Who This Helps
This is for junior analysts who need to move fast. When a KPI drops, you can't just flag it—you need to explain why and what to do next. The Founder Finance Basics Mission Pack gives you the structure to do just that.
Mini Case
Ben's revenue grew 15% last month, but his cash balance stayed flat. His gut said 'more sales, more money,' but the numbers didn't lie. He spent 30 minutes building a unit economics snapshot. He found his Customer Acquisition Cost (CAC) had quietly jumped from $120 to $180 per customer. The new revenue was being eaten by more expensive ads. Ouch.
Do This Now (5 Steps)
- Isolate the Metric: Pick one KPI that dropped. Is it conversion rate? Average order value? Stick to one.
- Grab Your Timeframe: Compare this week to last week, or this month to last month. Keep it simple.
- Check the Obvious: Did a marketing campaign end? Was there a site outage? Rule out the easy stuff first.
- Follow the Money Trail: Look at related unit economics. If revenue per user is down, check pricing or order size. If sign-ups are down, look at your CAC across channels.
- Spot the Pattern: Is the change in one channel, one product, or one region? That's your clue.
Avoid These Traps
- Don't blame 'seasonality' without checking last year's data for the same period.
- Don't get lost in ten different metrics. One root cause is usually enough.
- Don't present a problem without at least one clear, next-step recommendation.
- Don't forget to check if a 'win' elsewhere caused the drop. Sometimes moving budget from one channel to another explains it.
- Don't spend three days on a perfect report. A one-page truth is better than a perfect deck next week.
- Don't ignore small, consistent dips. A 2% drop every day for a week is a 14% problem.
- Don't assume tech is the issue before checking the business inputs first.
- Don't present your diagnosis without the 'so what' for the team. What should we start, stop, or change?
Your Win by Friday
By Friday, you can ship a clean one-pager that says: 'Here’s why the metric dropped, here’s the one thing that changed, and here’s my recommendation.' You’ll move from just reporting numbers to driving decisions. That’s how you turn a stressful drop into a calm, clear win. You've got this.