Quy trình upload chuẩn 7 bước
- Export CRM CSV: email, phone, first_name, last_name, country
- Normalize: email lowercase + trim; phone -> E.164 (+84xxx); name lowercase
- Hash SHA-256 từng field
- Tạo CSV mới chứa hashed values (Google Ads template format)
- Vào Google Ads → Tools → Audience manager → Segments → New → Customer list → Upload CSV
- Đợi 24-72h Google match. Match rate hiển thị ở segment detail
- Add segment vào campaign (observation mode trước, targeting mode sau khi verify hiệu quả)
5 use case ROI cao
| Use case | Audience | ROI typical |
|---|---|---|
| Retarget churned | Customer 12-24m, không mua 6m | 4-8x |
| Upsell new customer | Customer 30d | 6-12x |
| Exclude paid | Customer 7d (negative) | tiết kiệm 15-25% budget |
| Lookalike | Top spender → Similar segment | 2-3x cold audience |
| Brand defense | All customers (negative trên competitor search) | protective |