Growth & Marketing

How much budget do I need to test a paid channel properly?

A starting point

Enough to get a statistically real read, usually a few hundred conversions per channel before you judge it, not fifty dollars over a weekend. Set a fixed test budget, one hypothesis, and a kill/scale decision date up front. If you can't afford a real test, that channel isn't right for you yet.

Go deeper

Read

📄 Article
Free Beginner

Startup Handbook: Customer Acquisition Channels

From julian.com by Julian Shapiro Long-form guide

Why we picked it

A blunt, practical guide from Demand Curve's founder on which paid and organic channels fit which business, and why most startups can't profitably buy ads early on.

  • Most companies cannot profitably acquire on Meta/Google without high margins or strong referrals.
  • Match the channel to your product's format, targeting, audience, and device.
  • Great creative and a promise-keeping landing page beat obsessive targeting.
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📖 Book
Paid Intermediate

Traction: How Any Startup Can Achieve Explosive Customer Growth

From Portfolio / Penguin by Gabriel Weinberg & Justin Mares book (~240 pages)

Why we picked it

The definitive playbook on distribution, it catalogs all 19 channels and gives you the Bullseye framework to systematically find the one that works. Essential for anyone thinking channel-first.

  • There are 19 traction channels; most startups win on just one.
  • Bullseye framework: brainstorm all channels, test 3, focus on the winner.
  • The 50% rule: split your time evenly between product and traction.
  • Draws on 40+ founder interviews (Wikipedia, reddit, HubSpot, Kayak).
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