Refactor remaining skills for progressive disclosure
Phase 2 refactoring of skills >500 lines and medium-sized skills: - paid-ads: 553 → 297 lines - Extract ad-copy-templates.md, audience-targeting.md, platform-setup-checklists.md - analytics-tracking: 541 → 292 lines - Extract ga4-implementation.md, gtm-implementation.md, event-library.md - ab-test-setup: 510 → 264 lines - Extract test-templates.md, sample-size-guide.md - copywriting: 458 → 248 lines - Extract copy-frameworks.md (headline formulas, section types) - page-cro: 336 → 180 lines - Extract experiments.md (experiment ideas by page type) - onboarding-cro: 435 → 218 lines - Extract experiments.md (onboarding experiment ideas) All skills now use progressive disclosure with references/ folders, keeping SKILL.md files focused on core workflow while detailed content is available when needed. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
@@ -24,7 +24,6 @@ Gather this context (ask if not provided):
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- What are you promoting? (Product, free trial, lead magnet, demo)
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- What's the landing page URL?
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- What makes this offer compelling?
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- Any promotions or urgency elements?
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### 3. Audience
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- Who is the ideal customer?
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@@ -36,71 +35,18 @@ Gather this context (ask if not provided):
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- Have you run ads before? What worked/didn't?
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- Do you have existing pixel/conversion data?
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- What's your current funnel conversion rate?
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- Any existing creative assets?
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---
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## Platform Selection Guide
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### Google Ads
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**Best for:** High-intent search traffic, capturing existing demand
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**Use when:**
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- People actively search for your solution
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- You have clear keywords with commercial intent
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- You want bottom-of-funnel conversions
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**Campaign types:**
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- Search: Keyword-targeted text ads
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- Performance Max: AI-driven cross-channel
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- Display: Banner ads across Google network
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- YouTube: Video ads
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- Demand Gen: Discovery and Gmail placements
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### Meta (Facebook/Instagram)
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**Best for:** Demand generation, visual products, broad targeting
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**Use when:**
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- Your product has visual appeal
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- You're creating demand (not just capturing it)
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- You have strong creative assets
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- You want to build audiences for retargeting
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**Campaign types:**
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- Advantage+ Shopping: E-commerce automation
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- Lead Gen: In-platform lead forms
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- Conversions: Website conversion optimization
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- Traffic: Link clicks to site
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- Engagement: Social proof building
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### LinkedIn Ads
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**Best for:** B2B targeting, reaching decision-makers
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**Use when:**
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- You're selling to businesses
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- Job title/company targeting matters
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- Higher price points justify higher CPCs
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- You need to reach specific industries
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**Campaign types:**
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- Sponsored Content: Feed posts
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- Message Ads: Direct InMail
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- Lead Gen Forms: In-platform capture
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- Document Ads: Gated content
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- Conversation Ads: Interactive messaging
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### Twitter/X Ads
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**Best for:** Tech audiences, real-time relevance, thought leadership
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**Use when:**
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- Your audience is active on X
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- You have timely/trending content
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- You want to amplify organic content
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- Lower CPMs matter more than precision targeting
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### TikTok Ads
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**Best for:** Younger demographics, viral creative, brand awareness
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**Use when:**
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- Your audience skews younger (18-34)
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- You can create native-feeling video content
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- Brand awareness is a goal
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- You have creative capacity for video
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| Platform | Best For | Use When |
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|----------|----------|----------|
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| **Google Ads** | High-intent search traffic | People actively search for your solution |
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| **Meta** | Demand generation, visual products | Creating demand, strong creative assets |
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| **LinkedIn** | B2B, decision-makers | Job title/company targeting matters, higher price points |
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| **Twitter/X** | Tech audiences, thought leadership | Audience is active on X, timely content |
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| **TikTok** | Younger demographics, viral creative | Audience skews 18-34, video capacity |
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---
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@@ -116,14 +62,11 @@ Account
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│ │ ├── Ad 2: [Creative variation B]
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│ │ └── Ad 3: [Creative variation C]
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│ └── Ad Set 2: [Targeting variation]
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│ └── Ads...
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└── Campaign 2...
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```
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### Naming Conventions
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Use consistent naming for easy analysis:
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```
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[Platform]_[Objective]_[Audience]_[Offer]_[Date]
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@@ -133,7 +76,7 @@ GOOG_Search_Brand_Demo_Ongoing
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LI_LeadGen_CMOs-SaaS_Whitepaper_Mar24
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```
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### Budget Allocation Framework
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### Budget Allocation
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**Testing phase (first 2-4 weeks):**
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- 70% to proven/safe campaigns
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@@ -148,213 +91,80 @@ LI_LeadGen_CMOs-SaaS_Whitepaper_Mar24
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## Ad Copy Frameworks
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### Primary Text Formulas
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### Key Formulas
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**Problem-Agitate-Solve (PAS):**
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```
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[Problem statement]
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[Agitate the pain]
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[Introduce solution]
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[CTA]
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```
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Example:
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> Spending hours on manual reporting every week?
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> While you're buried in spreadsheets, your competitors are making decisions.
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> [Product] automates your reports in minutes.
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> Start your free trial →
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> [Problem] → [Agitate the pain] → [Introduce solution] → [CTA]
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**Before-After-Bridge (BAB):**
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```
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[Current painful state]
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[Desired future state]
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[Your product as the bridge]
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```
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Example:
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> Before: Chasing down approvals across email, Slack, and spreadsheets.
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> After: Every approval tracked, automated, and on time.
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> [Product] connects your tools and keeps projects moving.
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> [Current painful state] → [Desired future state] → [Your product as bridge]
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**Social Proof Lead:**
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```
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[Impressive stat or testimonial]
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[What you do]
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[CTA]
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```
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> [Impressive stat or testimonial] → [What you do] → [CTA]
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Example:
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> "We cut our reporting time by 75%." — Sarah K., Marketing Director
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> [Product] automates the reports you hate building.
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> See how it works →
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### Headline Formulas
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**For Search Ads:**
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- [Keyword] + [Benefit]: "Project Management That Teams Actually Use"
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- [Action] + [Outcome]: "Automate Reports | Save 10 Hours Weekly"
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- [Question]: "Tired of Manual Data Entry?"
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- [Number] + [Benefit]: "500+ Teams Trust [Product] for [Outcome]"
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**For Social Ads:**
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- Hook with outcome: "How we 3x'd our conversion rate"
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- Hook with curiosity: "The reporting hack no one talks about"
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- Hook with contrarian: "Why we stopped using [common tool]"
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- Hook with specificity: "The exact template we use for..."
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### CTA Variations
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**Soft CTAs (awareness/consideration):**
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- Learn More
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- See How It Works
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- Watch Demo
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- Get the Guide
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**Hard CTAs (conversion):**
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- Start Free Trial
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- Get Started Free
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- Book a Demo
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- Claim Your Discount
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- Buy Now
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**Urgency CTAs (when genuine):**
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- Limited Time: 30% Off
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- Offer Ends [Date]
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- Only X Spots Left
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**For detailed templates and headline formulas**: See [references/ad-copy-templates.md](references/ad-copy-templates.md)
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---
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## Audience Targeting Strategies
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## Audience Targeting Overview
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### Google Ads Audiences
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### Platform Strengths
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**Search campaigns:**
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- Keywords (exact, phrase, broad match)
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- Audience layering (observation mode first)
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- Remarketing lists for search ads (RLSA)
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| Platform | Key Targeting | Best Signals |
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|----------|---------------|--------------|
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| Google | Keywords, search intent | What they're searching |
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| Meta | Interests, behaviors, lookalikes | Engagement patterns |
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| LinkedIn | Job titles, companies, industries | Professional identity |
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**Display/YouTube:**
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- Custom intent (based on search behavior)
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- In-market audiences
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- Affinity audiences
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- Customer match (upload email lists)
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- Similar/lookalike audiences
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### Key Concepts
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### Meta Audiences
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- **Lookalikes**: Base on best customers (by LTV), not all customers
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- **Retargeting**: Segment by funnel stage (visitors vs. cart abandoners)
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- **Exclusions**: Always exclude existing customers and recent converters
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**Core audiences (interest/demographic):**
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- Layer interests with AND logic for precision
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- Exclude existing customers
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- Start broad, let algorithm optimize
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**Custom audiences:**
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- Website visitors (by page, time on site, frequency)
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- Customer list uploads
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- Engagement (video viewers, page engagers)
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- App activity
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**Lookalike audiences:**
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- Source: Best customers (by LTV, not just all customers)
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- Size: Start 1%, expand to 1-3% as you scale
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- Layer: Lookalike + interest for early testing
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### LinkedIn Audiences
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**Job-based targeting:**
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- Job titles (be specific, avoid broad)
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- Job functions + seniority
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- Skills (self-reported)
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**Company-based targeting:**
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- Company size
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- Industry
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- Company names (ABM)
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- Company growth rate
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**Combinations that work:**
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- Job function + seniority + company size
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- Industry + job title
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- Company list + decision-maker titles
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**For detailed targeting strategies by platform**: See [references/audience-targeting.md](references/audience-targeting.md)
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---
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## Creative Best Practices
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### Image Ads
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**What works:**
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- Clear product screenshots showing UI
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- Before/after comparisons
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- Stats and numbers as focal point
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- Human faces (real, not stock)
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- Bold, readable text overlay (keep under 20%)
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**What doesn't:**
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- Generic stock photos
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- Too much text
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- Cluttered visuals
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- Low contrast/hard to read
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### Video Ads
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**Structure for short-form (15-30 sec):**
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### Video Ads Structure (15-30 sec)
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1. Hook (0-3 sec): Pattern interrupt, question, or bold statement
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2. Problem (3-8 sec): Relatable pain point
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3. Solution (8-20 sec): Show product/benefit
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4. CTA (20-30 sec): Clear next step
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**Structure for longer-form (60+ sec):**
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1. Hook (0-5 sec)
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2. Problem deep-dive (5-20 sec)
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3. Solution introduction (20-35 sec)
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4. Social proof (35-45 sec)
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5. How it works (45-55 sec)
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6. CTA with offer (55-60 sec)
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**Production tips:**
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- Captions always (85% watch without sound)
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- Vertical for Stories/Reels, square for feed
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- Native feel outperforms polished
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- First 3 seconds determine if they watch
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### Ad Creative Testing
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**Testing hierarchy:**
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### Creative Testing Hierarchy
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1. Concept/angle (biggest impact)
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2. Hook/headline
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3. Visual style
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4. Body copy
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5. CTA
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**Testing approach:**
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- Test one variable at a time for clean data
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- Need 100+ conversions per variant for significance
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- Kill losers fast (3-5 days with sufficient spend)
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- Iterate on winners
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---
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## Campaign Optimization
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### Key Metrics by Objective
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**Awareness:**
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- CPM (cost per 1,000 impressions)
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- Reach and frequency
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- Video view rate / watch time
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- Brand lift (if available)
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**Consideration:**
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- CTR (click-through rate)
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- CPC (cost per click)
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- Landing page views
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- Time on site from ads
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**Conversion:**
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- CPA (cost per acquisition)
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- ROAS (return on ad spend)
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- Conversion rate
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- Cost per lead / cost per sale
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| Objective | Primary Metrics |
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|-----------|-----------------|
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| Awareness | CPM, Reach, Video view rate |
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| Consideration | CTR, CPC, Time on site |
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| Conversion | CPA, ROAS, Conversion rate |
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### Optimization Levers
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@@ -369,25 +179,13 @@ Example:
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- Creative isn't resonating → test new hooks/angles
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- Audience mismatch → refine targeting
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- Ad fatigue → refresh creative
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- Weak offer → improve value proposition
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|
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**If CPM is high:**
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- Audience too narrow → expand targeting
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- High competition → try different placements
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- Low relevance score → improve creative fit
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- Bidding too aggressively → adjust bid caps
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### Bid Strategies
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**Manual/controlled:**
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- Use when: Learning phase, small budgets, need control
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- Manual CPC, bid caps, cost caps
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|
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**Automated/smart:**
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- Use when: Sufficient conversion data (50+ per month), scaling
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- Target CPA, target ROAS, maximize conversions
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|
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**Progression:**
|
||||
### Bid Strategy Progression
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1. Start with manual or cost caps
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2. Gather conversion data (50+ conversions)
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3. Switch to automated with targets based on historical data
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@@ -397,22 +195,13 @@ Example:
|
||||
|
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## Retargeting Strategies
|
||||
|
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### Funnel-Based Retargeting
|
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### Funnel-Based Approach
|
||||
|
||||
**Top of funnel (awareness):**
|
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- Audience: Blog readers, video viewers, social engagers
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- Message: Educational content, social proof
|
||||
- Goal: Move to consideration
|
||||
|
||||
**Middle of funnel (consideration):**
|
||||
- Audience: Pricing page visitors, feature page visitors
|
||||
- Message: Case studies, demos, comparisons
|
||||
- Goal: Move to decision
|
||||
|
||||
**Bottom of funnel (decision):**
|
||||
- Audience: Cart abandoners, trial users, demo no-shows
|
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- Message: Urgency, objection handling, offers
|
||||
- Goal: Convert
|
||||
| Funnel Stage | Audience | Message | Goal |
|
||||
|--------------|----------|---------|------|
|
||||
| Top | Blog readers, video viewers | Educational, social proof | Move to consideration |
|
||||
| Middle | Pricing/feature page visitors | Case studies, demos | Move to decision |
|
||||
| Bottom | Cart abandoners, trial users | Urgency, objection handling | Convert |
|
||||
|
||||
### Retargeting Windows
|
||||
|
||||
@@ -423,114 +212,69 @@ Example:
|
||||
| Cold (any visit) | 30-90 days | 1-2x/week |
|
||||
|
||||
### Exclusions to Set Up
|
||||
|
||||
Always exclude:
|
||||
- Existing customers (unless upsell campaign)
|
||||
- Existing customers (unless upsell)
|
||||
- Recent converters (7-14 day window)
|
||||
- Bounced visitors (<10 sec on site)
|
||||
- Bounced visitors (<10 sec)
|
||||
- Irrelevant pages (careers, support)
|
||||
|
||||
---
|
||||
|
||||
## Reporting & Analysis
|
||||
|
||||
### Weekly Review Checklist
|
||||
|
||||
- [ ] Spend vs. budget pacing
|
||||
- [ ] CPA/ROAS vs. targets
|
||||
- [ ] Top and bottom performing ads
|
||||
- [ ] Audience performance breakdown
|
||||
- [ ] Frequency check (fatigue risk)
|
||||
- [ ] Landing page conversion rate
|
||||
- [ ] Any disapproved ads or policy issues
|
||||
|
||||
### Monthly Analysis
|
||||
|
||||
- [ ] Overall channel performance vs. goals
|
||||
- [ ] Creative performance trends
|
||||
- [ ] Audience insights and learnings
|
||||
- [ ] Budget reallocation recommendations
|
||||
- [ ] Test results and next tests
|
||||
- [ ] Competitive landscape changes
|
||||
### Weekly Review
|
||||
- Spend vs. budget pacing
|
||||
- CPA/ROAS vs. targets
|
||||
- Top and bottom performing ads
|
||||
- Audience performance breakdown
|
||||
- Frequency check (fatigue risk)
|
||||
- Landing page conversion rate
|
||||
|
||||
### Attribution Considerations
|
||||
|
||||
- Platform attribution is inflated (they want credit)
|
||||
- Platform attribution is inflated
|
||||
- Use UTM parameters consistently
|
||||
- Compare platform data to GA4/analytics
|
||||
- Consider incrementality testing for mature accounts
|
||||
- Compare platform data to GA4
|
||||
- Look at blended CAC, not just platform CPA
|
||||
|
||||
---
|
||||
|
||||
## Platform-Specific Setup Guides
|
||||
## Platform Setup
|
||||
|
||||
### Google Ads Setup Checklist
|
||||
Before launching campaigns, ensure proper tracking and account setup.
|
||||
|
||||
- [ ] Conversion tracking installed and tested
|
||||
- [ ] Google Analytics 4 linked
|
||||
- [ ] Audience lists created (remarketing, customer match)
|
||||
- [ ] Negative keyword lists built
|
||||
- [ ] Ad extensions set up (sitelinks, callouts, structured snippets)
|
||||
- [ ] Brand campaign running (protect branded terms)
|
||||
- [ ] Competitor campaign considered
|
||||
- [ ] Location and language targeting set
|
||||
- [ ] Ad schedule aligned with business hours (if B2B)
|
||||
**For complete setup checklists by platform**: See [references/platform-setup-checklists.md](references/platform-setup-checklists.md)
|
||||
|
||||
### Meta Ads Setup Checklist
|
||||
|
||||
- [ ] Pixel installed and events firing
|
||||
- [ ] Conversions API set up (server-side tracking)
|
||||
- [ ] Custom audiences created
|
||||
- [ ] Product catalog connected (if e-commerce)
|
||||
- [ ] Domain verified
|
||||
- [ ] Business Manager properly configured
|
||||
- [ ] Aggregated event measurement prioritized
|
||||
- [ ] Creative assets in correct sizes
|
||||
- [ ] UTM parameters in all URLs
|
||||
|
||||
### LinkedIn Ads Setup Checklist
|
||||
|
||||
- [ ] Insight Tag installed
|
||||
- [ ] Conversion tracking configured
|
||||
- [ ] Matched audiences created
|
||||
- [ ] Company page connected
|
||||
- [ ] Lead gen form templates created
|
||||
- [ ] Document assets uploaded (for Document Ads)
|
||||
- [ ] Audience size validated (not too narrow)
|
||||
- [ ] Budget realistic for LinkedIn CPCs ($8-15+)
|
||||
### Universal Pre-Launch Checklist
|
||||
- [ ] Conversion tracking tested with real conversion
|
||||
- [ ] Landing page loads fast (<3 sec)
|
||||
- [ ] Landing page mobile-friendly
|
||||
- [ ] UTM parameters working
|
||||
- [ ] Budget set correctly
|
||||
- [ ] Targeting matches intended audience
|
||||
|
||||
---
|
||||
|
||||
## Common Mistakes to Avoid
|
||||
|
||||
### Strategy Mistakes
|
||||
### Strategy
|
||||
- Launching without conversion tracking
|
||||
- Too many campaigns/ad sets (fragmenting budget)
|
||||
- Too many campaigns (fragmenting budget)
|
||||
- Not giving algorithms enough learning time
|
||||
- Optimizing for wrong metric (clicks vs. conversions)
|
||||
- Ignoring landing page experience
|
||||
- Optimizing for wrong metric
|
||||
|
||||
### Targeting Mistakes
|
||||
- Audiences too narrow (can't exit learning phase)
|
||||
- Audiences too broad (wasting spend)
|
||||
### Targeting
|
||||
- Audiences too narrow or too broad
|
||||
- Not excluding existing customers
|
||||
- Overlapping audiences competing with each other
|
||||
- Ignoring negative keywords (Search)
|
||||
- Overlapping audiences competing
|
||||
|
||||
### Creative Mistakes
|
||||
- Only running one ad per ad set
|
||||
- Not refreshing creative (ad fatigue)
|
||||
### Creative
|
||||
- Only one ad per ad set
|
||||
- Not refreshing creative (fatigue)
|
||||
- Mismatch between ad and landing page
|
||||
- Ignoring mobile experience
|
||||
- Too much text in images (Meta)
|
||||
|
||||
### Budget Mistakes
|
||||
- Spreading budget too thin across campaigns
|
||||
### Budget
|
||||
- Spreading too thin across campaigns
|
||||
- Making big budget changes (disrupts learning)
|
||||
- Not accounting for platform minimums
|
||||
- Stopping campaigns during learning phase
|
||||
- Weekend/off-hours spend without adjustment
|
||||
|
||||
---
|
||||
|
||||
|
||||
Reference in New Issue
Block a user