
Why Long-Form YouTube Is the Only Way Founders Get Cited by AI Search
Long-form YouTube videos earn 94% of AI search citations. Shorts get just 5.7%. Here is why founders need 10 to 20 minute how-to videos to win AI visibility.
A running record of the experiments, frameworks, and lessons that come from building and scaling go-to-market systems.
This space is a record of the work that happens behind closed doors. The systems we test, the patterns we notice, and the lessons that shape how we reinvent ourselves. Every insight here comes from practice, from long weeks turning ideas into structure and structure into growth.







