---
name: digital-advertising
description: Plan, execute, and optimize digital advertising campaigns across paid search, paid social, programmatic display, video, and connected TV. Use when managing PPC campaigns, social ad campaigns, programmatic buying, retargeting, ad creative testing, or advertising ROI analysis. Triggers on phrases like "paid ads", "PPC", "Google Ads", "LinkedIn Ads", "programmatic", "retargeting", "ad spend", "cost per acquisition", "ad creative", "campaign optimization".
---

# Digital Advertising & Paid Media

Plan, execute, and optimize paid advertising campaigns across all digital channels.

## Workflow

### 1. Media Planning & Strategy

1. **Channel selection and mix**:
   - Channel assessment by target audience presence and intent
   - Paid search (Google, Bing): high-intent keyword targeting
   - Paid social (LinkedIn, Meta, Twitter/X, TikTok): audience and interest targeting
   - Programmatic display: broad reach, retargeting, contextual
   - Video advertising (YouTube, CTV/OTT): brand awareness and engagement
   - Channel budget allocation based on historical ROI and objectives

2. **Audience targeting strategy**:
   - First-party data: customer lists, website visitors, email subscribers
   - Second-party data: partner audiences, co-marketing data
   - Third-party data: demographic, interest, behavioral segments
   - Lookalike/similar audience modeling from high-value customers
   - Account-based targeting (ABM) for B2B
   - Retargeting audience segmentation (recency, frequency, behavior)

3. **Budget allocation and pacing**:
   - Monthly budget allocation by channel and campaign
   - Daily spend pacing (even vs front-loaded vs event-driven)
   - Bid strategy by objective (max conversions, target CPA, target ROAS)
   - Budget reallocation flexibility (monthly channel shift)
   - Contingency budget for opportunistic spending

### 2. Campaign Setup & Launch

1. **Campaign architecture**:
   - Campaign → Ad Group → Keyword/Creative hierarchy
   - Campaign structure by product, audience, geography, or funnel stage
   - Naming convention standardization across all campaigns
   - Campaign objectives and KPIs definition
   - Conversion tracking setup and validation

2. **Keyword research and targeting (Search)**:
   - Keyword research: search volume, CPC, competition, intent classification
   - Keyword match types: exact, phrase, broad, modified broad
   - Negative keyword list development and maintenance
   - Search query report review (weekly) for new negatives and opportunities
   - Keyword grouping by theme and intent for ad relevance

3. **Ad creative development**:
   - Ad copywriting: headline, description, display URL, extensions
   - Visual creative: images, video, carousel, interactive
   - A/B creative variants per ad group (minimum 2-3)
   - Creative testing framework (headline, image, CTA, format)
   - Brand guidelines compliance review
   - Platform-specific creative specifications

4. **Landing page alignment**:
   - Message match between ad creative and landing page
   - Landing page optimization for conversion
   - Mobile-responsive design
   - Load speed optimization (<3 seconds)
   - Clear CTA and form optimization

### 3. Campaign Optimization

1. **Bid management and optimization**:
   - Manual vs automated bid strategies (evaluation and selection)
   - Bid adjustment by: device, location, time of day, audience
   - Target CPA/ROAS optimization with conversion tracking
   - Bid shading for auction-time optimization
   - Budget pacing adjustment and real-time monitoring

2. **Creative optimization**:
   - Creative performance analysis (CTR, CVR, CPA, engagement rate)
   - Champion/challenger testing framework
   - Dynamic creative optimization (DCO) for programmatic
   - Ad fatigue monitoring and creative refresh
   - Creative refresh cycle (every 4-6 weeks for sustained campaigns)

3. **Audience and targeting optimization**:
   - Audience performance analysis and segmentation refinement
   - Lookalike audience refresh and expansion
   - Frequency capping to prevent ad fatigue
   - Exclusion list management (current customers, irrelevant audiences)
   - Cross-channel audience overlap analysis

4. **Landing page and conversion optimization**:
   - Landing page A/B testing (headline, form, layout, CTA)
   - Conversion rate optimization (CRO) experiments
   - Form field optimization (length vs quality trade-off)
   - Exit-intent and re-engagement strategies
   - Multi-variate testing for high-traffic pages

### 4. Performance Measurement & Analysis

1. **Key metrics monitoring**:
   - Impressions, clicks, CTR, CPC (top of funnel)
   - Conversions, conversion rate, CPA, CPL (bottom of funnel)
   - ROAS, marketing ROI (revenue metrics)
   - View-through conversions and assisted conversions
   - Brand lift metrics (awareness, consideration, recall)

2. **Attribution analysis**:
   - Attribution model selection and implementation
   - Last-click vs multi-touch vs data-driven attribution
   - Cross-channel attribution (search + social + display)
   - Incrementality testing (geo-based holdouts, PSA testing)
   - Marketing mix modeling (MMM) for long-term planning

3. **Competitive intelligence**:
   - Share of voice and impression share monitoring
   - Competitive keyword and ad analysis
   - Auction insights and competitive overlap
   - Competitor landing page and offer analysis
   - Market benchmark comparison

### 5. Reporting & Strategic Adjustment

1. **Reporting cadence and deliverables**:
   - Weekly: tactical performance report, optimization actions
   - Monthly: comprehensive channel performance, budget review
   - Quarterly: strategic review, budget planning, channel assessment
   - Custom: campaign-specific reports, executive summaries
   - Real-time: dashboard for ongoing monitoring

2. **Budget planning and reallocation**:
   - Monthly budget performance review
   - Channel ROI comparison and reallocation decisions
   - Seasonal and event-based budget adjustment
   - Forecast modeling based on historical performance
   - Annual media plan development

## Templates & Frameworks

### Campaign Performance Scorecard

```
DIGITAL ADVERTISING SCORECARD — April 2025
===========================================

OVERALL PERFORMANCE:
  Total ad spend: $187,000
  Total impressions: 12.4M
  Total clicks: 142,000
  Total conversions: 1,847
  Overall ROAS: 3.8x (target: >3.0x ✓)
  Overall CPA: $101 (target: <$120 ✓)

CHANNEL BREAKDOWN:
  Google Search:     Spend $67K | CPC $2.34 | Conv 847 | CPA $79  | ROAS 5.2x ✓
  Google Display:    Spend $32K | CPM $8.45 | Conv 234 | CPA $137 | ROAS 2.1x ⚠
  LinkedIn Ads:      Spend $45K | CPC $6.78 | Conv 312 | CPA $144 | ROAS 2.8x ⚠
  Meta Ads:         Spend $28K | CPC $1.23 | Conv 267 | CPA $105 | ROAS 3.4x ✓
  YouTube/Video:    Spend $15K | CPV $0.08 | Conv 87  | CPA $172 | ROAS 1.9x ⚠

OPTIMIZATION ACTIONS (THIS WEEK):
  ✓ Increased Google Search budget by 15% (high ROAS)
  ✓ Refreshed LinkedIn ad creative (CTR below benchmark)
  ✓ Added 47 negative keywords to search campaigns
  ⚠ YouTube CPA above target — reducing daily budget by 20%
  ⚠ Display impression share declining — testing new placements

CREATIVE PERFORMANCE:
  Top performing creative: "ROI Calculator" video — CTR 3.2%, CVR 8.7%
  Worst performing: "Product Features" carousel — CTR 0.8%, CVR 2.1%
  Active A/B tests: 7
  Tests with statistical significance: 3

BUDGET PACING:
  Month-to-date spend: 67% (on pace ✓)
  Remaining budget: $61,900
  Days remaining: 14
  Daily spend target: $4,421
```

### Ad Creative Testing Matrix

```
CREATIVE TESTING FRAMEWORK
===========================

TEST DIMENSIONS:
  1. Headline: Benefit-driven vs Feature-driven vs Question-based
  2. Visual: Product photo vs Lifestyle image vs Data visualization
  3. CTA: "Get Started" vs "Learn More" vs "Free Trial"
  4. Format: Single image vs Carousel vs Video
  5. Social proof: Testimonial vs Statistic vs Award badge

TESTING PROTOCOL:
  - Run 2-4 tests simultaneously per channel
  - Minimum sample size: 1,000 impressions per variant
  - Statistical significance threshold: 95% confidence
  - Test duration: 7-14 days minimum
  - Winner implementation: scale budget to winning variant
  - Continuous testing: new test launched weekly

CHAMPION-CHALLENGER METHOD:
  Champion: Current best-performing creative (60% of budget)
  Challenger 1: Variant testing new headline (20% of budget)
  Challenger 2: Variant testing new visual (20% of budget)
  Review: Weekly — rotate winner to champion if statistically significant
```

## Integration Points

- Ad platforms (Google Ads, Microsoft Advertising, LinkedIn Campaign Manager, Meta Ads Manager): Campaign execution
- Programmatic platforms (The Trade Desk, DV360, TTD): Programmatic buying
- DMP/CDP (BlueKai, Segment, Tealium): Audience segmentation and targeting
- Analytics platforms (Google Analytics, Adobe Analytics): Conversion tracking, attribution
- Creative management platforms (Google Studio, Celtra, Revcontent): Creative production
- BI/reporting tools (Looker Studio, Tableau, Datorama): Performance reporting
- CRM platforms: Customer list targeting, conversion data sync
- Attribution platforms (AppsFlyer, Triple Whale, Northbeam): Multi-touch attribution

## Edge Cases

- **Cookie deprecation and privacy regulations**: Shift to first-party data strategies; server-side conversion tracking; contextual targeting; privacy-compliant measurement
- **Budget constraints**: Focus on highest-ROI channels; pause underperforming campaigns; leverage retargeting (lower CPA); concentrate on bottom-funnel high-intent keywords
- **Brand safety concerns**: Implement brand safety filters; negative keyword and placement lists; third-party brand safety tools; regular placement review
- **Seasonal fluctuations**: Pre-plan seasonal budget increases; prepare creative in advance; adjust bidding strategies for peak periods; post-season analysis
- **New product/unknown market**: Start with broad exploration campaigns; test multiple audiences; invest in conversion tracking infrastructure before scaling

## Output

### Digital Advertising Dashboard

```
PAID MEDIA DASHBOARD — Real-Time
==================================

TODAY'S SPEND:
  Total spent: $6,234 (on pace ✓)
  By channel: Search: $2,847 | Social: $1,923 | Display: $923 | Video: $541
  Remaining daily budget: $589

PERFORMANCE TODAY:
  Impressions: 423,000
  Clicks: 5,234
  CTR: 1.24%
  Conversions: 87
  CPA: $71.65
  Estimated ROAS: 4.1x

BID STATUS:
  Auction winning rate: 34.2%
  Impression share: 67%
  Top of page impression share: 42%
  Avg CPC vs target: $2.34 vs $2.50 ✓

ALERTS:
  🔴 LinkedIn CPA $189 (target: <$150) — budget reduction triggered
  ⚠ Google Search impression share dropped 5% — bid increase recommended
  ✓ Meta ROAS 4.2x (above target) — budget increase recommended
  ⚠ Creative "Summer Sale" approaching fatigue — refresh scheduled

MONTHLY PROJECTIONS:
  Projected total spend: $189,000 (within budget ✓)
  Projected conversions: 1,923 (above target ✓)
  Projected CPA: $98 (below target ✓)
  Projected ROAS: 3.9x (above target ✓)
```

## Trigger Phrases

"digital advertising", "paid ads", "PPC", "Google Ads", "LinkedIn Ads", "paid social", "programmatic", "retargeting", "ad spend", "cost per acquisition", "CPA", "ROAS", "ad creative", "campaign optimization", "media buying", "bid management", "attribution", "ad fatigue"