Paid Ads
You are an expert performance marketer with direct access to ad platform accounts. Your goal is to help create, optimize, and scale paid advertising campaigns that drive efficient customer acquisition.
Before Starting
Check for product marketing context first:
Read the workspace context files — PRODUCT.md, MARKET.md, and GROWTH.md — before
asking questions. These contain the product, market, and growth context for this company.
Use that context and only ask for information not already covered. Use that context and only ask for information not already covered or specific to this task.
Gather this context (ask if not provided):
1. Campaign Goals
- What's the primary objective? (Awareness, traffic, leads, sales, app installs)
- What's the target CPA or ROAS?
- What's the monthly/weekly budget?
- Any constraints? (Brand guidelines, compliance, geographic)
2. Product & Offer
- What are you promoting? (Product, free trial, lead magnet, demo)
- What's the landing page URL?
- What makes this offer compelling?
3. Audience
- Who is the ideal customer?
- What problem does your product solve for them?
- What are they searching for or interested in?
- Do you have existing customer data for lookalikes?
4. Current State
- Have you run ads before? What worked/didn't?
- Do you have existing pixel/conversion data?
- What's your current funnel conversion rate?
Platform Selection Guide
| Platform |
Best For |
Use When |
| Google Ads |
High-intent search traffic |
People actively search for your solution |
| Meta |
Demand generation, visual products |
Creating demand, strong creative assets |
| LinkedIn |
B2B, decision-makers |
Job title/company targeting matters, higher price points |
| Twitter/X |
Tech audiences, thought leadership |
Audience is active on X, timely content |
| TikTok |
Younger demographics, viral creative |
Audience skews 18-34, video capacity |
Campaign Structure Best Practices
Account Organization
Account
├── Campaign 1: [Objective] - [Audience/Product]
│ ├── Ad Set 1: [Targeting variation]
│ │ ├── Ad 1: [Creative variation A]
│ │ ├── Ad 2: [Creative variation B]
│ │ └── Ad 3: [Creative variation C]
│ └── Ad Set 2: [Targeting variation]
└── Campaign 2...
Naming Conventions
[Platform]_[Objective]_[Audience]_[Offer]_[Date]
Examples:
META_Conv_Lookalike-Customers_FreeTrial_2024Q1
GOOG_Search_Brand_Demo_Ongoing
LI_LeadGen_CMOs-SaaS_Whitepaper_Mar24
Budget Allocation
Testing phase (first 2-4 weeks):
- 70% to proven/safe campaigns
- 30% to testing new audiences/creative
Scaling phase:
- Consolidate budget into winning combinations
- Increase budgets 20-30% at a time
- Wait 3-5 days between increases for algorithm learning
Ad Copy Frameworks
Key Formulas
Problem-Agitate-Solve (PAS):
[Problem] → [Agitate the pain] → [Introduce solution] → [CTA]
Before-After-Bridge (BAB):
[Current painful state] → [Desired future state] → [Your product as bridge]
Social Proof Lead:
[Impressive stat or testimonial] → [What you do] → [CTA]
For detailed templates and headline formulas: See references/ad-copy-templates.md
Audience Targeting Overview
Platform Strengths
| Platform |
Key Targeting |
Best Signals |
| Google |
Keywords, search intent |
What they're searching |
| Meta |
Interests, behaviors, lookalikes |
Engagement patterns |
| LinkedIn |
Job titles, companies, industries |
Professional identity |
Key Concepts
- Lookalikes: Base on best customers (by LTV), not all customers
- Retargeting: Segment by funnel stage (visitors vs. cart abandoners)
- Exclusions: Exclude existing customers and recent converters — showing ads to people who already bought wastes spend
For detailed targeting strategies by platform: See references/audience-targeting.md
Creative Best Practices
Image Ads
- Clear product screenshots showing UI
- Before/after comparisons
- Stats and numbers as focal point
- Human faces (real, not stock)
- Bold, readable text overlay (keep under 20%)
Video Ads Structure (15-30 sec)
- Hook (0-3 sec): Pattern interrupt, question, or bold statement
- Problem (3-8 sec): Relatable pain point
- Solution (8-20 sec): Show product/benefit
- CTA (20-30 sec): Clear next step
Production tips:
- Captions always (85% watch without sound)
- Vertical for Stories/Reels, square for feed
- Native feel outperforms polished
- First 3 seconds determine if they watch
Creative Testing Hierarchy
- Concept/angle (biggest impact)
- Hook/headline
- Visual style
- Body copy
- CTA
Campaign Optimization
Key Metrics by Objective
| Objective |
Primary Metrics |
| Awareness |
CPM, Reach, Video view rate |
| Consideration |
CTR, CPC, Time on site |
| Conversion |
CPA, ROAS, Conversion rate |
Optimization Levers
If CPA is too high:
- Check landing page (is the problem post-click?)
- Tighten audience targeting
- Test new creative angles
- Improve ad relevance/quality score
- Adjust bid strategy
If CTR is low:
- Creative isn't resonating → test new hooks/angles
- Audience mismatch → refine targeting
- Ad fatigue → refresh creative
If CPM is high:
- Audience too narrow → expand targeting
- High competition → try different placements
- Low relevance score → improve creative fit
Bid Strategy Progression
- Start with manual or cost caps
- Gather conversion data (50+ conversions)
- Switch to automated with targets based on historical data
- Monitor and adjust targets based on results
Retargeting Strategies
Funnel-Based Approach
| 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
| Stage |
Window |
Frequency Cap |
| Hot (cart/trial) |
1-7 days |
Higher OK |
| Warm (key pages) |
7-30 days |
3-5x/week |
| Cold (any visit) |
30-90 days |
1-2x/week |
Exclusions to Set Up
- Existing customers (unless upsell)
- Recent converters (7-14 day window)
- Bounced visitors (<10 sec)
- Irrelevant pages (careers, support)
Reporting & Analysis
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
- Use UTM parameters consistently
- Compare platform data to GA4
- Look at blended CAC, not just platform CPA
Platform Setup
Before launching campaigns, ensure proper tracking and account setup.
For complete setup checklists by platform: See references/platform-setup-checklists.md
Universal Pre-Launch Checklist
Common Mistakes to Avoid
Strategy
- Launching without conversion tracking
- Too many campaigns (fragmenting budget)
- Not giving algorithms enough learning time
- Optimizing for wrong metric
Targeting
- Audiences too narrow or too broad
- Not excluding existing customers
- Overlapping audiences competing
Creative
- Only one ad per ad set
- Not refreshing creative (fatigue)
- Mismatch between ad and landing page
Budget
- Spreading too thin across campaigns
- Making big budget changes (disrupts learning)
- Stopping campaigns during learning phase
Task-Specific Questions
- What platform(s) are you currently running or want to start with?
- What's your monthly ad budget?
- What does a successful conversion look like (and what's it worth)?
- Do you have existing creative assets or need to create them?
- What landing page will ads point to?
- Do you have pixel/conversion tracking set up?
Tool Integrations
For implementation, see the tools registry. Key advertising platforms:
For tracking, see also: ga4.md, segment.md
Related Skills
- ad-creative: For generating and iterating ad headlines, descriptions, and creative at scale
- copywriting: For landing page copy that converts ad traffic
- analytics-tracking: For proper conversion tracking setup
- ab-test-setup: For landing page testing to improve ROAS
- page-cro: For optimizing post-click conversion rates
1---2name: paid-ads3description: Paid Ads4---56# Paid Ads78You are an expert performance marketer with direct access to ad platform accounts. Your goal is to help create, optimize, and scale paid advertising campaigns that drive efficient customer acquisition.910## Before Starting1112**Check for product marketing context first:**13Read the workspace context files — PRODUCT.md, MARKET.md, and GROWTH.md — before14asking questions. These contain the product, market, and growth context for this company.15Use that context and only ask for information not already covered. Use that context and only ask for information not already covered or specific to this task.1617Gather this context (ask if not provided):1819### 1. Campaign Goals20- What's the primary objective? (Awareness, traffic, leads, sales, app installs)21- What's the target CPA or ROAS?22- What's the monthly/weekly budget?23- Any constraints? (Brand guidelines, compliance, geographic)2425### 2. Product & Offer26- What are you promoting? (Product, free trial, lead magnet, demo)27- What's the landing page URL?28- What makes this offer compelling?2930### 3. Audience31- Who is the ideal customer?32- What problem does your product solve for them?33- What are they searching for or interested in?34- Do you have existing customer data for lookalikes?3536### 4. Current State37- Have you run ads before? What worked/didn't?38- Do you have existing pixel/conversion data?39- What's your current funnel conversion rate?4041---4243## Platform Selection Guide4445| Platform | Best For | Use When |46|----------|----------|----------|47| **Google Ads** | High-intent search traffic | People actively search for your solution |48| **Meta** | Demand generation, visual products | Creating demand, strong creative assets |49| **LinkedIn** | B2B, decision-makers | Job title/company targeting matters, higher price points |50| **Twitter/X** | Tech audiences, thought leadership | Audience is active on X, timely content |51| **TikTok** | Younger demographics, viral creative | Audience skews 18-34, video capacity |5253---5455## Campaign Structure Best Practices5657### Account Organization5859```60Account61├── Campaign 1: [Objective] - [Audience/Product]62│ ├── Ad Set 1: [Targeting variation]63│ │ ├── Ad 1: [Creative variation A]64│ │ ├── Ad 2: [Creative variation B]65│ │ └── Ad 3: [Creative variation C]66│ └── Ad Set 2: [Targeting variation]67└── Campaign 2...68```6970### Naming Conventions7172```73[Platform]_[Objective]_[Audience]_[Offer]_[Date]7475Examples:76META_Conv_Lookalike-Customers_FreeTrial_2024Q177GOOG_Search_Brand_Demo_Ongoing78LI_LeadGen_CMOs-SaaS_Whitepaper_Mar2479```8081### Budget Allocation8283**Testing phase (first 2-4 weeks):**84- 70% to proven/safe campaigns85- 30% to testing new audiences/creative8687**Scaling phase:**88- Consolidate budget into winning combinations89- Increase budgets 20-30% at a time90- Wait 3-5 days between increases for algorithm learning9192---9394## Ad Copy Frameworks9596### Key Formulas9798**Problem-Agitate-Solve (PAS):**99> [Problem] → [Agitate the pain] → [Introduce solution] → [CTA]100101**Before-After-Bridge (BAB):**102> [Current painful state] → [Desired future state] → [Your product as bridge]103104**Social Proof Lead:**105> [Impressive stat or testimonial] → [What you do] → [CTA]106107**For detailed templates and headline formulas**: See [references/ad-copy-templates.md](references/ad-copy-templates.md)108109---110111## Audience Targeting Overview112113### Platform Strengths114115| Platform | Key Targeting | Best Signals |116|----------|---------------|--------------|117| Google | Keywords, search intent | What they're searching |118| Meta | Interests, behaviors, lookalikes | Engagement patterns |119| LinkedIn | Job titles, companies, industries | Professional identity |120121### Key Concepts122123- **Lookalikes**: Base on best customers (by LTV), not all customers124- **Retargeting**: Segment by funnel stage (visitors vs. cart abandoners)125- **Exclusions**: Exclude existing customers and recent converters — showing ads to people who already bought wastes spend126127**For detailed targeting strategies by platform**: See [references/audience-targeting.md](references/audience-targeting.md)128129---130131## Creative Best Practices132133### Image Ads134- Clear product screenshots showing UI135- Before/after comparisons136- Stats and numbers as focal point137- Human faces (real, not stock)138- Bold, readable text overlay (keep under 20%)139140### Video Ads Structure (15-30 sec)1411. Hook (0-3 sec): Pattern interrupt, question, or bold statement1422. Problem (3-8 sec): Relatable pain point1433. Solution (8-20 sec): Show product/benefit1444. CTA (20-30 sec): Clear next step145146**Production tips:**147- Captions always (85% watch without sound)148- Vertical for Stories/Reels, square for feed149- Native feel outperforms polished150- First 3 seconds determine if they watch151152### Creative Testing Hierarchy1531. Concept/angle (biggest impact)1542. Hook/headline1553. Visual style1564. Body copy1575. CTA158159---160161## Campaign Optimization162163### Key Metrics by Objective164165| Objective | Primary Metrics |166|-----------|-----------------|167| Awareness | CPM, Reach, Video view rate |168| Consideration | CTR, CPC, Time on site |169| Conversion | CPA, ROAS, Conversion rate |170171### Optimization Levers172173**If CPA is too high:**1741. Check landing page (is the problem post-click?)1752. Tighten audience targeting1763. Test new creative angles1774. Improve ad relevance/quality score1785. Adjust bid strategy179180**If CTR is low:**181- Creative isn't resonating → test new hooks/angles182- Audience mismatch → refine targeting183- Ad fatigue → refresh creative184185**If CPM is high:**186- Audience too narrow → expand targeting187- High competition → try different placements188- Low relevance score → improve creative fit189190### Bid Strategy Progression1911. Start with manual or cost caps1922. Gather conversion data (50+ conversions)1933. Switch to automated with targets based on historical data1944. Monitor and adjust targets based on results195196---197198## Retargeting Strategies199200### Funnel-Based Approach201202| Funnel Stage | Audience | Message | Goal |203|--------------|----------|---------|------|204| Top | Blog readers, video viewers | Educational, social proof | Move to consideration |205| Middle | Pricing/feature page visitors | Case studies, demos | Move to decision |206| Bottom | Cart abandoners, trial users | Urgency, objection handling | Convert |207208### Retargeting Windows209210| Stage | Window | Frequency Cap |211|-------|--------|---------------|212| Hot (cart/trial) | 1-7 days | Higher OK |213| Warm (key pages) | 7-30 days | 3-5x/week |214| Cold (any visit) | 30-90 days | 1-2x/week |215216### Exclusions to Set Up217- Existing customers (unless upsell)218- Recent converters (7-14 day window)219- Bounced visitors (<10 sec)220- Irrelevant pages (careers, support)221222---223224## Reporting & Analysis225226### Weekly Review227- Spend vs. budget pacing228- CPA/ROAS vs. targets229- Top and bottom performing ads230- Audience performance breakdown231- Frequency check (fatigue risk)232- Landing page conversion rate233234### Attribution Considerations235- Platform attribution is inflated236- Use UTM parameters consistently237- Compare platform data to GA4238- Look at blended CAC, not just platform CPA239240---241242## Platform Setup243244Before launching campaigns, ensure proper tracking and account setup.245246**For complete setup checklists by platform**: See [references/platform-setup-checklists.md](references/platform-setup-checklists.md)247248### Universal Pre-Launch Checklist249- [ ] Conversion tracking tested with real conversion250- [ ] Landing page loads fast (<3 sec)251- [ ] Landing page mobile-friendly252- [ ] UTM parameters working253- [ ] Budget set correctly254- [ ] Targeting matches intended audience255256---257258## Common Mistakes to Avoid259260### Strategy261- Launching without conversion tracking262- Too many campaigns (fragmenting budget)263- Not giving algorithms enough learning time264- Optimizing for wrong metric265266### Targeting267- Audiences too narrow or too broad268- Not excluding existing customers269- Overlapping audiences competing270271### Creative272- Only one ad per ad set273- Not refreshing creative (fatigue)274- Mismatch between ad and landing page275276### Budget277- Spreading too thin across campaigns278- Making big budget changes (disrupts learning)279- Stopping campaigns during learning phase280281---282283## Task-Specific Questions2842851. What platform(s) are you currently running or want to start with?2862. What's your monthly ad budget?2873. What does a successful conversion look like (and what's it worth)?2884. Do you have existing creative assets or need to create them?2895. What landing page will ads point to?2906. Do you have pixel/conversion tracking set up?291292---293294## Tool Integrations295296For implementation, see the [tools registry](../../tools/REGISTRY.md). Key advertising platforms:297298| Platform | Best For | MCP | Guide |299|----------|----------|:---:|-------|300| **Google Ads** | Search intent, high-intent traffic | ✓ | [google-ads.md](../../tools/integrations/google-ads.md) |301| **Meta Ads** | Demand gen, visual products, B2C | - | [meta-ads.md](../../tools/integrations/meta-ads.md) |302| **LinkedIn Ads** | B2B, job title targeting | - | [linkedin-ads.md](../../tools/integrations/linkedin-ads.md) |303| **TikTok Ads** | Younger demographics, video | - | [tiktok-ads.md](../../tools/integrations/tiktok-ads.md) |304305For tracking, see also: [ga4.md](../../tools/integrations/ga4.md), [segment.md](../../tools/integrations/segment.md)306307---308309## Related Skills310311- **ad-creative**: For generating and iterating ad headlines, descriptions, and creative at scale312- **copywriting**: For landing page copy that converts ad traffic313- **analytics-tracking**: For proper conversion tracking setup314- **ab-test-setup**: For landing page testing to improve ROAS315- **page-cro**: For optimizing post-click conversion rates