§ AI Discovery Audit
See what AI says about your book — for £29.99
Authors can’t see how AI search engines describe and recommend their books to readers. We can. One price, the full audit — no upsell tiers, no holdbacks.
What you’d pay for these separately
- Listing rewrite (Amazon copywriter)£150-400
- Wikidata / schema.org implementation (SEO consultant)£200-500
- Citation + outreach research (PR consultant)£300-800
- Audit + strategy (book-marketing coach)£200-500
- Scrape forensic + class-action templates£100-250
- Sum of parts (low end)~£940
- Bundled here£29.99
Built by working publishers
We run this audit on every book at publishing.co.uk before publication. The Aurora design report, the four-engine probe matrix, and the paste-ready schema snippets are what we use internally — sold to you at cost-plus.
- “Was your book stolen by AI?” scan. We cross-reference your book against the datasets Meta and Anthropic admitted using to train their models (LibGen, Z-Library, Books3). If you’re in there we tell you which lawsuit class you auto-qualify for and give you pre-filled copyright assertion letters. (Anthropic just settled $1.5BN — ~$3,000 per claimed title.)
- Battle-zone picker. Before we audit, we propose three comp-zones at different market depths (niche / balanced / broad) — so you know which battle is winnable before we measure how you’re doing in it.
- Four engines, three repetitions each. ChatGPT + Claude + Perplexity + Gemini, each prompt run three times for statistical confidence (robust-appear / intermittent / robust-absent labels).
- Honest score with the maths shown. Per-axis formula, 95% confidence band, and a per-engine breakdown so you can see which engine is the weakest link — not a black-box number.
- We scan your existing site too. If you give us your author URL we fetch it server-side and check for schema.org/Book, schema.org/Person, Open Graph tags, canonical, and a per-book page — then tell you exactly what’s missing.
- Paste-ready schema snippets. For every missing signal, we generate the exact
<script type="application/ld+json">block pre-filled with your book’s title and author. One-click copy. - Listing rewrite. Rufus-optimised Amazon description, 7 backend keywords, 5 bullets, 3 A+ Content blocks, author bio.
- AI visibility kit. Wikidata QuickStatements drafts (book + author), schema.org/Book JSON-LD, Author Knowledge File, Goodreads bio rewrite.
- Action Roadmap, tagged by confidence. Every action labelled Direct cause-effect / Likely lift / Outreach roulette — no false certainty. Plus listicle outreach tiered Pitchable / Aspirational / Out-of-reach so you target what’s actually winnable.
- Citation receipts. Every URL your competitors got cited from is exportable as a CSV. You know exactly which editors to pitch.
- Re-audit any time to see how your score moved — automatic diff against your previous audit when you re-buy with the same email + title.
- Beautiful PDF download — agency-grade report you can print, share, or paste into a board meeting.
Want to try before paying? Free check: did AI steal your book? (30 seconds, no payment — checks 13 datasets including Books3) · 1-prompt teaser · See a real audit
Need more than the audit?
Done-for-you and Catalogue tiers
£299 · Done-for-you Launch
We publish the artefacts for you
Full audit included PLUS: we publish your Author Knowledge File on your domain (or coach you through it), submit your Wikidata book + author entries, update your Goodreads bio, claim Author Central, and send 5 cold- outreach pitches to the listicle editors the audit surfaced. Re-audit at day 30 included.
Book a 15-min intro call →£3,000+ · Catalogue Audit
50–500 titles, weekly monitoring
For publishers + literary agents with a list of 50+ titles. Full audit per title, weekly monitoring + alert on score drops, quarterly deep-dive with diff vs prior quarter, ranked fixes per imprint. Bulk listing rewrites + structural packs included.
Book a 30-min discovery call →Payment by Lemon Squeezy. We store your email + the audit result so you can come back to it later. The audit takes ~2-3 minutes after payment confirms. Lost your result link? Look it up at /publisher-audit/my-audits.