How To Validate ANY Business Idea Before Building (The Full Stack Test)
Most founders build the product first. Then they launch. Then they pray. That's backwards. And it's
Insights on growth systems, AI tools, and modern digital strategy.
Most founders build the product first. Then they launch. Then they pray. That's backwards. And it's
Most language apps spend millions on advertising to acquire users. Duolingo took a different path. They built an AI system
If you're still prospecting by hand, writing every email from scratch, running calls without support, and guessing what
A year ago, AI outbound was treated like a toy. A fun experiment. Something you let the intern try. Then
In 2009, Domino’s Pizza was in trouble. Same‑store sales were falling. The stock traded around $3 a share.
I see this every week when I audit a business. The tools are there. Clay, Apollo, HubSpot, a writing assistant,
Last year, I took one of our own products from $11,500 in spend to $180,000 in revenue. The
The old playbook was simple. Build something better. Protect it. Win. But now, that playbook is breaking. AI has made
Three years ago a business could put £1 into paid ads and reliably get £3 or £4 back. That math
On May 2026, Shopify announced merchants can now connect their store to ChatGPT or Claude and manage it from inside