isolating variables is the entire point 2. **Wait for statistical meaning** — for smaller channels, 1-2 weeks minimum; for larger channels, 3-5 days is often enough 3. **Document everything** — test results you don't write down are lost 4. **Act on results** — testing that doesn't change behavior is