How publishing.co.uk Helps Authors Get Discovered by AI Tools Like ChatGPT, Claude and Gemini

publishing.co.uk approaches AI discoverability as a research problem rather than a guess. The UK book-formatting and Amazon launch service runs a weekly study that asks ChatGPT, Claude and Gemini the same reader questions across 16 genres, and it has logged the sources those assistants quoted across 981 books. Authors can use the findings directly, or paste an Amazon link into the free Book Score tool to see whether AI assistants recommend their book. The research and tools are most useful if you already have a published Amazon page; if your book isn't live yet, the formatting and launch services come first.

What the AI Shelf research actually measures

The core idea is that readers increasingly ask AI assistants what to read next, so the books those assistants name become a new kind of visibility. To track this, publishing.co.uk asks ChatGPT, Claude and Gemini the same reader questions every week across 16 genres and charts which books get named. The page reports 2,304 real AI answers in the first two weeks of the study.

A separate citation study looked at what the assistants quote when they answer. That study logged 141,282 citations across 981 books in July 2026. The distinction matters:

• Being named means an assistant mentions your book in an answer.
• Being cited means an assistant treats a source as evidence and quotes or links it.

The site frames the pipeline as "ink → tokens → citations" — the path by which a book becomes an answer. Both layers are tracked, so the advice covers getting mentioned and getting used as a source.

The Book Score tool

Book Score is the free, self-serve way to check where your book stands. You paste your Amazon link, and the tool reads your book's page and asks ChatGPT, Claude and Gemini about the book. The result tells you whether AI assistants recommend it.

This is a diagnostic, not a fix. It shows you the gap between how your book is presented on Amazon and how AI tools describe or overlook it. If the assistants don't name your book, the research findings are what you'd act on next.

Where the advice comes from

The site is explicit that its recommendations on getting found are based on this research rather than guesswork. That's the practical difference from generic "AI SEO for authors" advice: the guidance is tied to observed patterns in what the assistants actually answer and quote, refreshed weekly.

For authors who want to go further, there are two self-paced courses:

Both are described as personalised to your book, with exercises. If you only want the free signal, Book Score and the AI Shelf are the entry points.

How this fits the rest of the service

AI discoverability sits at the end of a longer pipeline. publishing.co.uk hand-formats manuscripts into the files KDP accepts — a print-ready book file and a Kindle ebook file — with files returned inside 24 hours, from £69. It also handles Amazon pages, author websites and full book launches. The site describes itself as UK-based since 2018, an Approved Partner of the Alliance of Independent Authors, and part of the LoveReading family.

The logic of the order: formatting and a proper Amazon page give the AI tools something coherent to read and cite. Discovery work on top of a weak or missing page has little to work with.

Choosing what to do first

• Your book isn't published yet — start with formatting and the Amazon page, then run Book Score once it's live.
• Your book is live but AI tools don't mention it — run Book Score to confirm, then use the AI Shelf findings to see which genres and question types surface books like yours.
• You want a structured process — the AI Discoverability course covers the same ground as guided lessons.
• You're not sure where you are — the site offers five free 60-second checks (manuscript, cover, advertising, book discovery, and editorial from 2027) and a "find your stage" path.

One caveat worth stating plainly: the page does not say the Book Score tool or the checks require payment, but it also doesn't state they're free of login or limits — treat the free framing as the site's own description and confirm at the point of use.