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Weekly product funnel watcher
Give it your product events each week. Get the step that lost the most, the cause and one experiment to run.
Weekly product funnel watcher is a free AI agent for the job "Build a product people want". Give the instructions to an AI assistant that supports the required files and tools, then review its output.
Free · No account · Made by AI Blocks · Thinking: high
What it does
Product numbers get read on Tuesday, in a meeting, from a dashboard that averages everyone together. A rate dipped, someone has a theory, two things change at once, and nobody can say a month later what worked. The dashboard also reports total sign-ups, which goes up whatever happens. This agent reads the same numbers the same way every Monday. It sets a tracking plan once, marks the vanity numbers, and names the input metrics the team controls. Each week it reads conversion per step against the step's normal swing, so a move inside the swing is called noise. It reads each sign-up week as its own group beside a dated changes log, so a release on Tuesday shows in Tuesday's group. When a step moves past its swing or loses the most two weeks running, it asks why against the facts and plans one experiment with one change and one…
You give it
- Last week's event log or per-step counts with user id, event, time and sign-up date
- The numbers your team reports today (advised)
- What changed last week, with dates (advised)
- Your tracking plan and experiment log, once they exist
- Your results (optional)
- A buyer brief (optional)
- Your question (optional)
- A draft (optional)
You get
- A tracking plan with steps, groups, one main metric and the input metrics you control
- Conversion per step against its normal swing, with real moves marked
- Each sign-up week's path beside the changes that moved it
- A verdict on any experiment that reached its read date
- The cause behind a repeated loss, or "unknown" with the fact that would settle it
- One experiment with one change, one rate and a read date
Use it when
- Your product tracks events and the weekly review is a dashboard and a debate.
- A rate moved and nobody can say which of last week's three changes did it.
- You report numbers that only go up and want the ones that show cause.
How to use it
- Start a chat with the agent. In Claude Code, add it as a skill or save it in .claude/agents, then ask it to run this week.
- Export last week's events in the same shape each week. Put the file in one folder, or attach it in the chat.
- On the first run, describe the product and the numbers you report. Approve the tracking plan it builds.
- Each week, paste what changed, with dates. Read the funnel and the one experiment. Run the experiment you agree with in your own tools.
- Run it again next Monday. It reads the new groups and judges any experiment that is due.