referral-programs
GitHub用于设计、优化或诊断推荐及联盟营销计划,涵盖激励机制、流程机制、防欺诈策略及效果评估。适用于构建新计划、解决低效问题或判断渠道可行性。
Trigger Scenarios
Install
npx skills add cbrock84/headcount --skill referral-programs -g -y
SKILL.md
Frontmatter
{
"name": "referral-programs",
"description": "Designs and improves referral, affiliate, and word-of-mouth programs — incentive structure, mechanics, timing, and fraud control. Use this to build a referral or affiliate program, diagnose one that is not producing, decide what incentive to offer, or judge whether referral is a realistic channel for a product."
}
Referral programs
Qualify the channel first
Referral programs amplify existing word of mouth. They do not create it.
If customers are not already recommending you unprompted, a program will not produce them — it will produce incentive-motivated signups that churn. Check first: is anyone referring today, and what do they say when they do?
Incentive design
- Two-sided beats one-sided in most cases. It gives the referrer something to offer rather than something to gain, which removes the awkwardness that stops most referrals.
- Match the reward to the product's value, not to a round number. Account credit usually outperforms cash, and costs less.
- Reward the outcome you want. Paying on signup buys signups; paying on a retained, activated customer buys customers.
- Cash rewards attract fraud, and fraud scales faster than the program does. Budget for detection before launch, not after.
Mechanics
The referral has to be effortless at the moment of enthusiasm, which means the ask must appear right after a success moment — not in a settings page nobody visits.
- One-click share with pre-written text the referrer can edit.
- A link that works everywhere and survives being pasted into any app.
- Visible status: who was invited, what stage they reached, what has been earned. Ambiguity kills repeat referrals.
- The referred person's experience must be better than a normal signup. Landing them on the generic homepage wastes the introduction.
Fraud control
Self-referral, disposable accounts, and coordinated rings. Minimum viable controls: reward only on a qualifying event well past signup, hold a payout window, deduplicate on payment method and device, and cap per-referrer volume pending review.
Affiliates are a different program
Affiliates are a paid channel with commercial terms, not enthusiastic customers. They need attribution rules, cookie windows, prohibited-methods terms — brand bidding and coupon-site behavior in particular — and monitoring. Run without terms and you will pay commission on customers you already had.
Measuring
Track referred-customer retention against baseline. If referred customers retain worse, the incentive is buying the wrong behavior and the program is losing money while appearing to work.
Never
- Launch referrals before the product retains. A referral program amplifies whatever is already there, churn included.
- Pay a reward before the referred account is real — activated, paid, and past the refund window.
- Ask for a referral in the same breath as an apology or an open support escalation.
- Run affiliates and customer referrals on the same terms. They attract different people and need different controls.
Version History
- d58a7ee Current 2026-09-02 21:10


