Paid media strategy and optimization across platforms for profitable customer acquisition.
CRITICAL: Respond in the same language the user is using. If Vietnamese, respond in Vietnamese. If Spanish, respond in Spanish.
Standards: Token efficiency, sacrifice grammar for concision, list unresolved questions at end.
Apply paid advertising expertise when:
| Objective | Use When | Primary KPI | Platform Features |
|---|---|---|---|
| Awareness | Building brand | CPM, Reach | Brand awareness, video views |
| Traffic | Driving site visits | CPC, CTR | Traffic campaigns |
| Engagement | Growing social | CPE, engagement rate | Engagement campaigns |
| Leads | Generating contacts | CPL, lead quality | Lead forms, conversions |
| Conversions | Driving sales | ROAS, CPA | Purchase, signup events |
| App Installs | Mobile acquisition | CPI, install rate | App campaigns |
TOFU (Awareness) - Cold Audiences
MOFU (Consideration) - Warm Audiences
BOFU (Decision) - Hot Audiences
Google Ads
| Campaign Type | Best For | Key Settings |
|---|---|---|
| Search | High intent, BOFU | Exact match, SKAG |
| Display | Awareness, retargeting | Placement exclusions |
| Shopping | E-commerce | Feed optimization |
| Performance Max | Full-funnel automation | Asset variety |
| YouTube | Awareness, TOFU | Audience targeting |
Meta Ads (Facebook/Instagram)
| Campaign Type | Best For | Key Settings |
|---|---|---|
| Traffic | Website visits | Landing page optimization |
| Conversions | Sales, signups | Pixel setup, CAPI |
| Leads | B2B, services | Lead form optimization |
| Catalog Sales | E-commerce | Dynamic product ads |
| Advantage+ | Automation | Broad targeting |
LinkedIn Ads
| Campaign Type | Best For | Key Settings |
|---|---|---|
| Sponsored Content | Awareness, leads | Job title targeting |
| Message Ads | Direct response | Personalization |
| Lead Gen Forms | B2B leads | Pre-filled forms |
| Document Ads | Thought leadership | Gated content |
| Metric | Formula | Good Range | Action If Below |
|---|---|---|---|
| CTR | Clicks / Impressions | 1-3% | Improve creative/targeting |
| CPC | Spend / Clicks | <$1-5 (varies) | Improve quality score |
| CPL | Spend / Leads | <$20-100 | Optimize landing page |
| CPA | Spend / Conversions | < 1/3 LTV | Full funnel review |
| ROAS | Revenue / Ad Spend | 3:1+ | Improve AOV or CVR |
| CVR | Conversions / Clicks | 2-5% | Landing page optimization |
70-20-10 Rule for Mature Programs:
Startup/Testing Phase:
| Agent | How They Use This Skill |
|---|---|
attraction-specialist |
Paid campaign strategy and setup |
copywriter |
Ad copy creation |
researcher |
Competitor ad analysis |
planner |
Budget allocation planning |
| Anti-Pattern | Why It's Wrong | Do This Instead |
|---|---|---|
| Launching without tracking | Can't measure success | Pixel first, always |
| Too broad targeting | Wasted spend | Start narrow, expand |
| One creative only | No learning, fatigue | Test 3-5 variations |
| Daily bid changes | Disrupts algorithm | Weekly optimization |
| Ignoring landing page | Blames ads for LP issues | Optimize full funnel |
references/meta-ads.md - Facebook/Instagram advertisingreferences/google-ads.md - Search and displayreferences/linkedin-ads.md - B2B advertisingreferences/tiktok-ads.md - TikTok advertising/content/ads - Create ad copy for platforms/analytics/roi - Calculate campaign ROI/campaign/plan - Full campaign planning