# Who writes GMV Ledger

> Source: https://gmvledger.cc/authors

## 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. ](/authors/nora-whitfield) [ 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. ](/authors/gmv-ledger-desk) 

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](/methodology), and the rules on corrections and independence are in the [editorial policy](/editorial-policy).

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[ GMV Ledger](/) 

Independent comparisons of the software TikTok Shop sellers in the US, UK and EU use for product research, creator outreach and store integrations, plus free fee and profit calculators built on TikTok Shop's published rates.

[Contact the editors](/contact)

### Rankings

* [Best of](/best)

### Vendors

* [Reviews](/reviews)
* [Head-to-heads](/compare)

### Alternatives

* [All alternatives](/alternatives)

### Calculators

* [Fee and profit](/calculators/tiktok-shop-fee-calculator)
* [Creator sample ROI](/calculators/creator-sample-roi-calculator)
* [GMV Max ROAS](/calculators/gmv-max-roas-planner)
* [Seller guides](/guides)

### How we work

* [Who writes here](/authors)
* [How we research](/methodology)
* [Editorial policy](/editorial-policy)
* [How we make money](/how-we-make-money)
* [About](/about)

### Legal

* [Terms](/terms)
* [Privacy](/privacy)
* [Contact](/contact)

© 2026 GMV Ledger. GMV Ledger is an independent publication and is not affiliated with, endorsed by or sponsored by TikTok or TikTok Shop.

Some links to seller tools are affiliate links: we may earn a commission if you buy, at no cost to you. [How we make money](/how-we-make-money)

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