• Fragmented content across posts, Reels/TikToks, Lives, and newsletters makes it hard to assemble a cohesive, high-quality book.
• Manual drafting, editing, and research consume time influencers need for content calendars and brand deals.
• Maintaining an authentic voice at book length is difficult; ghostwriting often dilutes tone and credibility.
✓ Time-to-book reduced by 60–80% through automated outlining, drafting, and editing.
✓ Production costs lowered by 30–50% versus traditional ghostwriting and manual research.
✓ 2–4x increase in preorder conversion from data-driven hooks, titles, and landing pages.