Part of: How to make money with AI — see all 6 income models
Generate AI coloring books in a weekend and sell them passively on Amazon KDP
By Sher Min·Co-founder · Editorial & Technical SEO
Midjourney makes the pages. Canva formats the book. KDP sells it forever — no inventory, no fulfilment, no studio.
What you'll ship
- A 20–30 page AI-generated coloring book interior in a specific niche
- A professional KDP paperback cover designed in Canva
- A live Amazon listing with keyword-optimised title, description, and categories
Earning potential
$50–$3,000
per month · per track · passive
Earnings disclaimer: Ranges are illustrative, not guaranteed. Individual results vary based on niche, effort, market conditions, and execution. Most readers should expect to start at the lower end while building experience.
Step 01 · 30 min
Pick a niche with proven demand
Coloring books are a crowded category — niche specificity is how you compete. Search Amazon for "coloring book" and browse the bestseller lists. The niches with consistent demand break into two audiences:
Adult coloring books: mandalas, botanical/floral, animals (cats, dogs, birds), fantasy (dragons, fairies, mythical creatures), seasonal (Christmas, Halloween, summer), stress-relief patterns, and retro/vintage themes.
Kids coloring books: dinosaurs, unicorns, farm animals, ocean creatures, superheroes (original, not trademarked characters), alphabet and number themes, and seasonal/holiday.
Pick one specific niche — not "animals" but "cute kawaii cats", not "Christmas" but "Christmas woodland animals". Check the top 10 books in your chosen sub-niche and look for books with fewer than 200 reviews. That signals real demand without overwhelming competition.
One profitable test: search your niche + "coloring book" on Amazon and note if the top results have 30–100 reviews and a Best Seller Rank under 200,000. That range means consistent but not impossible sales velocity.
Pro tip
Avoid licensed characters (Disney, Pokémon, Marvel) entirely — Amazon will remove your book and suspend your account. Stick to original designs in proven thematic niches.
Step 02 · 2–3 hrs
Generate coloring page illustrations with Midjourney
Log into [Midjourney](https://midjourney.com) and use the web interface or a Discord server. You need 20–30 coloring book pages for a standard KDP book.
The core prompt formula for coloring pages: ``` [subject], coloring book page, black and white line art, clean outlines, no shading, no grey tones, white background, intricate detail, --style raw --no color ```
Examples that work well: - `cute cat sitting in a garden, coloring book page, black and white line art, clean outlines, no shading, white background, intricate floral details --style raw --no color` - `christmas wreath with holly berries and ribbon, coloring book page, thick clean outlines, white background, no shading, simple design for kids --style raw --no color` - `mandala with floral patterns, coloring book page, symmetrical, intricate detail, black and white line art, white background --style raw --no color`
Generate 4 variations per prompt (Midjourney default) and select the best one. For 20–25 pages, you'll run 20–30 prompts — budget about 2–3 hours for generation, selection, and iteration.
Common issues and fixes: - Too much shading → add `--no shadow, no gradient, no gray` to your prompt - Lines too thin → add `bold outlines, thick strokes` to your prompt - Background not white → add `pure white background, no texture` to your prompt
Save each selected image at full resolution (right-click → save). Do not upscale unless lines become blurry — standard Midjourney output is sufficient for KDP print quality.
Pro tip
Consistency across pages matters more than individual page perfection. Run the same base prompt with slight subject variations so your book has a cohesive style throughout.
Step 03 · 1–2 hrs
Format the interior pages in Canva
Open Canva and create a Custom Size document at 8.5 × 11 inches — the standard KDP paperback trim size for coloring books. Set the resolution to 300 DPI (Canva handles this on export).
Interior page setup: - Background: solid white - Margins: 0.25 inches on all sides (required by KDP) - One illustration per page, centred - Do not add page numbers to the interior — KDP adds them automatically if you request them, but coloring books typically skip numbers
Create a single 8.5×11 template in Canva, then duplicate the page 20–30 times and drop a different illustration into each page. Resize each image to fill the page within the margin boundaries.
Adding a title page (optional but recommended): Add a first page with your book title in a clean, readable font. Keep it simple — a decorative border element (you can use one of your coloring page illustrations, shrunk to a corner frame) with the title in the centre.
Exporting the interior: Download as PDF Print (not PDF Standard). This preserves the 300 DPI quality KDP requires for clean print output. The file will be large (50–200MB) — that is normal.
Pro tip
KDP requires a bleed setting if your design goes to the edge of the page. For coloring books with white backgrounds and centred images, no bleed is needed — simpler and faster.
Step 04 · 45 min
Design the cover in Canva
The cover is the most important sales asset — it is what buyers see first in Amazon search results. A professional cover at thumbnail size is the difference between a click and a scroll-past.
KDP cover specifications: KDP provides a Cover Calculator tool at kdp.amazon.com/en_US/cover-calc — use it to get the exact pixel dimensions based on your page count and trim size. For a 30-page 8.5×11 paperback, dimensions will be approximately 6,000 × 4,500px (full wrap including spine and back).
If you want to avoid the full wrap, create just the front cover at 2,550 × 3,300px (8.5×11 at 300 DPI) and use KDP's cover creator for the spine and back.
Cover design formula: - Choose one of your best coloring page illustrations as the focal image (or generate a special cover-quality version with more detail) - Add a bold, readable title in the centre or top — use a contrasting color that pops (deep purple, navy, warm red work well against white line art) - Add a subtitle: "20 Original Designs to Color and Relax" or "30 Pages of Fun for Kids Ages 4–8" - Keep the back cover clean with a 1–2 sentence description and your author name
Export as PDF Print or high-resolution JPEG.
Pro tip
Look at the top 5 books in your niche and note what their covers have in common. Match the visual signals of the category (bright and playful for kids, sophisticated and calming for adult) rather than trying to stand out completely.
Step 05 · 1 hr
Publish on Amazon KDP
Go to [kdp.amazon.com](https://kdp.amazon.com) and click + Paperback.
Key fields: - Title: Include your main keyword in the title. Example: "Cute Cats Coloring Book: 25 Original Kawaii Cat Designs for Adults and Teens" - Author name: Use a pen name if preferred — it appears on the Amazon listing - Description: 150–200 words. Open with who this book is for, what makes it special, and what's included. Ask Claude: *"Write an Amazon KDP description for a coloring book titled '[Your Title]'. 150 words. Warm, approachable tone. Include who it's for, page count, and the specific niche."* - Keywords: 7 keyword phrases. Target what buyers search: "adult coloring book cats", "cute cat coloring pages", "kawaii coloring book for teens" - Categories: Choose 2 specific sub-categories under Books → Crafts, Hobbies & Home → Crafts & Hobbies → Drawing
Pricing: Set your paperback price between $6.99–$9.99. At $7.99 with a 60% royalty rate (KDP standard for paperbacks), you earn ~$1.70 per sale after printing costs. Printing costs vary by page count — KDP shows the exact royalty estimate before you publish.
Upload your interior PDF and cover, preview in the KDP previewer, and submit. KDP review takes 24–72 hours.
Pro tip
Enable both Paperback and Kindle ebook formats for the same book. Coloring books don't translate well to Kindle, but listing both increases your Amazon presence and some buyers buy both formats.
Step 06 · Ongoing
Scale with volume across niches
A single coloring book earns modest income unless you hit a viral niche or gather strong reviews quickly. The real passive income model is catalogue depth — publishing 5–10 books across related niches.
The compounding effect: each book gets discovered via Amazon's "Customers also bought" algorithm, which cross-promotes your entire catalogue. A buyer who finds your cat coloring book and loves it will also buy your dog coloring book, your nature coloring book, and your seasonal series.
A practical 30-day plan: - Week 1: Publish your first book. Start generating the next niche's illustrations while it goes through KDP review - Week 2: Publish book 2. Begin gathering your first reviews (share with friends, family, relevant Reddit communities) - Week 3–4: Publish books 3–4. Monitor which books have the best organic click-through based on early reviews
Optimising existing listings: once a book has 5+ reviews, revisit the description and keywords to improve discoverability. Amazon's A9 algorithm rewards listings that convert well — better keyword targeting + early reviews = higher organic ranking.
KDP Select (optional): enrolling in KDP Select gives you Kindle Unlimited access and promotional tools. For coloring books (which are print-focused), the Kindle Unlimited benefit is minimal — skip it unless you have a strong Kindle digital coloring edition.
Frequently asked questions
Bottom line
Ship it.
AI coloring books are one of the clearest beginner passive income plays on Amazon KDP — the barrier is extremely low (Midjourney generates the pages, Canva formats the book, KDP handles printing and fulfilment for free), and the market has real depth across dozens of niches. The honest expectation: a single coloring book earns modest passive income, likely $20–$100/month in a decent niche. The model becomes genuinely interesting when you've published 5–10 titles, each discovering the others via Amazon's cross-promotion engine. Treat the first book as your education — learn niche selection, cover design, and keyword targeting — and build from there.
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