referral-program

Design referral and affiliate programs with Python ROI calculations.

2|Updated Mar 13, 2026

Search Tags:#customer acquisition #growth hacking #referral program #affiliate marketing #incentive design #viral loop

Ready to run

npx skills add https://github.com/zhangzhang-111-i/claude-skills111 --skill referral-program-zhangzhang-111-i

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: referral-program
Source: https://github.com/zhangzhang-111-i/claude-skills111/tree/main/marketing-skill/referral-program
Command: npx skills add https://github.com/zhangzhang-111-i/claude-skills111 --skill referral-program-zhangzhang-111-i

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires referral_roi_calculator.py, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users design, launch, and optimize referral or affiliate programs to drive customer acquisition and growth.

Core Features & Use Cases

Program Design: Define referral loops, incentive structures, and trigger moments.
Optimization: Audit existing programs and identify weak points for improvement.
Affiliate Launch: Guide users through setting up and launching affiliate marketing initiatives.
Use Case: A SaaS company wants to increase sign-ups by leveraging its existing user base. This Skill will help them design a double-sided referral program with clear incentives and trigger points.

Quick Start

Use the referral-program skill to design a new customer referral program.

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 effective incentive structures?▼

To design a referral program, define the viral loop mechanics, establish double-sided incentive structures, and identify optimal trigger moments for sharing. This framework ensures your customer-to-customer referrals drive measurable user acquisition and growth.

What is the best way to calculate ROI for an affiliate marketing program?▼

The best way to calculate referral ROI is using Python data modeling scripts to quantify acquisition costs against incentive payouts. This measurement framework evaluates the financial viability and viral loop efficiency of your affiliate marketing initiatives.

Can I use this to audit and optimize an existing customer acquisition program?▼

Yes, you can audit and optimize existing customer referral programs by identifying weak points in the current share mechanics and trigger moments. This allows you to adjust incentive designs and improve the overall viral loop performance.

How do I launch an affiliate marketing initiative for a SaaS company?▼

To launch an affiliate marketing initiative for a SaaS company, set up external partnership mechanics, define affiliate incentives, and establish measurement frameworks. This guides you through leveraging external partners to increase sign-ups.

When should I not use a double-sided referral program for growth hacking?▼

You should not use a double-sided referral program if your customer acquisition margins cannot support double-sided incentive payouts, or if your product lacks clear trigger moments for share mechanics. ROI calculation scripts help identify these financial limitations.