Gtm-Product-Led-Growth
Gtm-Product-Led-Growth是一款testing方向的AI技能,核心价值是Build self-serve acquisition and expansion motions,可用于解决开发者在testing领域的实际问题,帮助用户提升效率、自动化重复任务或优化工作流。
Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth equations, or recognizing when product compl
mkdir -p ./skills/gtm-product-led-growth && curl -sfL https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-product-led-growth/SKILL.md -o ./skills/gtm-product-led-growth/SKILL.md Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# Product-Led Growth
Build self-serve acquisition and expansion motions. But first, figure out if PLG is even the right motion for your product.
When to Use
**Triggers:**
- "Should we build PLG or sales-led?"
- "How do we drive self-serve adoption?"
- "Freemium to paid conversion isn't working"
- "Developer-led adoption strategy"
- "Which growth channels should we invest in?"
- "How do I know if PLG will work?"
**Context:**
- Developer tools and platforms
- B2B SaaS with self-serve potential
- Products where value is obvious without demo
- Bottom-up adoption motions
- Growth channel prioritization
---
Core Frameworks
1. The PLG Reality Check (Test Before You Commit)
**What I Learned Running Both Motions in Parallel:**
Classic startup debate. PLG camp: "Developers want self-serve." Sales camp: "Enterprises need hand-holding." Instead of arguing, we tested both for 6 months. Same product, two GTM motions, tracked everything.
**The Results:**
PLG: High volume, low ACV (~$5K), fast time-to-revenue, higher churn. Sales-led: Lower volume, high ACV (~$50K), slower time-to-revenue, lower churn. **Sales won 10x on dollars despite 10x less volume.**
**Why:** Product complexity + buyer seniority = sales-led wins. The product required integration with existing infrastructure, change management across teams, and multi-stakeholder alignment. Developers loved self-serve. But they weren't the economic buyer.
**PLG works when:**
- Value is obvious in first 5 minutes
- Implementation is trivial
- Individual user gets value without team buy-in
- No procurement/legal hurdles
- Buyer = user
**Sales-led works when:**
- Product requires integration/setup
- Multiple stakeholders need alignment
- Buyer ≠ user
- Deal size justifies human touch
- Customer needs education to see value
**Before building PLG, test your motion. Don't assume PLG is better because it's trendy.** PLG is efficient at volume, but sales-led can be more profitable with complexity.
---
2. The Growth Equation (Map Inputs to Outputs)
**The Pattern:**
Growth compounds when you systematize the relationship between activities and user acquisition. Not "do more marketing" — map specific inputs to measurable outputs.
**How to Build Your Growth Equation:**
For each channel, define: Activity (input) → Traffic (output) → Conversions.
- **Organic Search:** 1 quality blog post → 400 users/month → 5% conversion = 20 new users
- **Paid Ads:** $1K spend at 8% conversion on 100K impressions = 8K clicks → conversions at X%
- **Community Events:** 1 event → 60 attendees → 35% conversion = 21 users
- **Referral:** 1 integration partner → N referred users → conversions at Y%
**Why This Matters:**
Once you validate the equation, scaling becomes math. "I need 200 more users next month" → "I need 10 more blog posts" or "I need $5K more ad spend." Without the equation, you're guessing.
**Testing the Equation:**
1. Start with hypothesis: "If I create X, it drives Y conversion"
2. Test with small sample: 1 blog post, measure actual conversion
3. Validate: Does reality match hypothesis?
4. Scale with confidence: If yes, increase input
5. Kill if not: 4 weeks of data is enough to decide
**Common Mistake:**
Guessing at conversion rates without testing. Assuming all users from the same channel are equal quality. Scaling before validating the equation.
---
3. Channel Economics (Kill Losers, Double Down on Winners)
**The Pattern:**
Every channel has economics. Without tracking them, you over-invest in losers and under-invest in winners.
**Track Per Channel:**
1. **CAC:** Total spend / new users
2. **Conversion rate:** Signups → paying
3. **Retention:** 30-day, 90-day by source
4. **LTV:** Revenue over customer lifetime, by channel
5. **Payback period:** How long to recoup CAC
**The Decision Framework:**
- CAC < (LTV × margin) → Scale aggressively
- CAC ≈ (LTV × margin) → Optimize, don't scale
- CAC > (LTV × margin) → Kill within 4 weeks
**Monthly channel revie
🎯 Best For
- UI designers
- Product designers
- Claude users
- GitHub Copilot users
- AI users
💡 Use Cases
- Generating component mockups
- Creating design system tokens
- Using Gtm-Product-Led-Growth in daily workflow
- Automating repetitive testing tasks
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude or GitHub Copilot and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply Gtm-Product-Led-Growth to Your Work
Provide context for your task — paste source material, describe your audience, or share existing work to guide the AI.
- 4
Review and Refine
Edit the AI output for accuracy, tone, and completeness. Add human insight where the AI lacks context.
❓ Frequently Asked Questions
Does this work with Figma?
Some design skills integrate with Figma plugins. Check the Works With section for supported tools.
How do I install Gtm-Product-Led-Growth?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/gtm-product-led-growth/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Skipping usability testing
AI-generated designs should be validated with real users before development.
Not reading the full skill
Skills contain important context and edge cases beyond the quick start.