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marketing-paid-advertising

Paid advertising strategy for Google, Meta, TikTok, LinkedIn - campaign structure, bidding, audiences, creative, measurement, budget allocation, unit economics (CAC/LTV), revenue attribution, incrementality, payback period, and sales alignment.

personAuthor: jakexiaohubgithub
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PAID ADVERTISING — ACQUISITION OS (OPERATIONAL)

No-fluff execution skill for paid acquisition across Google, Meta, TikTok, LinkedIn.

References: Google Ads, Meta Business, TikTok Ads, LinkedIn Campaign Manager

Modern Best Practices (January 2026)

  • Algorithmic buying wins when you provide strong signals: clean conversion events, value, and enough volume per campaign to learn.
  • Creative is the main lever on social: plan for volume and refresh cadence; treat creative like a product pipeline.
  • Default measurement: server-side signals where possible (Enhanced Conversions / Conversions API / Events API), consistent UTMs, and closed-loop revenue in CRM.
  • Use attribution as directional; use incrementality tests to answer budget questions (geo-lift/holdouts) when stakes are high.
  • Optimize to profit and payback (not just CPL/ROAS) when margins, refunds, or LTV vary materially.
  • Compliance is non-negotiable: platform policies, privacy consent, and avoiding sensitive targeting/claims.

When to Use

  • New campaigns: structure, audiences, bidding, creative
  • Scaling spend: budget allocation, ROAS targets
  • Platform selection: which channels for which goals
  • Unit economics: CAC/LTV modeling, payback period
  • Revenue attribution: multi-touch, incrementality

When NOT to Use

| Scenario | Use Instead | |----------|-------------| | Organic social | marketing-social-media | | SEO/content | marketing-seo-complete | | Landing pages | marketing-cro |

Quick Start (What I Need From You)

  • Goal: revenue, pipeline, leads, trials, purchases (pick 1 primary)
  • ICP/offer: who, pain, positioning, price/ACV, gross margin, refund rate (if relevant)
  • Geo/language + budget horizon (test budget + monthly cap)
  • Tracking: conversion events + where they’re recorded (GA4, CRM, Shopify, app DB), attribution window expectations
  • Constraints: creative/brand limits, compliance constraints, sales capacity + SLAs (B2B)

If unknown, start with assumptions and label them; then validate with data in week 1.

Platform Selection

| Platform | Best For | Typical Cost (Relative) | |----------|----------|--------------------------| | Google Search | High intent capture | Medium | | Meta | Efficient demand creation + retargeting | Low–Medium | | LinkedIn | B2B precision, ABM | High | | TikTok | Low-cost reach + creative velocity | Low |

Note: Costs vary massively by industry, geo, offer, tracking quality, and seasonality. Use as directional only.

Decision Tree

HIGH INTENT?
├─ YES → Google Search (always include)
└─ NO → What's your goal?
    ├─ Awareness → Meta, TikTok, YouTube
    ├─ B2B/Enterprise → LinkedIn, Google
    └─ E-commerce → Meta, Google Shopping

Measurement & Tracking (2026 Default)

Minimum viable measurement before scaling:

  • Conversion events defined (lead, SQL, purchase, subscription) with dedupe and clear “source of truth”
  • UTMs standardized across every platform
  • Server-side signals where feasible:
    • Google: Enhanced Conversions + offline conversion imports (B2B)
    • Meta: Pixel + Conversions API
    • TikTok: Pixel + Events API
    • LinkedIn: Insight Tag + offline conversions (when available)
  • Reporting views: spend → conversions → revenue/pipeline (weekly), incrementality tests (quarterly or when budgets materially change)

For deep dives: references/revenue-attribution-guide.md, references/sales-alignment-guide.md.

Campaign Structure

Google Ads

├─ Campaign: Brand (Search)
├─ Campaign: Non-Brand (Search)
├─ Campaign: Retargeting (Display)
└─ Campaign: Performance Max

Meta Ads

├─ Campaign: Prospecting
│   ├─ Ad Set: Lookalike 1%
│   └─ Ad Set: Broad (Advantage+)
├─ Campaign: Retargeting
└─ Campaign: Testing

Bidding Strategy

| Strategy | When to Use | |----------|-------------| | Manual CPC | <50 conversions/month | | Target CPA | 50-100 conversions | | Target ROAS | >100 conversions |

Budget Allocation

| Stage | % of Budget | |-------|-------------| | Brand | 10-20% | | Prospecting | 40-60% | | Retargeting | 20-30% | | Testing | 10-15% |

Unit Economics

| LTV:CAC | Status | Action | |---------|--------|--------| | < 1:1 | Losing money | Stop spending | | 3:1 | Healthy | Maintain/scale | | > 5:1 | Under-investing | Scale aggressively |

Payback Targets:

  • B2C SaaS: < 6 months
  • B2B SaaS: < 12 months
  • E-commerce: < 3 months

Decision Tree (Triage)

CPL too high?
├─ Check audience size
├─ Check creative CTR (<1% = new creative)
├─ Check landing page CVR (<2% = landing issue)
└─ Check bid strategy

ROAS below target?
├─ Check conversion tracking
├─ Check audience quality
└─ Check offer strength

Metrics

| Metric | Target | |--------|--------| | CTR | >1% (creative health) | | CVR | >2% (landing health) | | Frequency | <3 (fatigue) | | Quality Score | >6 (Google) |

Anti-Patterns

  • Changing bids daily → Wait 2-4 weeks
  • Too many audiences → Use 3-5 max
  • Single creative → Use 3-5 variants
  • No negative keywords → Build weekly

Resources

| Resource | Purpose | |----------|---------| | data/sources.json | Authoritative sources (platform docs, measurement, privacy) | | references/google-ads-guide.md | Google specifics | | references/meta-ads-guide.md | Meta specifics | | references/tiktok-ads-guide.md | TikTok specifics | | references/linkedin-ads-guide.md | LinkedIn specifics | | references/unit-economics-guide.md | CAC/LTV deep dive | | references/revenue-attribution-guide.md | Attribution models | | references/sales-alignment-guide.md | Pipeline + CRM alignment | | references/operational-sops.md | Weekly/monthly SOPs |

Templates

| Template | Purpose | |----------|---------| | assets/campaign-structure.md | Campaign hierarchy | | assets/budget-allocation.md | Budget planning | | assets/unit-economics-calculator.md | CAC/LTV calculator | | assets/creative-brief.md | Ad creative spec | | assets/google-rsa-asset-pack.md | RSA copy + asset pack | | assets/creative-test-plan.md | Creative testing cadence | | assets/performance-review.md | Weekly/monthly review doc |

International Markets

This skill covers US-centric platforms. For regional advertising:

| Need | See Skill | |------|-----------| | China platforms (Baidu, WeChat, Douyin) | marketing-geo-localization | | Japan/Korea (Yahoo Japan, Naver, Kakao) | marketing-geo-localization | | Russia/CIS (Yandex, VK) | marketing-geo-localization | | Regional CAC benchmarks | marketing-geo-localization |

Tip: If your query mentions regional platforms or specific countries, also use marketing-geo-localization.

Related Skills

| Skill | Purpose | |-------|---------| | marketing-geo-localization | International markets | | marketing-leads-generation | Lead capture | | marketing-cro | Landing optimization | | startup-go-to-market | Channel strategy |