Real people own editorial standards. Automated systems draft and check; they do not invent credentials.
Performance marketer with 20+ years across SEO, paid media, analytics, and site builds. Runs HeyLead LLC. Builds Vistarates as a solo, data-first comparison product. Lived experience as a newcomer to the US finance stack informs future /for/newcomers/ coverage.
Topics: site architecture, compliance standards, affiliate partnerships, final publish decisions.
Drafting, research briefs, and compliance checks may be produced by model-based agents under versioned prompts in the public product repo. Agents must not invent rates, must flag numbers for verification, and must keep disclosure language intact. A failed compliance gate blocks publish.
See the editorial policy for how we handle mistakes.