Growth that learns what to do next.
Growth Lab connects product understanding, market evidence, execution, and real results— so every action leads naturally to the next one, across every growth channel.
git clone https://github.com/tsingyuai/growth-lab.gitOne observed run. The lower CTR became evidence for the next iteration.
Connect knowing with doing.
Growth information lives in reports. Methods live in specialist experience. Execution lives across disconnected software.
Growth Lab puts them in one workspace, where an Agent can find evidence, apply the right method, complete the action, and use the result to choose what comes next.
Built for the whole growth lifecycle.
SEO is the first working case. The system is designed to grow channel by channel without changing how people use it.
Understand the opportunity, choose an action, execute, measure, and decide the next move.
Set a goal, receive completed work, give feedback, and ask the Agent to follow through.
Evidence, working methods, tools, and results stay connected instead of moving through handoffs.
No hosted data moat, private format, or closed workflow. Growth knowledge remains inspectable and reusable.
One capability.
One complete loop.
Each capability owns its observation, action, review, and persistent memory.
SEO page growth loop
Think through when users may need your product, research what they actually search in those situations, then create useful pages that solve the problem and lead into the product.
- Observe user scenarios, live SERPs, and real search demand
- Act create, review, illustrate, publish, and notify IndexNow
- Review Bing exposure, clicks, queries, and product outcomes
- Remember preserve evidence and the next recommended action
No customers yet is enough context to begin.
Open the product
Start from a repository, prototype, URL, or product idea.
Let the agent observe
It forms user hypotheses, collects market evidence, and connects analytics.
Run a real action
It ships work, measures what happened, and writes the next decision to Memory.
Keep growth moving in one conversation.
Clone the repository, open the workspace, and tell your AI which result you want to create.
Start with Growth Lab ↗