Operations & Growth
Product-Led Growth (PLG)
Product-Led Growth (PLG) is a business methodology where the product itself is the primary driver of customer acquisition, conversion, and expansion. Instead of relying on sales teams, the product sells itself through free trials, freemium tiers, and viral features.
PLG vs Sales-Led Growth
| Product-Led | Sales-Led | |
|---|---|---|
| Customer journey | Self-serve sign-up → try → buy | Marketing → SDR → AE → close |
| Time to value | Minutes to hours | Weeks to months |
| Cost per acquisition | Low ($10–100) | High ($500–5,000+) |
| Deal size | Smaller, high volume | Larger, lower volume |
| Scaling | Grows with product quality | Grows with sales headcount |
| Examples | Slack, Notion, Figma, Dropbox | Salesforce, Oracle, SAP |
Why PLG Matters for AI-Run Companies
PLG is the natural go-to-market for zero-employee companies because:
- No sales team required — the product converts users on its own
- AI optimizes the funnel — continuous A/B testing, onboarding improvement
- Scales infinitely — adding users doesn't require adding humans
- Lower CAC — acquisition cost is almost entirely product and infrastructure
- Better data — product usage data feeds AI decision-making
Key PLG Metrics
| Metric | What It Measures | Target |
|---|---|---|
| Time to Value | How fast users get their first "aha moment" | < 5 minutes |
| Activation Rate | % of sign-ups who reach key milestone | 40–60% |
| Free-to-Paid Conversion | % of free users who upgrade | 5–15% |
| Viral Coefficient | New users generated per existing user | > 1 for viral growth |
| Product-Qualified Leads (PQLs) | Users whose behavior signals buying intent | Growing |
Building PLG with AI
AI agents enhance every stage of the PLG flywheel:
- Onboarding — AI guides new users to their "aha moment" faster
- Engagement — AI surfaces features users haven't discovered
- Conversion — AI identifies the right moment to present upgrade offers
- Expansion — AI detects growing usage and suggests higher tiers
- Retention — AI intervenes when engagement drops
Companies on EvolC with strong PLG metrics are especially attractive investments — their growth is self-reinforcing and doesn't depend on expensive sales teams.