Power Law

Are you concentrating effort where returns are asymmetric?

Perceive

The power law says a small number of inputs produce the majority of outputs. Not 50/50. Not even 80/20. More like 90/10 or 99/1 in the domains that matter most.

This is not a suggestion to prioritize. It's a mathematical fact about how returns distribute in complex systems. One customer segment drives most revenue. One channel produces most leads. One product feature retains most users. One decision determines most of the outcome.

Distribution

	Normal Distribution	Power Law
Shape	Bell curve — most outcomes cluster around the mean	Long tail — a few outcomes dwarf the rest
Strategy	Diversify, spread risk evenly	Concentrate, find the outlier
Error	Overfitting to extremes	Averaging away the signal
Example	Height of adults	Revenue per customer

Application

Domain	The Few	The Many
Venture capital	1 investment returns the fund	9 out of 10 fail
Sales pipeline	1 channel produces 80% of leads	5 channels split the remaining 20%
Product features	1 feature drives retention	20 features are used once
Content	1 article drives 50% of traffic	100 articles split the rest
Customers	Top 10% produce 50%+ of revenue	Bottom 50% barely cover costs
Employees	1 hire changes the trajectory	Most hires maintain it

Allocation

Strategy	Feels Like	Actually Is
Spread evenly across 6 ventures	Prudent diversification	Guaranteed mediocrity
Focus on the 1 that shows signal	Dangerous concentration	Playing the math
Give every channel equal budget	Fair resource allocation	Starving the winner
Treat all customers equally	Good service	Subsidizing the unprofitable

Act

Find the Outlier

Step	Action	Signal
1. Measure everything	Track returns per input across all activities	Data, not intuition
2. Rank by output	Sort channels, customers, features by actual return	Top 3 vs bottom 50
3. Double down on #1	Shift resources from average to exceptional	2x investment in the winner
4. Cut the bottom	Stop subsidizing what doesn't work	Free up capacity
5. Look for the next outlier	The power law applies to the search itself	Most searches fail, one transforms

Power Law Audit

Area	What's your #1?	% of total result	Getting enough investment?
Revenue source
Customer segment
Marketing channel
Product feature
Team member
Time allocation

Decision Rule

When allocating resources across competing options:

1. If one option shows 3x+ better returns than others, stop splitting evenly
2. If you can't identify a clear winner, run small experiments until one emerges
3. If everything performs equally, you're probably measuring the wrong thing

Checklist

• Do you know which 20% of inputs produce 80% of your results?
• Are you investing proportionally in your top performers?
• Are you subsidizing underperformers out of fairness instead of math?
• Have you killed your worst-performing activity in the last 90 days?
• Are you searching for the next outlier or maintaining the average?

Context

• Virtuous Feedback Loop — Feedback loops create power law distributions
• Opportunity Cost — Every dollar on average is a dollar not on exceptional
• Leverage — Leverage amplifies power law returns
• Cash Flow Is King — Concentrate cash flow on what compounds

Links

• Thiel: Zero to One, Chapter 7 — Follow the Money
• Taleb: The Black Swan
• Naval: How to Get Rich (Power Law Thread)

Questions

If you could only keep one activity in your business and kill everything else, which one would you keep — and why aren't you spending most of your time on it?

• What would your allocation look like if you took the power law seriously instead of hedging?
• Which of your six ventures shows the strongest signal — and is it getting proportional investment?
• Are you diversifying because the math supports it, or because concentration feels risky?