Amazon Kindle Direct Publishing has fundamentally transformed the publishing industry, creating a direct path for entrepreneurs to generate significant passive income without traditional gatekeepers. This comprehensive guide covers everything you need to know to build a profitable KDP business, from understanding the various business models to scaling to six figures and beyond.
Amazon dominates the book market with approximately 83% of US ebook sales and a massive share of print-on-demand paperbacks and hardcovers. When you publish through KDP, you gain instant access to hundreds of millions of active Amazon customers worldwide. The platform handles printing, shipping, customer service, and returns. Your job is simply to create products that people want to buy.
The royalty structure is remarkably favorable compared to traditional publishing. While traditional publishers offer authors 10-15% royalties, KDP pays 35-70% on ebooks, and on paperbacks 50% minus printing costs at or below a $9.98 list price, rising to 60% at $9.99 and above. This means you keep the majority of every sale, and there are no inventory costs, no upfront printing expenses, and no minimum order quantities.
The market size is substantial. Over one million authors earned royalties through KDP in 2024, with top publishers generating over $100,000 per month. The opportunity spans multiple book categories and formats, allowing publishers to find niches that match their skills and interests.
What makes KDP particularly attractive for entrepreneurs is that you do not need to be a writer. The most profitable KDP business models involve minimal writing. Low-content books like journals and planners require only design skills. Medium-content books like puzzle books can be generated with software. Even content-heavy non-fiction can be created with AI assistance and proper research. This opens the door for anyone willing to learn the system.
These books have minimal interior content. Lined pages, habit trackers, gratitude prompts. You're selling the cover design and niche targeting, not the writing.
More effort but higher perceived value and better reviews. Puzzle books especially have rabid repeat buyers.
Use AI to research, outline, and draft. You edit, add expertise, and polish. This is where the real money lives.
1. Create Amazon KDP account (free) 2. Set up payment and tax info 3. Research 10 potential niches using Amazon search 4. Install DS Amazon Quick View (Chrome extension) 5. Study top 100 in your target categories
1. Choose your highest-potential niche 2. Design cover in Canva (or hire on Fiverr for $10-30) 3. Create interior using Book Bolt or Canva 4. Write compelling title with keywords 5. Craft description that sells 6. Upload and publish
1. Publish 2-3 books per week minimum 2. Test different niches 3. Double down on winners 4. Build series (buyers love series) 5. Start running Amazon ads on top performers
1. Analyze sales data 2. Update underperforming listings 3. Create variations of winners 4. Expand to related niches 5. Consider hardcover versions (higher royalties)
Your book's success is 70% keyword selection. Here's how to find winners:
Your cover is your billboard. It needs to: 1. Be readable as a thumbnail 2. Clearly communicate the book's purpose 3. Match genre expectations 4. Stand out from competitors 5. Look professional
1. Chasing trends too late - By the time you see it on YouTube, it's saturated 2. Ugly covers - Invest in design or learn Canva properly 3. Ignoring keywords - Great book + bad keywords = no sales 4. Giving up too early - Most quit before book 20, success comes at book 50+ 5. Not building series - One-offs leave money on the table 6. Copying competitors exactly - Amazon will suppress duplicate content
The self-publishing market has experienced exponential growth over the past decade. In 2024, self-published titles accounted for over 40% of all ebook sales on Amazon, with the number increasing year over year. The global self-publishing market is projected to reach $52 billion by 2030, driven by increasing author participation and reader acceptance of independently published works.
Amazon KDP specifically processes millions of book uploads annually. While exact figures are proprietary, industry estimates suggest over 2 million new titles are published through KDP each year. This might seem like saturation, but it actually indicates a healthy, growing marketplace with proven demand.
Competitive Analysis by Category
Understanding competition levels across categories is crucial for strategic positioning:
Low Competition Categories (Easier Entry):
- Specialized journals (sobriety, grief, specific hobbies)
- Niche planners (wedding, homeschool, small business)
- Large print books for seniors
- Regional or local-focused content
- Specialized workbooks (therapy, coaching frameworks)
Medium Competition Categories (Balanced Opportunity):
- General fitness journals and planners
- Standard puzzle books (word search, sudoku)
- Coloring books for adults
- Children's activity books
- General self-help topics
High Competition Categories (Requires Differentiation):
- Weight loss journals
- Daily planners without specific niche
- Generic notebooks
- Popular fiction genres
- Mainstream coloring books
Seasonal Trends and Timing
KDP sales follow predictable seasonal patterns that smart publishers exploit:
Q4 (October-December): Peak season accounting for 35-50% of annual revenue for most publishers. Holiday gift buying drives massive sales in journals, planners, and gift-appropriate books. Prepare new releases by September for Q4 success.
Q1 (January-March): Strong period for planners, goal-setting journals, fitness trackers, and self-improvement content. New Year resolution buyers create a secondary peak. Launch relevant products by December.
Q2 (April-June): Moderate sales with spikes around graduation, Mother's Day, and Father's Day. Educational workbooks peak before summer. Travel journals gain traction.
Q3 (July-September): Traditionally slowest quarter but offers opportunities in back-to-school content, teacher planners, and fall preparation planners. Use this time to build inventory for Q4.
Advanced Low-Content Book Strategies
Creating profitable low-content books requires understanding buyer psychology. People buy these books because they want structure, accountability, or self-expression. Your job is matching the right format to the right audience.
Journal Types That Sell:
- Gratitude journals (massive evergreen market)
- Prayer journals (faith community buyers are loyal)
- Dream journals (new age and wellness markets)
- Bullet journal templates (organization-focused buyers)
- Travel journals (destination-specific sells better)
- Reading logs (book club communities)
- Recipe journals (blank or prompted formats)
Planner Variations:
- Daily/weekly/monthly formats
- Academic year vs calendar year
- Undated (evergreen, no obsolescence)
- Goal-specific (fitness, finance, business)
- Life stage (pregnancy, retirement, college)
- Professional (teacher, realtor, nurse)
Advanced Medium-Content Strategies
Puzzle Book Deep Dive: Puzzle books represent one of the most profitable KDP categories because buyers consume them and return for more. A single puzzle book buyer might purchase 20-50 books per year.
Puzzle Generation Tools:
- Puzzle Maker Pro ($97, comprehensive suite)
- Word Search Creator (free and paid options)
- Crossword Compiler ($50+)
- Sudoku generators (multiple free options)
- KDP Puzzle Generator (included with Book Bolt)
Puzzle Book Best Practices:
- Large print sells better than standard (aging demographics)
- Include solutions at the back
- Theme your puzzles (holidays, seasons, interests)
- Create series with consistent branding
- 100+ puzzles per book for perceived value
- Test difficulty levels (easy sells better than hard)
Coloring Book Strategies:
- Commission artists on Fiverr ($5-20 per illustration)
- Use AI art generation (Midjourney, DALL-E) for base images
- License stock illustrations with commercial rights
- Create themed collections (animals, mandalas, landscapes)
- Consider single-sided printing (markers bleed)
AI-Assisted Publishing Framework
Step 1: Topic Research and Validation Before writing anything, validate demand using Publisher Rocket or free Amazon research. Look for topics with search volume, existing books with reviews proving buyers exist, room for improvement in current offerings, and your ability to add unique value.
Step 2: Comprehensive Outlining Use AI to generate initial outlines, then refine based on competitor analysis. A typical non-fiction structure includes introduction with hook and promise, foundation chapters covering basics and context, core content with main strategies and step-by-step processes, advanced material for optimization and scaling, and conclusion with summary and next steps.
Step 3: Draft Generation AI tools like ChatGPT, Claude, or Jasper can generate initial drafts. Work chapter by chapter rather than the entire book at once. Provide specific prompts with context. Request examples, case studies, and actionable steps. Generate multiple versions and combine the best elements.
Step 4: Human Enhancement AI drafts require significant human editing. Add personal experiences and unique insights. Verify all facts and statistics. Improve flow and readability. Remove repetitive or generic content. Add original frameworks and methodologies. Ensure consistent voice throughout.
Detailed First 90 Days Breakdown
Week 1 Detailed Actions:
Day 1: Account Setup Go to kdp.amazon.com and sign in with Amazon account. Complete tax interview (W-9 for US, W-8BEN for international). Add bank account for royalty deposits. Set up two-factor authentication for security.
Day 2-3: Market Immersion Browse Amazon's book categories for 2-3 hours. Note which categories have active sales indicated by new reviews meaning recent purchases. Identify 10 potential niches that interest you. Save competitor listings for analysis.
Day 4-5: Competition Analysis For each potential niche, find top 20 books. Record BSR, review count, review quality, and price points. Identify gaps in the market through complaints in reviews. Note what successful covers have in common.
Day 6-7: Decision and Planning Narrow down to top 3 niches. Create a 90-day publishing calendar. Set up project folders and tracking spreadsheet. Order any needed tools or subscriptions.
Cover Design Masterclass: Your cover sells your book. Research genre conventions to see what bestsellers look like. Choose a cover style that fits but stands out. Use Canva's KDP templates for correct dimensions. Select fonts that are readable at thumbnail size. Limit to 2-3 colors maximum. Test by viewing at small size as Amazon displays it. Get feedback from potential buyers rather than friends or family.
Interior Creation Process: For low-content books, determine page count with 120-200 pages being typical. Create or acquire interior template. Ensure margins meet KDP requirements. Export as PDF with proper bleed settings. Review PDF page by page before upload.
Title and Subtitle Optimization: Your title must include keywords while remaining readable. Use the formula of Primary Keyword plus Benefit plus Audience. Example: "Fitness Journal for Women: Daily Workout Tracker and Progress Log for Weight Loss"
Scaling Strategies During Growth Phase
Batch Production: Efficiency comes from batching similar tasks. Have a design day to create 5-10 covers in one session. Have an interior day to produce multiple interiors using templates. Have a publishing day to upload and list multiple books at once. Have a research day to identify next month's publishing targets.
Series Building: Series create compound value. Readers who buy one often buy all. Amazon cross-promotes series books. Consistent branding builds recognition. Higher lifetime customer value results.
Example series approach: Start with "Fitness Journal for Women" as general, then "Fitness Journal for Women Over 40" for age segment, "Fitness Journal for Busy Moms" for lifestyle segment, "Fitness Journal for Beginners" for experience level, and "Keto Fitness Journal for Women" for diet-specific.
Advanced Keyword Strategies
Long-Tail Keyword Mining: Broad keywords are competitive. Long-tail variations are profitable. Instead of "gratitude journal," target "gratitude journal for teenage girls," "gratitude journal with prompts for anxiety," "gratitude journal for Christian women," or "5-minute gratitude journal for busy professionals."
Keyword Placement Hierarchy: Title carries most weight, followed by subtitle with significant weight, then backend keywords with 7 keyword slots, description with moderate weight, and author name which can include keywords for pen names.
Seasonal Keyword Timing: Research Q4 keywords in August. Launch Christmas-themed books by October 1. Have New Year content ready by December 1. Valentine's content should be ready by January 15. Back-to-school content should launch by July.
Detailed Pricing Psychology
Price Anchoring: Offer multiple formats to anchor value. Ebook at $4.99 serves as entry point. Paperback at $12.99 is the main offer. Hardcover at $24.99 serves as premium anchor. The hardcover makes the paperback seem reasonable even if few buy it.
Royalty Optimization: Amazon's royalty structure has sweet spots. Ebooks pay 70% royalty at $2.99-9.99 and 35% below or above that range. Paperbacks pay 60% minus printing costs only at a list price of $9.99 and above on Amazon.com. At or below $9.98 the rate is 50%, which covers most of the low-content price band recommended on this page. Hardcovers have higher margins than paperback. Calculate your break-even point and target minimum profit per sale.
Comprehensive Amazon Ads Strategy
Campaign Types:
Automatic Campaigns let Amazon find relevant keywords for you. They are best for new books and keyword discovery. Mine search term reports for manual campaigns. Use lower bids for broader reach.
Manual Keyword Campaigns include exact match for highest conversion with lowest reach, phrase match for balanced approach, and broad match for discovery and volume.
Product Targeting lets you target specific competitor ASINs to appear on their product pages. This is effective for established niches.
Ad Budget Allocation: For a book earning $3 profit per sale, target ACoS of 30% meaning $0.90 ad cost per sale. Set daily budget of $10-20 per book. Monthly ad investment would be $300-600 per book. Expected additional sales would be 333-666 per month.
Detailed Income Breakdown and Projections
Low-Content Book Economics:
Single book scenario for a fitness journal: Paperback price $7.99, Amazon printing cost $2.50 for 120 pages, your royalty $2.79 per sale, with ads at 30% ACoS you net $1.95 profit per sale.
Monthly projections: 10 sales/month equals $19.50 profit, 50 sales/month equals $97.50 profit, 100 sales/month equals $195 profit.
Portfolio approach with 100 books: Average 10 sales/book/month equals $1,950/month. Average 30 sales/book/month equals $5,850/month. Top 10% of books carry 50% of revenue.
Non-Fiction Economics:
AI-assisted how-to guide: Ebook price $4.99 with 70% royalty equals $3.49. Paperback price $14.99 with royalty of $4.80. Hardcover price $24.99 with royalty of $8.50. Average royalty across formats is $4.50.
Portfolio of 20 non-fiction books: 100 sales/book/month average equals 2,000 sales. Revenue of $9,000/month. After ads at 25% ACoS, net is $6,750/month.
Case Studies and Success Stories
Case Study 1: Sarah's Low-Content Empire Sarah started KDP publishing in 2022 with zero experience. She published 5 journals per week for 6 months. Total catalog reached 130 books. She focused on faith-based and wellness niches. Revenue by month 12 was $8,500/month. Current revenue in year 3 is $15,000/month. Time investment now is 10 hours/week maintenance. Key lessons: Consistency beats perfection. Niche focus builds authority. Q4 preparation is essential.
Case Study 2: Mike's Puzzle Book Machine Mike leveraged his software background to automate puzzle generation. He built custom puzzle generators for unique formats. He published 200 puzzle books in 18 months. He focused exclusively on large print for seniors. Revenue reached $22,000/month. Profit margin is 65% with minimal ads needed in his niche. Time investment after hiring a VA for uploads is 5 hours/week personally. Key lessons: Technical skills create competitive advantages. Underserved demographics like seniors are goldmines.
Case Study 3: Jennifer's Non-Fiction Authority Jennifer combined AI assistance with her nursing background. She published 15 health-related non-fiction books. Topics included caregiver guides, patient journals, and symptom trackers. She leveraged professional credibility in marketing. Revenue reached $12,000/month from books. Additional revenue of $8,000/month came from consulting and speaking. Books positioned her as industry expert. Key lessons: Expertise plus publishing equals authority building. Books open doors beyond royalties.
Risk Assessment and Mitigation
Market Saturation: Risk level is medium. Mitigation involves niching down, focusing on quality, and finding unique angles. Never compete on saturated broad keywords.
Amazon Policy Changes: Risk level is medium-high. Mitigation involves following guidelines strictly and diversifying income. Build email list for direct sales backup. Consider expanding to IngramSpark and Draft2Digital.
AI Content Penalties: Risk level is low-medium. Mitigation involves always adding human value and editing. Never publish raw AI output. Focus on unique frameworks and personal insight.
Review Manipulation Penalties: Risk level is high if violated. Mitigation involves never buying reviews and never incentivizing them. Build reviews organically through quality and ask inserts.
Account Termination: Risk level is low if compliant. Mitigation involves reading and following all KDP guidelines. Respond promptly to any Amazon communications. Keep records of original content creation.
Additional Critical Mistakes to Avoid
Ignoring Amazon's Guidelines leads to book removal or account termination. Read the content guidelines thoroughly.
Poor Interior Quality with blurry images, incorrect margins, or formatting errors leads to negative reviews and returns. Always order proof copies.
Neglecting Backend Keywords wastes seven keyword slots with 50 characters each. Use them all with relevant, non-repetitive terms.
Not Testing Prices misses opportunities since small price changes significantly impact sales and royalties. Test different price points quarterly.
Ignoring Reviews misses improvement opportunities. Review feedback reveals what to fix. Address common complaints in new editions.
Single Marketplace Focus ignores significant revenue from UK, Germany, and other markets.
Advanced Scaling Framework
Phase 1: Solo Publisher ($0-3K/month) Do everything yourself. Learn every aspect of the business. Publish consistently at 3-5 books/week minimum. Reinvest all profits into tools and education.
Phase 2: Leverage Tools ($3K-10K/month) Invest in premium tools like Publisher Rocket and Book Bolt Pro. Hire cover designers for all books. Develop reusable templates. Automate keyword research and tracking.
Phase 3: Build Team ($10K-30K/month) Hire virtual assistants for uploads and admin. Employ regular designers. For non-fiction, build writer/editor team. You focus on strategy and high-value tasks.
Phase 4: Portfolio Management ($30K+/month) Multiple pen names across niches. Dedicated teams per pen name or niche. Acquisition of existing book catalogs. Licensing deals with content creators.
International Expansion: Amazon operates marketplaces in US, UK, Germany, France, Spain, Italy, Japan, Canada, Australia, and more. Germany has strong demand for English learning materials. UK is similar to US but less competition. Japan requires translation but is a huge market. Expand systematically starting with UK and Canada for English content.
Audiobook Opportunity: ACX (Audiobook Creation Exchange) allows audiobook versions. Royalty share deals require no upfront cost. Pay-per-finished-hour runs $50-400 per hour. This creates an additional revenue stream from same content. The growing market has less competition than ebooks.
Essential (Free to Start): Canva free tier for covers and interiors. Amazon KDP account which is free. Google Sheets for tracking and planning. ChatGPT free tier for research and ideation.
Growth Stack ($50-200/month): Book Bolt at $10-20/month for interiors, research, and spy tools. Publisher Rocket at $97 one-time for keyword research. Canva Pro at $12.99/month for premium design features. Grammarly Premium at $12/month for writing quality.
Professional Stack ($200-500/month): Atticus at $147 one-time for professional formatting. Helium 10 at $97/month for advanced Amazon research. Jasper AI at $49/month for content generation. Adobe InDesign at $20.99/month for professional interiors.
Outsourcing Resources: Fiverr for cover designers, interior designers, and editors. Upwork for long-term contractor relationships. Reedsy for professional publishing services. 99designs for premium cover design.
The Long-Term KDP Mindset
The KDP opportunity is real, but it rewards consistency over genius. Successful KDP publishers understand:
This is a Business, Not a Lottery. Treat publishing like a business with processes, metrics, and continuous improvement. Track everything. Analyze results. Iterate constantly.
Volume Creates Leverage. Each book is a lottery ticket, but also a data point. More books mean more chances for hits and more data for optimization. Aim for quantity with acceptable quality, then improve quality over time.
Compound Growth is Real. A book published today earns royalties for years. 100 books each earning $30/month is $3,000/month forever with maintenance. This compounds as you add books and optimize existing ones.
Diversification Protects. Don't put all books in one niche. Spread across 3-5 niches minimum. Diversify pen names. Consider platform diversification with IngramSpark and Draft2Digital for additional reach.
Patience Wins. Most publishers who quit do so before book 50. Success rarely comes from a single book. It comes from persistent publishing over 12-24 months. Set realistic expectations and plan for the long term.
Publish more, learn faster, and let compound growth do the heavy lifting. The opportunity is real for those willing to treat it like the legitimate business it is.
2026 Market Snapshot
The 2026 KDP opportunity has split into two markets: the AI-saturated low-effort market that Amazon now actively filters, and a healthier long-tail market for niche books written for specific readers. Trends.vc's Self-Publishing and Ebooks reports describe the playing field as wide-open for authors who write in public, presell, and treat each book as both an asset and a lead magnet.
- Annual self-published titles released: roughly 1,700,000 (Trends.vc Report #0092)
- Royalty rate spread: about 10% via traditional publishing versus up to 70% on KDP and up to 97% selling direct
- Documented case studies: Philip Kiely $34,524 with one technical book; Jon Sherman $25,000 with one golf book; Joe Popelas $200,000 with AI-assisted books
- Presale validation examples: Tracy Osborn ~$5,000, Jon Yongfook $12,000 in one month, Alex Hillman 150 presales of "The Tiny MBA" within hours
- AI-assisted production stack: ChatGPT, Murf, Speechki, DALL-E 2, Midjourney, DeepL all now standard inputs for KDP authors
Key Players to Watch
The figures beside these names are reported publicly and unverified here. Book revenue in particular is quoted gross, before printing costs, advertising and returns.
KDP success in 2026 leans on a mix of established self-publishing operators, AI-savvy newcomers, and the indie-author community publishing in public on X and YouTube.
- Mike Shreeve - long-running KDP educator and operator
- Stefan James - Project Life Mastery founder, original mass-publishing channel
- Self Publishing School - cohort-based program training thousands of new authors
- Arvid Kahl - "Zero to Sold" / "The Embedded Entrepreneur" author, build-in-public operator
- Rob Fitzpatrick - "The Mom Test" self-published bestseller
- Steph Smith - "Doing Content Right" author and Trends.vc founder
- Daniel Vassallo - "The Good Parts of AWS" author, audience-first publishing model
- Joe Popelas - reportedly $200,000 from AI-assisted KDP books
- Sacha Greif - $6,663 in 48 hours and $25,000/month from a 40-page book
- Steve Schoger and Adam Wathan - "Refactoring UI" self-publishing case study
- Pieter Levels - "MAKE" and crowdsourced indie-author playbook
Predictions for 2026-2027
- Amazon continues tightening the AI-content filters that began in 2024, pushing serious authors toward presales and audience-first launches before uploading.
- Hybrid AI-plus-human production becomes standard: outline and edit by hand, draft and translate with LLMs, narrate with ElevenLabs or Murf, ship paperback and audio simultaneously.
- "Chat with the book" features (PDF.ai, BookAI.chat, iChatBook) become a default add-on that authors sell as a paid bonus alongside the ebook.
- Through 2027, more KDP authors graduate to paid communities where the book is bundled as a free entry point, mirroring the Mark Manson and Paul Millerd patterns.
- Traditional publishers continue acquiring proven self-published authors after they hit 5-10K copies, repeating the J.A. Konrath, Andy Weir, and Amanda Hocking trajectories.
Emerging Opportunities
Hyper-niche technical and reference books - The Trends.vc data shows small books on specific problems ($25-$100K outcomes from 40-100 page books) outperform broad self-help. Pick one professional pain point and write the definitive 100-page guide.
Bundled lead-magnet stacks - Sell a book that ships with templates, checklists, or video walkthroughs (Tomek Rudzki's 140-item SEO checklist; Mohamed Keita's vending business contracts). The bundle defends pricing against pure AI-generated competition.
Translated long-tail catalogs - DeepL and Systran make multi-language editions cheap. A solid English KDP backlist translated into Spanish, German, and Japanese is a classic catalog play with low marginal cost.
Audiobook expansion via voice cloning - ElevenLabs and Findaway Voices let one author release professional audiobooks for 10-20% of legacy production cost, capturing the still-growing audio market.
Common Objections & Counterarguments
"AI-generated books have ruined KDP." - Amazon now caps daily uploads and filters obvious AI content, while authors like Joe Popelas show that disclosed, edited AI-assisted books still earn meaningful revenue. The bar moved up; it didn't close.
"You need to be famous to sell books." - Trends.vc's repeated case studies are unknown-author launches: Sacha Greif at $25K/month from a 40-page book, Philip Kiely at $39K from a developer book based on interviews. Audience-first beats fame.
"Royalties are too small to matter." - Direct ebook sales pay up to 97% (Gumroad, your own site), and KDP pays up to 70% in the $2.99-$9.99 band. A 100-book backlog at $30 each per month is real numbers, not theoretical.
"The market is saturated." - 1.7M titles per year sounds saturated until you segment: most are abandoned after publication. The competitive set for any specific niche book is much thinner than the headline number.
Amazon's AI Rules, and the Distinction Most Guides Get Wrong
If you use AI anywhere in your publishing process, KDP's content guidelines impose a disclosure obligation, and the line Amazon draws is not the one people assume.
You must inform Amazon of AI-generated content (text, images, or translations) when you publish a new book, and again when you edit and republish an existing one. AI-generated images include both cover and interior artwork.
You are not required to disclose AI-assisted content. Amazon defines the two terms precisely.
AI-generated means text, images or translations created by an AI-based tool. Amazon's guidelines add the clause that catches people out: content is AI-generated even if you applied substantial edits afterwards. Heavy revision does not reclassify it.
AI-assisted means you created the content yourself and used AI tools to edit, refine, error-check or otherwise improve it. It also covers using AI to brainstorm and generate ideas where you ultimately wrote the text or made the images yourself. Amazon states it is not necessary to inform them of these uses.
The practical test is not how much you changed it. It is who produced the first draft.
Two further points worth being clear on.
This disclosure goes to Amazon, not to readers. It is a field in the publishing workflow rather than a label on your book's page. That surprises people in both directions: it is less exposing than they fear, and it is not optional because it is invisible.
You remain responsible for the content either way. Amazon's guidelines state that you must verify that all AI-generated and AI-assisted content complies with the content guidelines, including all applicable intellectual property rights. Delegating the writing does not delegate the liability, and an AI tool reproducing someone else's protected text is your problem at the point of publication.
The volume limit
Amazon also caps new title submissions, with a limit reported at three new titles per day per account, introduced to slow mass automated publishing. Amazon has indicated the number can change and that publishers with a genuine need can request an exception.
Read that limit as a signal about strategy rather than as an obstacle. It exists because the flood-the-catalogue model became a problem for the store, and the platform's incentives are now firmly against it. A business plan whose economics require publishing dozens of low-effort titles is a plan running directly into the direction of enforcement, and the volume cap is the mildest form that enforcement takes. Account termination, with unpaid royalties, is the other end of it.
The durable version of this business has always been fewer books that people finish and recommend, in a category you understand. That was true before the AI rules and the rules have made it considerably more true.