AI Blocks › Think it through and decide
Business metric quality review
Paste the numbers you report. Get which are vanity, per-customer numbers that show cause, and the one number to track.
Business metric quality review is a free AI skill for the job "Think it through and decide". 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
What it does
Total users, page views and downloads rise as long as you spend money or time, so they feel like progress. They do not tell you if the product got better, or if the people you got are still there next month. This skill lists every number you report and tests each with one question: would it go up even if we did nothing useful? It swaps vanity numbers for rates per customer or per group, splits results by when people joined and which release they saw, and ties each move to a cause. It ends with one goal, one main number and a check on where the data comes from.
You give it
- The numbers you report, with definitions and dates
- Your goal (optional)
- Dates of releases, price changes or campaigns (optional)
- Your question (optional)
You get
- A table showing which numbers are vanity
- Replacement rates with formulas
- Results split by group and release
- One goal, one main number and a data check
Use it when
- Your report shows steady growth but sales feel flat.
- You ran a change and cannot tell if it worked.
- You report to a board or team and want fewer, better numbers.
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 weekly numbers with a short definition of each.
- Add the dates of changes you made.
- Replace the weekly report with the new set for four weeks and compare.
Workflows that use it
- Test your riskiest guess and measure what counts
- Measure real progress and decide to pivot or persevere
- Weekly product funnel watcher