information** (8 ads)
   Copy: "Stop switching between 10 different tools"
   Why it works: Direct pain point many teams face

2. **Meeting Overload** (5 ads)
   Copy: "Replace unnecessary meetings with async updates"
   Why it works: Post-COVID remote work pain point

3. **Lost Documentation** (4 ads)
   Copy: "Never ask 'where is that doc?' again"
   Why it works: Universal workplace frustration

## Successful Creative Patterns

### Pattern 1: Before/After Split
- Shows chaotic tool landscape → Clean Notion workspace
- Used in 6 high-performing ads
- Visual metaphor is immediately clear

### Pattern 2: Feature Showcase
- GIF of actual product usage
- Shows specific feature in 5 seconds
- Used for new features (AI, templates)

### Pattern 3: Social Proof
- "Join 20M users" messaging
- Customer logos
- Used in 4 ads targeting enterprise

## Copy That's Working

Best Headlines:
1. "Your team's knowledge, finally in one place"
   → Benefit-focused, addresses pain directly
   
2. "The all-in-one workspace"
   → Clear positioning, broad appeal
   
3. "AI that actually helps you work"
   → Addresses AI skepticism, practical angle

Best Body Copy Patterns:
- Short sentences (under 10 words)
- Focus on outcomes not features
- Include specific numbers ("Cut meetings by 50%")

## Audience Targeting Insights

Based on ad variations:
- Startup founders: Solo productivity angle
- Team leads: Collaboration and alignment
- Enterprise: Security and compliance mentions
- Students: Free plan, templates, organization

## Recommendations for Your Ads

1. **Test the "tool sprawl" pain point**
   → Strong resonance based on their ad frequency

2. **Use product screenshots over abstract visuals**
   → All their top ads show actual UI

3. **Lead with the problem, not the solution**
   → "Tired of X?" performs better than "Introducing Y"

4. **Keep copy under 100 characters**
   → Their shortest ads seem most frequent

5. **Test before/after visual formats**
   → Proven pattern in their creative

## Files Saved
- All ads: ~/competitor-ads/notion/
- Analysis: ~/competitor-ads/notion/analysis.md
- Best performers: ~/competitor-ads/notion/top-10/

Inspired by: Sumant Subrahmanya's use case from Lenny's Newsletter

What You Can Learn

Messaging Analysis

  • What problems they emphasize
  • How they position against competition
  • Value propositions that resonate
  • Target audience segments

Creative Patterns

  • Visual styles that work
  • Video vs. static image performance
  • Color schemes and branding
  • Layout patterns

Copy Formulas

  • Headline structures
  • Call-to-action patterns
  • Length and tone
  • Emotional triggers

Campaign Strategy

  • Seasonal campaigns
  • Product launch approaches
  • Feature announcement tactics
  • Retargeting patterns

Best Practices

Legal & Ethical

✓ Only use for research and inspiration ✓ Don't copy ads directly ✓ Respect intellectual property ✓ Use insights to inform original creative ✗ Don't plagiarize copy or steal designs

Analysis Tips

  1. Look for patterns: What themes repeat?
  2. Track over time: Save ads monthly to see evolution
  3. Test hypotheses: Adapt successful patterns for your brand
  4. Segment by audience: Different messages for different targets
  5. Compare platforms: LinkedIn vs Facebook messaging differs

Advanced Features

Trend Tracking

Compare [Competitor]'s ads from Q1 vs Q2. 
What messaging has changed?

Multi-Competitor Analysis

Extract ads from [Company A], [Company B], [Company C]. 
What are the common patterns? Where do they differ?

Industry Benchmarks

Show me ad patterns across the top 10 project management 
tools. What problems do they all focus on?

Format Analysis

Analyze video ads vs static image ads from [Competitor]. 
Which gets more engagement? (if data available)

Common Workflows

Ad Campaign Planning

  1. Extract competitor ads
  2. Identify successful patterns
  3. Note gaps in their messaging
  4. Brainstorm unique angles
  5. Draft test ad variations

Positioning Research

  1. Get ads from 5 competitors
  2. Map their positioning
  3. Find underserved angles
  4. Develop differentiated messaging
  5. Test against their approaches

Creative Inspiration

  1. Extract ads by theme
  2. Analyze visual patterns
  3. Note color and layout trends
  4. Adapt successful patterns
  5. Create original variations

Tips for Success

  1. Regular Monitoring: Check monthly for changes
  2. Broad Research: Look at adjacent competitors too
  3. Save Everything: Build a reference library
  4. Test Insights: Run your own experiments
  5. Track Performance: A/B test inspired concepts
  6. Stay Original: Use for inspiration, not copying
  7. Multiple Platforms: Compare Facebook, LinkedIn, TikTok, etc.

Output Formats

  • Screenshots: All ads saved as images
  • Analysis Report: Markdown summary of insights
  • Spreadsheet: CSV with ad copy, CTAs, themes
  • Presentation: Visual deck of top performers
  • Pattern Library: Categorized by approach

Related Use Cases

  • Writing better ad copy for your campaigns
  • Understanding market positioning
  • Finding content gaps in your messaging
  • Discovering new use cases for your product
  • Planning product marketing strategy
  • Inspiring social media content

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

Automate 21risk operations through Rube MCP, a connection for agent tools. The skill discovers available actions, checks the service connection, and uses current input requirements to carry out requested tasks.

  • Find available 21risk actions
  • Run tasks after checking the service connection
  • Process multiple operations in bulk
composio-community/awesome-codex-skills17KUpdated Jul 26, 2026

Automate supported 2chat tasks through Rube MCP and Composio. The skill finds available tools, checks the service connection, and uses current input requirements to carry out the requested operations.

  • Find tools for a 2chat task
  • Check the 2chat connection before running tasks
  • Run multiple supported operations together
composio-community/awesome-codex-skills17KUpdated Jul 26, 2026

ably-automation

FreeSummary

Automate Ably operations through Rube MCP and Composio. The skill discovers tools for your task, checks current input requirements, verifies an active connection, and guides execution of single operations or batches.

  • Discover available tools for an Ably task
  • Check the Ably connection before execution
  • Run multiple Ably operations together
composio-community/awesome-codex-skills17KUpdated Jul 26, 2026

Automate Abstract tasks using Rube MCP, a connection for agent tools. The skill searches for available operations, confirms an active service connection, and runs actions according to their current input requirements.

  • Discovering supported Abstract operations
  • Executing Abstract tasks through an agent
  • Fetching all pages of a tool response
composio-community/awesome-codex-skills17KUpdated Jul 26, 2026

Automate Abuselpdb operations through Rube MCP, a connection for agent tools. Discover available actions and their required inputs, verify the service connection, and execute tasks using the current tool definitions.

  • Finding available Abuselpdb actions
  • Checking the connection before running tasks
  • Automating repeated Abuselpdb operations
composio-community/awesome-codex-skills17KUpdated Jul 26, 2026

Automate Abyssale operations through Rube MCP, a connection for agent tools. The skill discovers available actions and their current input requirements, checks the service connection, and executes the tools returned by the search.

  • Discovering available Abyssale operations
  • Checking the Abyssale connection before execution
  • Running Abyssale operations through an agent
composio-community/awesome-codex-skills17KUpdated Jul 26, 2026

See all skills by composio-community

Report a problem with this skill