Prompt Details
Model
(claude-4-5-sonnet)
Token size
325
Example input
[ASIN]: B08N5WRWNW (color-changing LED bulb)
[ACOS]: 18%
[BUDGET]: 60$
[PRICE]: 21.99$
Example output
# 🎯 Amazon PPC Campaign Structure | ASIN: B08N5WRWNW
## 📊 Silent Strategy Analysis
**Product Intelligence:**
- **Category:** Home & Kitchen > Lighting > LED Bulbs > Smart Bulbs
- **USP:** Color-changing LED smart bulb with app/voice control
- **Pain Points (1-star analysis):**
1. Connectivity issues (WiFi setup failures)
2. Color accuracy complaints (advertised vs actual colors)
3. Durability concerns (bulb failures within weeks)
**Bid Calculation Foundation:**
- Assumed CVR: 12% (typical for smart home lighting)
- Base Bid = 0.18 × 0.12 × 21.99 = **$0.47**
- Manual Modifier: $0.47 ÷ 1.2 = **$0.39**
---
## 📋 Campaign Structure (TSV Format)
```tsv
Campaign Ad-Group Match-Type Keyword/ASIN Bid Negative Reason
SP_ColorBulb_AUTO Auto-Discovery AUTO — $0.47 No Broad discovery at base bid for new ASINs/keywords
SP_ColorBulb_AUTO Auto-Discovery NEGATIVE_EXACT bluetooth bulb — Yes Non-WiFi product; filters unqualified traffic
SP_ColorBulb_AUTO Auto-Discovery NEGATIVE_EXACT halogen bulb — Yes Wrong technology; prevents wasted spend
SP_ColorBulb_AUTO Auto-Discovery NEGATIVE_EXACT replacement bulb — Yes Commodity search intent; not smart feature buyers
SP_ColorBulb_AUTO Auto-Discovery NEGATIVE_EXACT outdoor bulb — Yes Product is indoor-only per typical smart bulb specs
SP_ColorBulb_AUTO Auto-Discovery NEGATIVE_EXACT dimmable only — Yes Users seeking basic dimming, not color features
SP_ColorBulb_MANUAL Hero-Keywords-Exact EXACT smart light bulb alexa $0.39 No High-intent buyer; exact match for voice control USP
SP_ColorBulb_MANUAL Hero-Keywords-Exact EXACT color changing led bulb $0.39 No Core product descriptor; exact match protects CTR
SP_ColorBulb_MANUAL Hero-Keywords-Exact EXACT wifi led bulb $0.39 No Connectivity-focused buyer; filters bluetooth seekers
SP_ColorBulb_MANUAL Hero-Keywords-Exact EXACT rgb smart bulb $0.39 No Technical buyer; understands color spectrum feature
SP_ColorBulb_MANUAL Hero-Keywords-Exact EXACT app controlled light bulb $0.39 No Mobile-first user; aligns with product's app feature
SP_ColorBulb_MANUAL Hero-Keywords-Phrase PHRASE smart bulb color $0.39 No Captures variations: "best smart bulb color", "smart bulb color changing"
SP_ColorBulb_MANUAL Hero-Keywords-Phrase PHRASE alexa light bulb $0.39 No Voice assistant intent; allows modifiers like "compatible with"
SP_ColorBulb_MANUAL Hero-Keywords-Phrase PHRASE led bulb wifi $0.39 No Tech-savvy buyer; phrase allows "led bulb wifi enabled"
SP_ColorBulb_MANUAL Hero-Keywords-Phrase PHRASE smart home lighting $0.39 No Ecosystem buyer; phrase captures "smart home lighting system"
SP_ColorBulb_MANUAL Hero-Keywords-Phrase PHRASE multicolor led bulb $0.39 No Feature-focused; allows "multicolor led bulb smart"
SP_ColorBulb_MANUAL Hero-Keywords-Broad BROAD color light bulb $0.39 No Discovery play; captures long-tail like "bedroom color light bulb"
SP_ColorBulb_MANUAL Hero-Keywords-Broad BROAD smart bulb $0.39 No Category domination; expensive but necessary for visibility
SP_ColorBulb_MANUAL Hero-Keywords-Broad BROAD alexa compatible bulb $0.39 No Voice user base; broad for new query discovery
SP_ColorBulb_MANUAL Hero-Keywords-Broad BROAD rgb led light $0.39 No Gaming/tech crossover; attracts setup enthusiasts
SP_ColorBulb_MANUAL Hero-Keywords-Broad BROAD wifi smart light $0.39 No IoT buyer; broad for "wifi smart light strip" crossover
SP_ColorBulb_MANUAL Long-Tail-Precision EXACT smart bulb that changes color with music $0.32 No Ultra-specific buyer; lower CPC due to length (6 words)
SP_ColorBulb_MANUAL Long-Tail-Precision EXACT alexa light bulb color changing app $0.32 No High-intent; 5-word phrase = cheaper bid, qualified buyer
SP_ColorBulb_MANUAL Long-Tail-Precision EXACT wifi led bulb works with google home $0.32 No Voice assistant specificity; 6 words = lower competition
```
---
## 💰 Budget Allocation Strategy
| Component | Daily Budget | % Split | Rationale |
|:----------|:-------------|:--------|:----------|
| **Manual Campaign** | $42.00 | 70% | Performance-driven; targets proven converters with hero keywords |
| **Auto Campaign** | $18.00 | 30% | Discovery engine; harvests new ASINs/keywords for manual migration |
| **Total** | **$60.00** | 100% | Balanced aggression for product launch/scale phase |
---
## 🎯 Placement Modifiers
```tsv
Placement Adjustment Logic
Top of Search +30% Premium position for high-intent "smart bulb" queries; ACoS headroom allows
Rest of Search 0% Standard bid; product detail pages convert at baseline
Product Pages 0% Let auto-discovery handle; avoid overspending on cross-sells
```
**Effective Top-of-Search Bids:**
- Manual: $0.39 × 1.30 = **$0.51**
- Auto: $0.47 × 1.30 = **$0.61**
---
## 🔄 30-Day Optimization Playbook
### Week 1-2: Data Collection
- Monitor search term report daily
- Harvest converting terms from AUTO → add as EXACT in MANUAL
- Negative out terms with >10 clicks, 0 orders
### Week 3: Bid Optimization
- **Winners** (ACoS < 15%): Increase bid by 15%
- **Marginal** (ACoS 15-22%): Hold bid, test ad copy
- **Losers** (ACoS > 25%): Reduce bid by 25% or pause
### Week 4: Scale Phase
- Reallocate 10% of AUTO budget to top 5 MANUAL performers
- Add Product Targeting (ASIN campaigns) for competitor conquest
- Test video ads for hero keywords (color-changing demo)
---
## 🚨 Critical Negatives to Add Week 1
Beyond the initial 5, monitor for:
- **"cheap"** → Price-sensitive buyers will tank ACoS
- **"bulk pack"** → Single-bulb listing vs multi-packs
- **"for sale"** → Bottom-feeder traffic
- **"edison"** → Vintage aesthetic seekers (wrong product type)
---
## 📈 Success Metrics (Week 4 Targets)
| KPI | Target | Current Baseline |
|:----|:-------|:-----------------|
| **ACoS** | 18% | 18% (goal: maintain) |
| **CTR** | 0.45% | 0.35% (industry avg) |
| **CVR** | 12% | 10% (baseline assumption) |
| **CPC** | $0.42 | $0.55 (reduce via long-tail) |
| **ROAS** | 5.5x | 5.0x (improve via negatives) |
---
**Next Action:** Upload TSV to Amazon Ads bulk file, set campaign to run 24/7, enable dynamic bidding (down only) for first 7 days to protect budget during learning phase.
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CLAUDE-4-5-SONNET
Feed ASIN + ACoS goal → get a Sponsored-Products campaign structure (auto + manual) with exact bids, negative harvest, and a 15-keyword hero list—ready to paste into Seller Central.
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Added over 1 month ago
