Your product has no network effect — each user is isolated
Build features where the experience is better with 2+ people. Shared dashboards, team experiments, collaborative reviews.
When to use
Your product has workflows that would genuinely benefit from collaboration.
Hypothesis template
If we add [collaborative feature] that requires [2+ users], team formation will increase by [target]% because the feature creates organic invite pressure.
Method
The problem: Your product is useful alone but there's no reason to invite others. Each user is a dead end for growth.
What Google Docs did: Documents are useful alone but 10x better when shared for collaboration. Every shared document is an organic invitation to use Google Docs.
How to do it:
- Identify one workflow where 2+ people would be better: reviews, approvals, shared dashboards, team goals
- Build the collaborative version of that feature
- When a user tries to use it, prompt: "Invite a teammate to [collaborate/review/share]"
- Make the invited person's experience great — they should see value immediately
- Track: collaboration feature usage, invites sent, invite-to-signup rate
Key insight: The best network effects feel like product features, not growth hacks. "Share this experiment with your team for feedback" is a feature. "Invite friends for $5 off" is a hack.
Success metrics
- •Collaboration feature adoption
- •Invites sent per user
- •Invite-to-signup conversion
- •Team size growth over time
Prerequisites
- A feature that's better with multiple people
- An invite and collaboration infrastructure
- A good experience for the invited user
Common pitfalls
- •Forcing collaboration where solo use is fine
- •Making the invited user's experience confusing
- •Not building real collaboration features (just adding share buttons)
- •Gating core features behind team requirements
Source: Google Docs, Figma, Miro. Collaborative features create organic invite pressure and network effects.
Suggested ICE scores
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