referral-program-building

为SaaS/数字产品构建推荐计划。涵盖奖励结构（双边、分级、多步骤）、平台选择（Rewardful、ReferralCandy、Viral Loops、FirstPromoter）、技术实施（跟踪、归属、API模式）、防欺诈措施、电子邮件模板以及KPI指标。可用于设计病毒式增长循环、实施朋友推荐功能或优化现有的推荐系统。

Referral Program Building

Build viral referral programs that drive 2-3x higher conversion rates with 37% better retention.

Quick Start

Define Program Type - Choose reward structure matching business model
Select Platform - Pick tool based on scale and integration needs
Implement Tracking - Set up attribution, fraud prevention, analytics
Launch & Optimize - Soft launch, measure KPIs, iterate

Core Principles

Two-Sided Rewards: Both referrer AND referee get incentives (68% higher participation)
Product Alignment: Use product as reward when possible (Dropbox model)
Integration: Embed in user workflow, not separate feature
Simplicity: Explain in 2-3 bullet points or it's too complex

References

Strategy & Design

Reward Structures - Incentive types, tiered rewards, real-world examples
Platform Selection - Rewardful vs ReferralCandy vs Viral Loops comparison

Implementation

Technical Guide - Database schema, API patterns, attribution
Fraud Prevention - Detection mechanisms, validation rules

Operations

Email Templates - Program intro, reminders, reward fulfillment
Metrics & KPIs - Participation rate, ROI, CLV tracking

Platform Quick Reference

| Platform | Best For | Price | Setup | |----------|----------|-------|-------| | Rewardful | SaaS subscriptions | $49/mo | 1 hour | | ReferralCandy | Ecommerce | $49/mo | 1-click | | Viral Loops | Custom campaigns | Custom | Visual builder | | FirstPromoter | Recurring commissions | Custom | Dashboard | | Voucherify | Enterprise API-first | Custom | API integration |

Key Metrics

Participation Rate: Target 5-9%
Referral Rate: Target 5-10% (avg 2.3%)
CAC via Referral: Should be 30-50% lower than other channels
Referred CLV: 16-25% higher than non-referred
Program ROI: Successful programs see 3:1 to 5:1

Case Study Insights

Dropbox (3900% Growth):

Product-aligned reward (500MB storage)
Integrated into onboarding step 6
Both parties benefit equally

PayPal (100M Users):

$20+$20 aggressive cash incentives
Aligned with payment product
7-10% daily growth rate

Airbnb (900% YoY):

Altruistic messaging outperformed selfish
Mobile-first optimization
Data-driven A/B testing everything

Report Output

Activate: assets-organizing skill for report file paths

Referral reports go to assets/reports/performance/{date}-referral-program.md