亚马逊竞品流量攻防智能分析

核心能力

自动发现竞品 → 流量结构分析 → 弱点挖掘 → 攻击矩阵生成
全自动情报获取 → 智能攻防策略 → 可执行投放方案

用户交互（极简）

输入（2个参数）

必需:
  keyword: "women active shorts"  # 品类关键词
  my_price: 32.0                  # 我的产品售价

可选:
  my_margin: 0.30                 # 毛利率（默认30%）

输出

竞品流量攻防完整方案
├── 竞品情报（自动发现Top 5）
├── 流量结构分析
├── 关键词攻防矩阵
├── 竞品弱点地图
├── 攻击矩阵（P0/P1/P2）
└── 预算与ROI方案

分析流程

Step 1: 自动发现竞品（30秒）

系统自动：

# 1. 获取竞品列表
competitors = data_layer.get_competitor_lookup(keyword)

# 2. 筛选Top 5（按销量/相关性）
top_competitors = filter_top_competitors(competitors, n=5)

# 3. 并行获取详细情报
with ThreadPoolExecutor(max_workers=5) as executor:
    for asin in top_competitors:
        executor.submit(data_layer.get_complete_competitor_intelligence, asin)

输出示例：

[Auto-Discover Competitors] 30 seconds

Found 5 core competitors for "women active shorts":

1. ASIN: B071WV2SRC (CRZ YOGA)
   Sales: ~3,200/month | Price: $28.99 | Rating: 4.5
   Traffic Keywords: 15 | Weakness: No brand ads [WARNING]

2. ASIN: B08KHQY9DV (BALEAF)
   Sales: ~2,800/month | Price: $25.99 | Rating: 4.2
   Traffic Keywords: 22 | Weakness: Low rating, many bad reviews [WARNING]

3. ASIN: B0CBCWHC6P (New Brand)
   Sales: ~1,500/month | Price: $32.99 | Rating: 4.6
   Traffic Keywords: 8 | Weakness: Few keywords, under-promoted [WARNING]

[View Details] [Adjust Range] [Add Custom ASIN]

Step 2: 流量结构全景（1分钟）

分析每个竞品的流量来源：

[Traffic Structure Analysis]

                    CompA    CompB    CompC    Market Avg
Organic Search  ████████ 45%    ██████ 35%   ████ 20%    35%
SP Ads          ████ 20%        ████████ 40%  ██ 10%     25%
Brand Ads       ██ 10%          ████ 20%     █ 5%        12%
Video Ads       █ 5%            ██ 10%       █ 5%        7%
AC Recommended  ████ 15%        ████ 15%     ████████ 50% 18%
Other           ███ 5%          ██ 5%        ██ 10%      8%

Insights:
• CompA: Relies on organic, low ad spend → Opportunity: Increase ads to steal traffic
• CompB: SP ads 40% → Learn their keyword strategy
• CompC: AC 50% → High conversion, focus target

Step 3: 关键词攻防矩阵（2分钟）

[Keyword Battle Matrix] Top 50 Keywords

High-Value Attack Targets (Competitors have but weak coverage):
┌─────────────────────┬──────────┬────────┬─────────┬──────────┐
│ Keyword             │ Volume   │ CompA  │ CompB   │ Action   │
├─────────────────────┼──────────┼────────┼─────────┼──────────┤
│ quick dry shorts    │ 12,500   │ [P3]   │ [X]     │ [ATTACK] │
│ athletic shorts women│ 8,900   │ [P5]   │ [P8]    │ [ATTACK] │
│ yoga shorts pocket  │ 5,600    │ [X]    │ [X]     │ [ATTACK] │
│ running shorts 5 inch│ 4,200   │ [P12]  │ [X]     │ [ATTACK] │
└─────────────────────┴──────────┴────────┴─────────┴──────────┘

Your Advantage Keywords (No competitor coverage):
• "anti-chafe shorts" - Volume 2,100, no competitors [CHECK]
• "high waist workout" - Volume 1,800, only 1 competitor [CHECK]