AgentSkillsCN

Ppc Optimizer

PPC优化器

SKILL.md

Amazon PPC Optimizer

Analyze and optimize Amazon Sponsored Products, Sponsored Brands, and Sponsored Display campaigns to reduce ACOS and maximize profitable sales.

When to Use

  • Weekly campaign optimization (recommended)
  • When ACOS exceeds target threshold
  • After launching new products
  • Before/during peak seasons
  • When scaling ad spend

Inputs Required

InputSourceRequired
Campaign data exportSeller Central → Advertising Reports
Target ACOSBusiness decision
Product marginsSellerboard/internal data
Search term reportLast 30-60 days
Competitor ASINsFor product targetingOptional

Optimization Workflow

Step 1: Pull Campaign Data

Export from Seller Central → Advertising → Reports:

  • Sponsored Products Search Term Report (60 days)
  • Sponsored Products Campaign Report (60 days)
  • Targeting Report (for product targeting campaigns)

Key metrics to extract:

code
Campaign Name | Ad Group | Targeting | Match Type | Impressions | 
Clicks | Spend | Sales | Orders | ACOS | CPC | CVR

Step 2: Analyze ACOS by Campaign/Ad Group

Categorize Campaigns:

ACOS RangeCategoryAction
0-15%🟢 WinnersScale budget +20-30%
15-25%🟡 PerformersMaintain, optimize bids
25-40%🟠 Break-evenReduce bids, tighten targeting
40%+🔴 LosersPause or restructure

GTSE Benchmark Targets:

Product CategoryTarget ACOSBreak-even ACOS
Cable Ties15%25%
Safety Equipment18%30%
Tools/Hardware20%35%

Step 3: Keyword Analysis

Identify High-Spend Low-Convert Keywords:

Filter search term report for:

code
Spend > £20 AND Orders = 0
OR
ACOS > 50% AND Spend > £10

Action Matrix:

ClicksOrdersACOSAction
20+0Add to negative (exact)
10-190Lower bid 30%, monitor
Any1+>50%Lower bid to target ACOS
Any3+<20%Increase bid, scale

GTSE Example - Cable Ties:

code
❌ Negative: "free cable ties", "cable ties near me", "cheap cable ties wholesale"
✅ Scale: "heavy duty cable ties 300mm", "black nylon zip ties", "industrial cable ties uk"

Step 4: Find Winning Keywords to Scale

Criteria for Winners:

  • 3+ orders in 30 days
  • ACOS below target
  • High relevance to product

Scaling Actions:

  1. Increase bid by 15-25%
  2. Add as exact match in dedicated campaign
  3. Create single-keyword ad group for top performers
  4. Increase daily budget on winning campaigns

Keyword Graduation Path:

code
Auto Campaign → Broad → Phrase → Exact (dedicated)

Step 5: Negative Keyword Strategy

Types of Negatives:

TypeUse WhenExample
Negative ExactSpecific term underperforms"cable ties 100mm" (we don't sell)
Negative PhraseCategory irrelevant"cable ties for hair"

Negative Keyword Sources:

  1. Search term report (high spend, no sales)
  2. Competitor brand names (unless targeting)
  3. Irrelevant use cases
  4. Wrong sizes/colors we don't offer
  5. B2C terms when targeting B2B

GTSE Negative List Template:

code
Campaign-Level Negatives:
- free, cheap, wholesale, bulk order, sample
- near me, amazon basics, [competitor brands]
- colors/sizes we don't stock

Product-Level Negatives:
- [specific wrong use cases]
- [wrong material searches]

Step 6: Budget Reallocation

Budget Optimization Formula:

code
New Budget = Current Spend × (Target ACOS / Current ACOS)

Reallocation Priority:

  1. Move budget FROM: Campaigns with ACOS > 40%
  2. Move budget TO: Campaigns with ACOS < 20% that are budget-limited

Signs Campaign Needs More Budget:

  • "Limited by budget" status
  • Impression share below 10%
  • Top of search impression share dropping
  • High CVR but low impressions

Output: Optimization Action Plan

markdown
# PPC Optimization Report

**Date Range Analyzed:** [Date] to [Date]
**Total Spend:** £X,XXX
**Total Sales:** £X,XXX
**Overall ACOS:** XX%
**Target ACOS:** XX%

## Executive Summary
- X campaigns above target ACOS (action needed)
- X keywords identified for negative
- X keywords identified for scaling
- Estimated savings: £XXX/month

## Immediate Actions (This Week)

### 🔴 Pause/Reduce (High ACOS)
| Campaign | Current ACOS | Spend | Action |
|----------|--------------|-------|--------|
| [Name] | XX% | £XX | Reduce bid 30% |

### ➕ Add Negatives
| Keyword | Campaign | Spend | Orders | Action |
|---------|----------|-------|--------|--------|
| [term] | [camp] | £XX | 0 | Negative exact |

### 📈 Scale Winners
| Keyword | Campaign | ACOS | Orders | Action |
|---------|----------|------|--------|--------|
| [term] | [camp] | X% | XX | +25% bid, +budget |

## Budget Reallocation
| From Campaign | To Campaign | Amount |
|---------------|-------------|--------|
| [Low performer] | [High performer] | £XX/day |

## 30-Day Targets
- Reduce overall ACOS from XX% to XX%
- Increase profitable sales by XX%
- Reduce wasted spend by £XXX

Campaign Structure Best Practices

Recommended Structure for GTSE:

code
├── SP - [Product] - Auto
│   └── Single ad group, all match types
├── SP - [Product] - Research (Broad/Phrase)
│   └── Keyword harvesting from auto
├── SP - [Product] - Performance (Exact)
│   └── Graduated winners only
├── SP - [Product] - Product Targeting
│   └── Competitor ASINs
└── SB - [Category] - Brand Headline
    └── Brand awareness, category terms

Bid Strategy by Campaign Type:

Campaign TypeBid StrategyAdjustment
Auto DiscoveryDown only-20% product pages
ResearchDynamic bids+10% top of search
PerformanceFixed bids+30% top of search
Brand DefenseDynamic up/down+50% top of search

Tools Used

  • Seller Central Advertising Console: Campaign management
  • Helium10 Adtomic: Automated optimization rules
  • DataDive: Competitor bid analysis
  • Sellerboard: True profit after ad spend

Related Skills