The Honest Starting Point

My first coloring book made $0 in its first three weeks. My sixth made $214 in its first month. The difference wasn't luck — it was one small niche pivot that changed everything.

I'd been watching the "AI coloring book" hype cycle for a while before finally committing to a real 60-day test in early 2026. No outsourced graphics, no design agency. Just me, a few AI tools, and Amazon KDP's free publishing platform. Here's what actually happened.

The Tools and Setup

The core stack is simple and cheap.

I used Midjourney v6 ($10/month on the Basic plan) for generating the line-art illustrations. The key prompt modifier is --style raw --no shading, color, fill — this forces clean black outlines that actually print well. Without that, you get grayscale blobs that look terrible on the page.

For layout, I used Canva Pro ($15/month) to build 8.5×11 inch interiors at 300 DPI. Amazon KDP requires at least 300 DPI for print books, and Canva handles this natively now. I also tried Book Bolt ($9.99/month) for cover design templates — it's built specifically for KDP and saves a lot of guesswork on bleed and margin settings.

Total monthly tool cost: roughly $35. Publishing on KDP is free.

Pro tip: Set your Midjourney image dimensions to 2:3 ratio (portrait) from the start. Retrofitting landscape images into portrait page layouts wastes hours and the crops rarely look right.

What I Published and What Sold

Over 60 days I published 11 books. Here's a breakdown of how they performed:

Book Theme Pages Launch Date 60-Day Revenue
Generic mandalas 50 Day 1 $0
Cottagecore mushrooms 40 Day 8 $31
Affirmation florals (adults) 50 Day 14 $67
Dinosaurs for toddlers 30 Day 20 $44
Coastal homes (architecture) 50 Day 28 $214
Celestial cats 40 Day 35 $89

The coastal homes book was the outlier. There's genuine demand for architectural coloring books from adults — less competition than florals, and buyers actually search for it. That single niche insight is worth more than any tool in my stack.

The Niche Research Process That Actually Works

Generic mandala books are dead. Amazon is flooded. If you publish one today, it will disappear into page 47 of search results before a single human sees it.

The process I now follow:

  1. Search Amazon for "coloring book" + a modifier (e.g., "coastal," "farmhouse," "retro diner"). Look for results under 500 reviews in the top 10. That signals real demand with manageable competition.
  2. Check the BSR (Best Seller Rank) on any book under #100,000 in Books. That means it's selling at least a few copies per week.
  3. Validate on Pinterest and Etsy. If a visual aesthetic is trending on both platforms, there's a coloring book audience for it.
  4. Generate a test batch of 10 images in Midjourney before committing to a full book. If the output looks weak or generic, move on.
  5. Publish a 30-page version first. If it earns within 30 days, expand to 50 pages and re-upload. KDP lets you update files anytime.
Pro tip: Use the free Chrome extension KDP Rocket Estimator (also called Publisher Rocket's free tier) to cross-check estimated monthly sales on competitor titles before you invest time in a niche.

What KDP Actually Pays

Royalties on a $9.99 paperback coloring book (black and white interior) through KDP run around $2.15–$2.50 per sale after printing costs, depending on page count and marketplace. Color interiors slash that royalty almost in half, which is why most successful low-content books stick to black-and-white line art.

My 60-day total across all 11 books: $487. Not life-changing. But this is also largely passive after upload — no inventory, no shipping, no customer service. Book five keeps selling while I work on something else.

FAQ

Do I need an LLC or business entity to sell on KDP?

No. You can publish as an individual with a personal tax ID. KDP withholds taxes for non-US sellers depending on your country's treaty status — check the KDP tax interview when you set up your account.

Can Amazon detect AI-generated images and take down my book?

As of mid-2026, Amazon requires disclosure if a book contains "AI-generated content" but does not ban it. There's a checkbox during the publishing flow. Check it, publish cleanly, and you're compliant.

How long does it take to publish one book?

With a practiced workflow, about 4–6 hours per 40-page book: 2 hours generating and curating images, 2 hours laying out in Canva, 30 minutes on the cover, 30 minutes uploading and filling out metadata.

Is this scalable?

Yes, but not infinitely. The ceiling is real — you're competing on Amazon's search algorithm, and more sellers enter every month. The window is open, but it's not wide forever. Move now if you're interested.

Bottom Line

AI coloring books on KDP work — but only if you treat niche research as seriously as the art itself. Generic themes earn nothing. Specific, underserved aesthetics with real buyer intent can generate genuine passive income on a $35/month tool budget. My 60-day run proved the model is viable, not miraculous.

Start with one niche, publish one test book, and let the data tell you where to go next.

Want more experiments like this? Browse the AI Profit Automation blog for weekly breakdowns on turning AI tools into real income.

Written by

Founder & AI Automation Researcher

Mahendra Bugaliya is the founder of AI Profit Automation. He tests AI tools and automation workflows hands-on and writes practical, no-hype guides on using them to build and grow online income.

Tags
AI coloring books Amazon KDP passive income AI Midjourney KDP AI low content books self publishing income KDP niche research AI side hustle