Growth Hacking — Startup Growth Tactics & Viral Loops

Gingiris Growth Series | Battle-tested playbooks from 150+ AI startup consultations

📦 Install

clawhub install growth-hacking

What you get after installing:

• ICE scoring model for growth experiment prioritization
• 4 types of viral loop design with real examples (Canva, Dropbox, HeyGen)
• AARRR funnel tracking and retention engineering framework

What Is Growth Hacking?

Growth hacking is systematic, data-driven experimentation across the full funnel to find the most efficient paths to growth. It's not tricks — it's a framework for finding leverage.

The Growth Experiment Framework

ICE Scoring Model

Every growth idea gets scored before building:

• Impact (1-10): How much will this move the needle if it works?
• Confidence (1-10): How sure are we this will work?
• Ease (1-10): How easy/fast is it to implement?
• ICE Score = (I + C + E) / 3 — prioritize highest scores first

2-Week Sprint Structure

1. Day 1: Ideation session → 20+ growth ideas
2. Day 2: ICE scoring → top 5 experiments
3. Days 3-12: Build and run experiments (minimum 100 data points each)
4. Day 13-14: Analyze results, kill losers fast, double down on winners

Viral Loop Design

The 4 Types of Viral Loops

Viral Loop Implementation Checklist

• Identify natural sharing moment in product flow
• Reduce friction: 1-click share to major platforms
• Add value attribution: "Created with [Product]" watermark/badge
• Track viral coefficient (K-factor): K = invites_sent × conversion_rate

Target K > 0.5 first, then > 1.0 for true virality

Acquisition Channel Stack

Channel Prioritization Matrix

The Channel Stacking Formula

1. Foundation (months 1-3): SEO + 1 community channel
2. Amplification (months 3-6): Add referral program + 1 paid channel test
3. Scale (months 6-12): Double down on 2-3 proven channels

Activation Optimization

Finding Your Aha Moment

HeyGen case study: First AI video generated within 90 seconds of signup = 80% 30-day retention. Before optimizing to this, retention was 30%.

Framework:

1. Identify top 20% of retained users
2. Find the actions they took in first session that others didn't
3. That's your Aha moment — build your onboarding to get there faster

Activation Funnel Template

Signup → [Aha Moment] within [X minutes/actions]
         ↓
         Activation rate = users who hit Aha / total signups

Industry benchmarks:

• SaaS activation rate: 25-40% (good), 40%+ (excellent)
• Time to Aha: < 5 minutes (ideal), < 15 minutes (acceptable)

Retention Engineering

The Habit Loop Framework

Trigger → Action → Reward → Investment

For SaaS:

• Trigger: Daily digest email, notification, calendar event
• Action: Core product use (create report, sync data, etc.)
• Reward: Insight, saved time, accomplishment
• Investment: More data stored = more valuable = harder to leave

Re-engagement Sequences

Growth Metrics Dashboard

AARRR Framework

• Acquisition: CAC by channel, traffic by source
• Activation: % hitting Aha moment, time to first value
• Retention: D1/D7/D30 retention, cohort analysis, churn rate
• Revenue: MRR, ARR, ARPU, LTV, LTV:CAC ratio
• Referral: K-factor, viral coefficient, referral program conversion

North Star Metric Selection

Part of the Gingiris Growth Series — AI product growth playbooks for founders and PMs.