Your cover is finished. The title is readable, the composition works, and the file is ready for KDP.
Then your designer tells you one detail you did not ask about earlier: part of the background came from generative fill.
Now the question is no longer whether the cover looks professional. It is whether Amazon KDP expects you to disclose AI-generated artwork.
KDP AI cover disclosure depends on who created the actual visual content. If an AI-based tool created the image or artwork that appears on the finished cover, KDP classifies that material as AI-generated, even after substantial human edits. If a human created the artwork and AI only edited, refined, checked, or improved it, KDP classifies the work as AI-assisted and does not require AI disclosure.
Key Takeaways
- KDP classifies cover artwork by how the actual visual content was created, not by how polished the final file looks.
- Heavy Photoshop work does not turn an AI-generated image into AI-assisted art.
- Human-created artwork that AI only refines can fall under AI-assisted content.
- When generative tools add new visible objects, backgrounds, textures, or other image content, the safer reading is to disclose that generated material.
What Does Amazon KDP Actually Require for AI Cover Art?
Amazon's current KDP Content Guidelines require authors and publishers to report AI-generated text, images, or translations when publishing a new book or editing and republishing an existing one.
KDP states that “AI-generated images include cover and interior images and artwork.”
KDP draws the line this way:
- AI-generated: an AI-based tool created the actual text, image, or translation. Human editing afterward does not change that classification.
- AI-assisted: the human created the content and used AI to edit, refine, error-check, or otherwise improve it.
- AI-assisted brainstorming: AI may help develop ideas, but the human ultimately creates the final text or image.
That distinction matters because the disclosure question concerns the origin of the visual content, not how many hours a designer later spends modifying it.
The issue is increasingly relevant across publishing. A 2026 BookNet Canada and Book Industry Study Group report presented 559 North American book-industry responses, with 86% identifying inadequate controls around copyrighted material as their primary AI concern.
That does not make AI cover art prohibited. It does make production history, rights, and source records worth checking before publication.
When Does AI-Assisted Art Become AI-Generated?
The boundary is not a percentage.
KDP does not say that 10%, 30%, or 50% AI involvement changes a cover's classification. Its current public definition asks a more useful question:
Did the AI tool create actual image content that remains in the finished cover?
If yes, the relevant artwork falls under KDP's AI-generated definition.
If no, and a human created the artwork while AI merely improved it, the workflow fits the AI-assisted definition more closely.
This means substantial human editing cannot erase the original generation event. A designer can crop, repaint, color-grade, retouch, add typography, and rebuild parts of an AI-created image. KDP still classifies content created by an AI-based tool as AI-generated after substantial edits.
Use the ORIGIN Test Before Answering KDP's Disclosure Question
O: Original Visual
Who created the image before AI touched it?
Was it a human illustration, licensed photograph, hand-built collage, or an image produced from a text prompt?
R: Retained AI Content
Does any AI-created material remain in the final cover?
Look beyond the main subject. Check backgrounds, skies, textures, props, decorative objects, generated extensions, and replacement areas.
I: Improvement or Invention?
Did AI improve existing human work, or did it create something new?
Sharpening a photograph is different from generating a new city behind the person in that photograph.
G: Generative Step
Was text-to-image, image-to-image generation, generative fill, or another generative function used to create visible parts of the cover?
If yes, you have a generation event to account for.
I: Input Is Not the Final Output
A human sketch, photograph, or mood board can be the input without making the resulting AI-rendered image human-created.
Ask who created the visual expression visible in the finished file.
N: Notes and Source Files
Keep:
- the original artwork
- generated versions
- layered design file
- prompts where relevant
- stock licences
- designer agreement
- final cover file
The goal is a clear production record, not paperwork for its own sake.
KDP AI Cover Disclosure: Common Workflows Compared
| Cover workflow | Likely KDP classification | Why |
|---|---|---|
| Human draws illustration; AI corrects noise or sharpness | AI-assisted | Human created the actual artwork |
| Human photo; AI performs cleanup or color refinement | AI-assisted | AI improves existing human-created content |
| AI brainstorms concepts; designer manually creates final cover | AI-assisted | AI supplies ideas, not final image content |
| Text prompt creates illustration; designer heavily edits it | AI-generated | AI created the actual image |
| Human sketch goes through image-to-image AI to create final painting | AI-generated | AI creates the rendered visual output |
| Human photo remains, but generative fill creates a new background | Treat generated area as AI-generated | AI created visible image content |
| AI creates a missing object or character in the composition | AI-generated | New visual expression came from AI |
| Human manually combines licensed photography and typography | Not AI-generated on that basis | No generative AI created the imagery |
Amazon does not currently publish a feature-by-feature classification for every upscaler, retouching tool, background remover, or editing function. The table therefore applies KDP's published definition to common production workflows rather than pretending Amazon has formally ruled on every software feature.
Does Generative Fill Count as AI-Generated Cover Art?
When generative fill creates new visible image content, the safer interpretation of KDP's rule is yes.
Suppose a photographer creates the central portrait, but generative AI expands the canvas and invents a forest, building, clouds, or furniture around the subject.
The final cover now contains image material created by an AI-based tool.
KDP's current public definition does not state a minimum percentage of generated artwork that authors may ignore. That makes it risky to assume a small generated area is automatically exempt.
The better question is not:
“How much AI is there?”
Ask:
“Did generative AI create something visible that remains in the final cover?”
Can Heavy Human Editing Make AI-Generated Art AI-Assisted?
No, not under KDP's current definition.
Consider this illustrative workflow:
- A text prompt generates a fantasy landscape.
- The designer repaints the sky.
- The central character is partly redrawn by hand.
- Typography is created manually.
- Lighting, textures, colors, and composition are heavily changed.
The final cover may contain substantial human creative work, but that does not remove the AI-generated material used in it.
KDP explicitly says AI-created content remains AI-generated even after substantial edits.
This is where authors sometimes misclassify the cover.
The amount of human work after generation does not rewrite the artwork's production history.
KDP Disclosure and Copyright Are Not the Same Question
KDP disclosure and copyright answer different questions.
The U.S. Copyright Office concluded that generative-AI outputs may contain copyrightable material when sufficient human-authored expressive elements exist, including human selection, arrangement, or creative modification. Mere prompting by itself generally does not supply sufficient human control.
KDP applies a different operational rule.
If an AI-based tool created the actual image, KDP classifies that content as AI-generated even when a human later performs substantial editing.
So these two statements can both be true:
- Your cover contains copyrightable human contributions.
- Your cover also contains AI-generated artwork that should be disclosed to KDP.
Do not use copyright status as a shortcut for answering Amazon's AI-origin question.
What Should You Ask a Cover Designer Before Upload Day?
Get the production history before the final file is flattened.
Ask the designer:
- Did any AI tool generate the main image, background, texture, object, or character?
- Was generative fill or image-to-image generation used?
- Which parts were created manually?
- Which stock or third-party assets were licensed?
- Can I receive the source or layered file where appropriate?
- Can the AI workflow be described in writing?
Then check the normal KDP paperback cover requirements.
For print covers, KDP requires a single PDF containing the back, spine, and front; specifies bleed requirements; and calls for cover images at a minimum resolution of 300 DPI.
The title, author name, and other displayed book details should also match the metadata entered during setup.
What Authors Most Often Get Wrong
“The AI Only Made the First Draft”
If the generated image remains in the finished cover, substantial later editing does not move it into KDP's AI-assisted category.
“My Designer Used Photoshop, So It Must Be AI-Assisted”
The software name tells you very little.
Photoshop can be used for manual retouching or for generative functions. Ask what created the pixels, not which program opened the file.
“The Generated Part Is Small, So I Can Ignore It”
KDP's current public definition does not provide a percentage threshold for cover artwork.
“Disclosing AI Means Amazon Will Reject My Book”
KDP's current policy requires disclosure of AI-generated content rather than prohibiting all AI-generated artwork as a category. The book and cover still have to meet KDP's content, rights, metadata, and quality requirements.
“The Cover Is Copyrighted, So It Cannot Be AI-Generated”
Copyright status and KDP disclosure examine different things.
A cover may contain human-authored protectable contributions while still containing AI-generated visual material.
When Can You Handle This Yourself?
You can usually classify the cover yourself when the production history is clear.
You know which artwork existed first. You know what the AI tool did. You have the source files. Your designer can explain the workflow without guessing.
Professional review becomes more useful when several people or tools contributed and the final artwork's origin is unclear.
At that stage, Amazon KDP Experts' book publishing support can help review the publishing file set and KDP preparation before upload.
The broader Amazon KDP Experts author-support hub covers manuscript, editing, design, and publishing stages. Authors working through wider questions around AI and human authorship can also review the Human Authored certification guide and the guide to self-publishing mistakes that can delay a KDP release.
Amazon KDP Experts is independent from Amazon. Amazon controls its disclosure questions, review process, and publishing decisions.
Final Thoughts: Trace the Image Back to Its Origin
The cleanest way to handle KDP AI cover disclosure is to stop asking how edited the final cover looks.
Ask who created the visual content.
Human-created artwork that AI only improves can fall under AI-assisted use. Artwork created by a generative tool remains AI-generated under KDP's current definition, even after substantial human editing.
Before upload, keep the production record, confirm the designer's workflow, and answer KDP based on what actually happened.
Trace the image backward before you answer the disclosure question forward.
Check the Cover History Before You Publish
If you are unsure whether your final artwork is AI-assisted or AI-generated, identify the original image and trace each generative step before answering KDP's disclosure question.
If the cover history is still unclear, Amazon KDP Experts can help trace the original image and each generative step before you answer KDP’s disclosure question. Discuss your cover and publishing files before the final upload.
