Creator Science

Creating content has never been easier – but breaking through the noise has gotten harder. The only reliable way to grow as a creator is through observation, experimentation, and iteration. This podcast is your weekly guide to evidence-backed strategies and experiments you can apply to your business. Each episode features candid conversations with today’s top creators—like James Clear, Ali Abdaal, Tim Urban, and Codie Sanchez—sharing actionable insights to help you grow your audience, build trust, and boost your income. This isn’t just an interview podcast—it’s a deep dive into the business of content, hosted by Signal Award-winner Jay Clouse. It's growth for creators, down to a science.

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September 01, 2026

#316: Kallaway’s EXACT System For Going Viral (Almost Every Time)

Name: #316: Kallaway’s EXACT System For Going Viral (Almost Every Time)
Uploaded: 2026-09-01T07:00:00+00:00
Duration: 39 min 9 s
Description: Kallaway is a content creator and the founder of Sandcastles.ai

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Kallaway is a content creator and the founder of Sandcastles.ai

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Meet Kallaway, the creator behind the Kallaway Marketing channel and the founder of Sandcastles — an AI research tool that helps creators find and validate viral video topics before they ever hit record.

Kallaway started 4 businesses. All 4 failed for the same reason: no one knew who he was. No audience meant no customers, no leverage, no second chances. So he made it his mission to understand how audience growth actually works.

He cracked short-form content at scale after years of building online businesses, and he built the research system he wished he’d had from the start. Now he has over a billion views, a 50% viral hit rate, and he built a tool to help other creators do the same. This episode is the full system.

In this episode, we talk about:

Content minutes — the framework for mapping how much trust your audience needs before they’ll buy at each price point on your offer ladder
The modern content stack: why short-form and long-form both need to funnel into email, and why that’s the golden goose
The 3 metrics that actually matter for content creators — ranked in order of importance, with views coming in third
A live walkthrough of Sandcastles: channel watchlists, outlier score, deep video analysis, and how to use the MCP to run research through Claude

By the end of this episode, you will have a clear research system for finding validated, high-trust video topics — and a framework for staying creative while using data to de-risk almost everything else.

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Full transcript and show notes

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TIMESTAMPS

(00:00) Intro to Kallaway

(01:03) Introducing “content minutes”

(02:12) The modern content stack

(03:45) Why you want a narrow ICP

(05:40) The 3 metrics that matter

(14:38) Sandcastles demo: building a channel watchlist from scratch

(16:14) Why you study mid-size creators, not mega-famous ones

(22:18) Deep video analysis: hook formula, storytelling structure, contrarian angle