Growth experiment library
Proven experiment templates for product & UX growth
Tired of starting experiments from scratch? The Growth Experiment Library is your ready-to-use playbook of battle-tested product and UX experiment templates. Built from 100+ UX principles, product frameworks, and real-world SaaS wins, it gives you the inspiration and structure to launch smarter tests, fast.
What is it?
A curated, searchable library of growth experiments you can filter by product stage, funnel step, or UX principle. Each template includes a clear hypothesis, step-by-step execution guide, and expected impact, so you can spend less time brainstorming and more time shipping.
Why it matters?
Finding the right experiment can be harder than running one. The Growth Experiment Library ensures you’re pulling from validated, context-specific experiments instead of random ideas from blog posts. That means faster execution and higher win rates.
Who is it for?
Growth Co-Pilot adapts to the way you work, whether you’re leading a team, designing flows, or shipping experiments solo.
SaaS founders
Who want quick wins without reinventing the wheel
UX designers
Looking for proven ways to improve usability
Growth teams
Needing a shared source of experiment ideas
Indie hackers
Wanting plug-and-play growth tactics
How does it work?
Growth co-pilot turns your toughest product questions into clear, data-backed recommendations you can act on immediately.
1
Browse by goal
Activation, retention, monetization, or engagement
2
Filter by context
SaaS, mobile apps, onboarding, paywalls, checkout flows, etc.
3
Copy & customize
Adapt the template to your product and add it directly to the Kanban Tracker
What are the key benefits?
Everything you need to make smarter growth decisions, without the guesswork or wasted time.
Save weeks of research with pre-written experiment templates
Align your team with a standardized hypothesis format
Leverage proven growth tactics used by top SaaS and app teams
Quickly cross-reference with the UX principles behind each experiment
“Instead of spending a week figuring out what to test, we had 5 ready-to-go experiments in less than an hour.”