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Grow & market

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

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

2 resources, 2 link-checked.

📄 Article
✓ Link checked Free Beginner

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.

Startup Handbook: Customer Acquisition Channels

From julian.com by Julian Shapiro Long-form guide

  • 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.
Open julian.com
📖 Book
✓ Link checked Paid Intermediate

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.

Traction: How Any Startup Can Achieve Explosive Customer Growth

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

  • 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).
Open amazon.com

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How founders actually use AI for this, over in Ads & Performance Marketing.

Also in GTM

The same ground, over in Let the product sell, our GTM track.

Also in GTM

The same ground, over in Keep and grow the customers you win, our GTM track.

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