AI & Automation
Build tools, agents, and automated workflows powered by AI — then turn them into income with SaaS micro-tools, content pipelines, and productized services.
YouTube Pays 70% on Memberships and 55% on Ads — Why Fan Funding Beats Advertising
YouTube's own figures put fan funding on a better split than watch page ads. Here's what memberships, Super Thanks, Super Chat and Super Stickers actually pay, and what that means for a small channel.
Does Google Penalize AI-Generated Content? What Google Actually Says
Google has answered this directly, and the answer is not the one most articles report. Here's its exact wording on AI content, the line that separates useful automation from spam, and what it means for bylines.
How YouTube Shorts Monetization Really Works: The 45% Share and the Music Trade-Off
Shorts don't pay per view — revenue is pooled, split with music rightsholders, then shared at a fixed 45%. Here's each step, and why adding a second track costs the creator pool two thirds.
YouTube Partner Program Requirements: Exactly What It Takes to Get Monetized
The two routes to the YouTube Partner Program threshold, the monetization policies that disqualify channels after they qualify, and what the reused-content rules mean for AI-assisted video.
How to Build a Faceless YouTube Automation Channel Powered by AI Tools
A realistic, policy-compliant blueprint for building a faceless YouTube channel using AI-assisted scripting, voiceover, and editing — without running afoul of YouTube's monetization rules.
How to Monetize Micro-Web Utilities Using Google AdSense & Claude Code
Build small, genuinely useful web tools with AI coding assistance, deploy them for free, and turn steady organic traffic into passive AdSense income.