Fifteen conflicts are recorded here, seven of them still open, and each is shown with its sources and its resolution.
Everything on this page is the agreed version of the facts about LLM Mastery: How AI Recommends Brands for LLM Domination. The book went on sale as an ebook on 23 September 2026, and its manuscript, its cover and its listings do not agree on everything. Where they differ, the difference is printed here with the source on each side, because a book about how machines resolve a contradictory record should not hide its own.
The approved definitive description is on none of the listings yet
Recorded elsewhere Right now an AI model is answering a buying question about your market, and for most brands the answer is silence.
Canonical LLM Mastery: How AI Recommends Brands for LLM Domination is a playbook that shows marketers and brand owners how AI models decide which brands to name, and how to test their way into those answers.
Amazon and Google carry the same marketing copy, opening 'Right now an AI model is answering a buying question about your market, and for most brands the answer is silence.' petervjones.com/books/llm-mastery/ uses the same copy, and Goodreads has no description at all. Approved by Peter Victor Jones on 24 September 2026. This site uses it word for word, and the listings still open with their older copy. Source: Peter Victor Jones, approval of 24 September 2026; amazon.co.uk, amazon.com, books.google.com, play.google.com, petervjones.com and goodreads.com, all read 24 September 2026.
Open at the listings, 24 September 2026
The two editions differ on date and page count
Recorded elsewhere Kindle Edition, 20 pages, 24 September 2026
Canonical The book: 23 September 2026, the first edition's date, and no page count. Kindle: 23 September 2026, 36 pages, Amazon's estimate. Google Play: 24 September 2026, 20 pages.
Amazon.co.uk, Amazon.com and Goodreads give 23 September 2026 and 36 pages. Google Books and Google Play give 24 September 2026 and 20 pages, with a fixed layout. The co-author page petervjones.com/books/llm-mastery/ gives 'Kindle Edition', '20 pages' and '24 September 2026', which pairs Amazon's format with Google's figures. Resolved at edition level: each edition carries its own date and page count, and the Book, as the work, takes the first edition's date and no page count. petervjones.com still pairs the Kindle format with Google's figures. Source: amazon.co.uk, amazon.com, goodreads.com, books.google.com, play.google.com and petervjones.com, all read 24 September 2026.
Open at petervjones.com, 24 September 2026
Amazon lists the authors in a different order
Recorded elsewhere AI James Dooley, Jabez Reuben, Mike Lovatt, Peter Jones, Paul Truscott, Rollo Unden, Charles Floate
Canonical AI James Dooley, Jabez Reuben, Mike Lovatt, Paul Truscott, Peter Victor Jones, Charles Floate, Rollo Unden
The book's title page, the cover and Google Books give the order above. Amazon's contributor fields, and Goodreads after them, give 'AI James Dooley, Jabez Reuben, Mike Lovatt, Peter Jones, Paul Truscott, Rollo Unden, Charles Floate'. Amazon's own description text uses the manuscript order. This site follows the book's own order, which the manuscript and the cover share, as Peter Victor Jones decided on 24 September 2026. Amazon's contributor fields, and Goodreads after them, still show the other order. Source: the book, title page; the book's cover; books.google.com, amazon.co.uk, amazon.com and goodreads.com, all read 24 September 2026; Peter Victor Jones, decision of 24 September 2026.
Open at the listings, 24 September 2026
Goodreads has split AI James Dooley into two author profiles
Recorded elsewhere A.I. James Dooley
Canonical One Goodreads author profile for the avatar, under the name the manuscript prints: AI James Dooley
This book's Goodreads record credits a new profile, 'AI James Dooley', which holds only this book and Procrastination Is the Assassination of All Destination. The avatar's nine earlier titles sit on the established profile 'A.I. James Dooley'. Chapter 10 describes what that does: 'thirty listicle placements under four name variants build four weak records instead of one strong one'. The same record files Peter Victor Jones under a shared 'Peter Jones' profile and Mike Lovatt under a different 'Mike Lovatt'. This site links the avatar's established records only and does not add the new Goodreads profile. onlinereputationmanagementforyourairesume.com already recommends renaming 'A.I. James Dooley', because no other record uses that form. The split also affects Procrastination Is the Assassination of All Destination. Source: goodreads.com, goodreads.com, goodreads.com, goodreads.com and goodreads.com, all read 24 September 2026; the book, Chapter 10.
Open at Goodreads, 24 September 2026
The Amazon listing names no publisher
Canonical Omnipressent
The Amazon.co.uk and Amazon.com product details carry no publisher line. Google Books and Google Play name Omnipressent. The manuscript names no publisher. This site names Omnipressent, as Google Books and Google Play do. The Amazon listing still has no publisher line. Source: amazon.co.uk, amazon.com, books.google.com and play.google.com, all read 24 September 2026; the book, full text, checked 24 September 2026.
Open at the listing, 24 September 2026
The title is not in the publisher's catalogue
Recorded elsewhere Omnipressent has published eight titles, all in 2026, between 20 July and 12 September.
Canonical Omnipressent publishes it
On 24 September 2026 omnipressent.com/books/ listed eight titles and said 'Omnipressent has published eight titles, all in 2026, between 20 July and 12 September.'. LLM Mastery was not among them, and no page existed at /books/llm-mastery/. This site names Omnipressent as the publisher. omnipressent.com does not list the title yet. Source: omnipressent.com and omnipressent.com, both read 24 September 2026.
Open at omnipressent.com, 24 September 2026
The book's name is also the name of something one of its authors founded
Canonical Separate: the book only shares its name with LLM Mastery, the event series.
The book's opening note introduces Jabez Reuben as 'founder of LLM Mastery and of The Blueprints', and the Amazon and Google descriptions repeat that he is 'the founder of LLM Mastery and The Blueprints'. The manuscript never says what LLM Mastery is. llmmastery.co, read on 24 September 2026, is a live business of that name, which describes itself as a community and event series for LLM visibility and sells tickets to 'A two-day conference on AI visibility & execution' on 14 and 15 November 2026 in Chiang Mai, Thailand. It names no founder and does not mention the book. Resolved by Peter Victor Jones on 24 September 2026: the book is separate from the event series and only shares its name. The approved disambiguating description and the approved FAQ answer say so. The site's structured record never links the Book to the event series as the same thing, as publisher, as brand or as sponsor. The event is linked only from Jabez Reuben's author page. The book is named in full wherever it is the subject, and never as LLM Mastery alone in a heading or schema name. llmmastery.com, a parked domain listed for sale, is never linked. Source: the book, A Note Before We Begin; amazon.co.uk, books.google.com, llmmastery.co, llmmastery.co/about and x.com, all read 24 September 2026; Peter Victor Jones, decision of 24 September 2026.
Resolved, 24 September 2026
Peter Victor Jones is printed without his middle name
Recorded elsewhere Peter Jones
Canonical Peter Victor Jones (also known as Peter Jones
)
The book's byline and its introduction of him, the cover, Amazon, Goodreads and Google Books all print 'Peter Jones'. His own page for the book, petervjones.com/books/llm-mastery/, and the imprint's four other book sites use Peter Victor Jones. Peter Victor Jones decided on 24 September 2026 that the site renders Peter Victor Jones everywhere it names him, FAQ answers included, and records 'Peter Jones' as his other name. The long form matches petervjones.com and the imprint's four other book sites, and the short form has already misfiled this book on Goodreads under a shared 'Peter Jones' profile belonging to other writers. Verbatim quotations of the manuscript keep 'Peter Jones' as printed, and the cover is not edited. Source: the book, title page and A Note Before We Begin; the book's cover; amazon.co.uk, goodreads.com, books.google.com, petervjones.com and goodreads.com, all read 24 September 2026; Peter Victor Jones, decision of 24 September 2026.
Open at the listings, 24 September 2026
AI James Dooley is a digital avatar
Canonical AI James Dooley is the digital avatar of James Dooley, the serial entrepreneur from Manchester who founded FatRank, PromoSEO and LLM Leads
No conflict inside the book. Its opening sentence discloses that one author is a digital avatar, and the avatar's own introduction says every word published under the name is researched, written and refined by James Dooley personally. The Google Books author text adds claims the manuscript does not make. The site carries the disclosure wherever the avatar is named, and keeps James Dooley's own websites out of the avatar's profile links, as the imprint's other book sites do. Source: the book, A Note Before We Begin; books.google.com, read 24 September 2026.
Resolved, 24 September 2026
The manuscript names two different sets of five models
Canonical ChatGPT, Claude, Gemini, Perplexity and Grok, the list in the opening note and Chapter 3
The opening note and Chapter 3 name ChatGPT, Claude, Gemini, Perplexity and Grok. The Introduction names ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces. The listing description rewrites the Introduction's sentence with Grok in it. The site quotes each passage as written and uses the Chapter 3 list wherever it states which models the authors test. Source: the book, A Note Before We Begin, Introduction and Chapter 3; amazon.co.uk and books.google.com, both read 24 September 2026.
Resolved, 24 September 2026
Terms the manuscript spells two ways
Canonical The glossary files each term once, under the name its chapter uses, with the other forms listed as its other names
Memory layer (Chapter 1) and training layer (the Introduction, Chapters 7 and 14, and Take Action) name the same layer, and Chapter 7 uses both. Agreement rate (Chapter 4) and consensus rate (Chapter 13) name the same measure. The cited sources (Chapter 6) are also the citation dataset (Chapters 8 and 11) and the citation list (Chapters 6 and 14, and Take Action). Money questions (Chapters 4 and 13) sit beside the five money queries (the Introduction, Chapters 2 and 14, and Take Action). The opening note says AEO and GEO; every later mention says GEO and AEO. Alternate names are recorded only where the text shows it means the same thing: memory layer for the training layer, agreement rate for consensus rate, and citation dataset and citation list for the cited sources. Money questions is not recorded as a variant of the five money queries, the Chapter 12 term, because the text does not show that it means the same five; the glossary lists it among the terms the book uses without defining. Source: the book, A Note Before We Begin, Introduction, Chapters 1, 2, 4, 6, 7, 8, 11, 13 and 14, and Take Action.
Resolved, 24 September 2026
Share of the answers and Share of Answer
Canonical Share of Answer is Peter Victor Jones's coined term, credited and linked to his own definition. 'share of the answers' is ordinary prose in this book.
The book's opening note credits Peter Victor Jones with coining Share of Answer, and the Introduction and Chapter 13 separately say domination is 'share of the answers'. The manuscript never says the two are the same term. echoplaybook.com defines Share of Answer as the percentage of AI-generated responses in which a brand appears. Not merged. The phrase 'share of the answers' is read as ordinary prose, and presence rate stays the book's own measure. The glossary links Share of Answer to its definition on echoplaybook.com and draws no equivalence the book does not state. Source: the book, A Note Before We Begin, Introduction and Chapter 13; echoplaybook.com, read 24 September 2026.
Resolved, 24 September 2026
The ECHO framework is now called The ECHO Playbook
Canonical The ECHO Playbook, with ECHO framework as its alternate name
The book's opening note credits Peter Victor Jones as having 'created the ECHO framework'. echoplaybook.com, the method's own site, is headed The ECHO Playbook and says its book was printed before the name changed. The glossary entry is named The ECHO Playbook, the name the method's own site uses, with ECHO framework as its alternate name, and links to echoplaybook.com for the definition. The opening note, and every quotation of it, stay verbatim. Source: the book, A Note Before We Begin; echoplaybook.com, read 24 September 2026.
Resolved, 24 September 2026
Two references the manuscript leaves unnamed
Canonical Quoted verbatim; the site does not name what the book does not name
Chapter 6 says James Dooley 'coined an entire discipline on exactly this logic' without naming the discipline. Chapter 10 says 'this catalogue treats it in depth elsewhere' without naming the title. Both are quoted as written, and the site names neither. Source: the book, Chapters 6 and 10.
Resolved, 24 September 2026
The copyright holder is not stated in the book or on the listings
Recorded elsewhere Omnipressent Ltd
Canonical The seven authors, in the book's byline order: AI James Dooley, Jabez Reuben, Mike Lovatt, Paul Truscott, Peter Victor Jones, Charles Floate and Rollo Unden. Year: 2026.
The manuscript has no copyright page, and none of the listings names a copyright holder. Omnipressent is a publishing name and is not a registered company, and Companies House has no company of that name, so the copyright line cannot name one. Resolved by Peter Victor Jones on 24 September 2026: the copyright line names the seven authors, with the year 2026, when the book was first published. It does not name Omnipressent, which is a publishing name and is not a registered company, and the site gives Omnipressent no legal name. Source: the book, full text, checked 24 September 2026; amazon.co.uk, amazon.com, books.google.com, play.google.com, find-and-update.company-information.service.gov.uk and omnipressent.com, all read 24 September 2026; Peter Victor Jones, decision of 24 September 2026.
Resolved, 24 September 2026