Who writes here
Every review, comparison and calculator is signed. Here is who signs them and what each byline covers.
Editor, seller tools and fee calculators
Nora Whitfield
Nora Whitfield edits GMV Ledger's reviews, head-to-heads and calculators. She reads each vendor's own pricing, feature and help pages, then long-running seller threads and review sites, and writes down where a tool's price or limits change what a TikTok Shop seller should buy. She checks fee figures against TikTok Shop's Seller University pages before they reach a calculator.
House byline for site policies
GMV Ledger Desk
The GMV Ledger Desk signs the pages that set out how the site works: its research method, editorial policy, funding and legal terms.
Bylines on GMV Ledger are pen names with a fixed remit on this site. They describe what each editor does here, and they make no claim about jobs or qualifications elsewhere. The research method every byline follows is on How we research, and the rules on corrections and independence are in the editorial policy.