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Cohort funnel reader
Paste results by join date. Get each group's path, which changes moved which rates, and whether the report holds up.
Cohort funnel reader is a free AI skill for the job "Plan your strategy". 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 · Level: advanced · Thinking: high
What it does
When you only track totals, every month looks like progress. More customers, more revenue, a line going up. But if each new group behaves like the last, your changes did nothing. The growth was coming from somewhere else. This skill puts each group of customers on its own row and each step of their path in a column. It compares rows, asks whether a change was tested against a group that did not get it, and flags a rate that will not move. It also tests the report: can you act on it, can anyone understand it, and could you ring the customers behind it to check. The result is a short plain reading and a better next test.
You give it
- Counts by join week or month for each step of the customer path
- Your target rates and planned changes (optional)
- Plan (optional)
You get
- A table of each group's path
- Which changes moved which rates, and which are unproven
- Signs that you are stuck
- A pass or fail on whether the report can be trusted
Use it when
- Your numbers rise but you cannot say whether your work caused it.
- You made a lot of changes and no rate moved.
- People in your team give different reasons for the same result.
How to use it
- Start a chat with the skill. Open it if you added it to your AI, or copy it and paste it in.
- Paste your export with one row per join week or month.
- Add the dates you released each change.
- Use the next-test design for your next change.
Workflows that use it
- Measure real progress and decide to pivot or persevere
- Customer onboarding review agent
- Weekly product funnel watcher