referral-program

Design referral and affiliate programs with incentive structures and measurement plans.

Updated Feb 21, 2026
One-click install
npx skills add https://github.com/lofty-thoughts/botdaddy --skill referral-program-lofty-thoughts
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: referral-program
Source: https://github.com/lofty-thoughts/botdaddy/tree/main/seed/skills/referral-program
Command: npx skills add https://github.com/lofty-thoughts/botdaddy --skill referral-program-lofty-thoughts

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Helps teams design, launch, and optimize referral and affiliate programs that convert existing customers and partners into predictable, cost-effective acquisition channels by defining incentive structures, share mechanics, and measurement frameworks.

Core Features & Use Cases

  • Program design: Choose between customer referral, affiliate, or hybrid models and define single-sided, double-sided, or tiered incentives tailored to LTV and CAC.
  • Optimization & measurement: Provide A/B test ideas, conversion funnel improvements, fraud prevention strategies, and key metrics like referral rate, viral coefficient, and program ROI.
  • Launch & enablement: Ready-to-run launch checklist, email sequences, affiliate enablement assets, and platform recommendations for tooling and integration.
  • Use Case: Design a double-sided referral program for a B2B SaaS that rewards both referrer and referee with one month free, estimate incentive sizing from LTV and gross margin, and set up attribution tracking.

Quick Start

Help me design a double-sided referral program for a B2B SaaS with a $1,200 LTV, 70% gross margin, and a $200 target CAC.

Frequently Asked Questions about referral-program

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I design a referral program with the right incentive structure for my B2B SaaS?

A double-sided referral program rewards both the referrer and the referee, such as offering one month free to both parties. This structure balances acquisition costs against LTV and gross margin, driving higher conversion rates than single-sided models by motivating both sides of the transaction.

What is the difference between an affiliate program and a customer referral program?

An affiliate program typically rewards external partners or influencers for driving leads, while a customer referral program incentivizes existing users to invite peers. The Skill helps define either or hybrid models, tailoring incentive structures and share mechanics to fit B2B or B2C acquisition strategies.

How do I measure and optimize the viral coefficient of my referral program?

Measure referral program success by tracking key metrics like referral rate, viral coefficient, and program ROI. Optimization involves running A/B tests on incentive structures and share mechanics, analyzing conversion funnels, and implementing fraud prevention strategies to maintain data integrity.

What should be included in a referral program launch checklist?

A referral program launch checklist should include ready-to-run email sequences, affiliate enablement assets, attribution tracking setup, and platform integration recommendations. It ensures all share mechanics and measurement frameworks are operational before scaling the acquisition channel.

Can I use this to calculate incentive sizing based on LTV and gross margin?

Yes, the Skill estimates incentive sizing by analyzing your LTV, gross margin, and target CAC. For example, with a $1,200 LTV and 70% gross margin, it calculates viable reward thresholds that maintain profitable acquisition costs for double-sided or tiered referral structures.

When should I not use a customer referral program for growth?

You should avoid referral programs when your customer LTV is too low to sustain incentive payouts, or when fraud mitigation costs exceed acquisition savings. If gross margins cannot absorb reward structures without skewing CAC, alternative viral marketing or direct acquisition channels may be more suitable.