How to Ethically Reverse Image Search Your AI Creations
Field Notes from the Intersection of Photography & AI
A practical guide to finding out whose work you’re emulating and what to do about it
If you’re using AI image generators like Midjourney you need to understand an uncomfortable fact: your AI images didn’t come from nowhere. They came from the work of real artists whose styles were uploaded, absorbed, and replicated by algorithms trained on millions of images scraped from the internet - most likely without permission or compensation.
I know this because I’m using AI tools myself, and I’m trying to figure out how to do it without being complicit in art theft and copyright infringement. (As a photographer, I know all too well about copyright infringement and have sent several cease and desist letters to prove it.) I think it is important to share with you my process for investigating the images I generate. This is my attempt at taking responsibility for what I generate in terms of copyright and theft of creative works by other artists. Note: Things are changing so quickly in AI that this guide may be null in void in the next 48 hours.
Why This Matters
When you generate an AI image that looks like a specific artistic style, there’s a good chance it closely resembles or directly emulates the work of a real artist who:
Spent years developing their style
Never consented to their work being used as training data
Isn’t being compensated when AI replicates their aesthetic
Might be actively losing work to AI tools that specifically copy their style
“But I didn’t type their name in the prompt!”
Doesn’t matter. The AI learned their style anyway. When you ask for “vintage travel poster aesthetic” or “textured 3D illustration with grainy surfaces,” the algorithm pulls from artists who created work matching those descriptions.
You might not know their names, but they exist. And they deserve better than being invisible sources for your AI images. Artists in galleries down to folks making vinyl stickers on Redbubble.com are being affected, believe me I’ve been doing a lot of reverse image searches and I have the receipts. I will share some screenshots of what I’m specifically finding next week.
Step 1: Run a Reverse Image Search
After you generate an AI image, don’t immediately post it, conduct an investigation.
Best Tools (In Order of Effectiveness):
1. Google Images - Most comprehensive
Go to images.google.com
Click the camera icon in the search bar
Upload your AI-generated image
Look at “Visually similar images” results and click on “Dive Deeper into AI Mode”
Check the sources where similar styles appear via the artist’s website/Instagram
2. Pinterest Lens - Surprisingly good for art styles
Open Pinterest app
Click the camera icon to use Lens
Take a picture your image (I do this by putting the image up on my laptop and using the app on my phone)
Pinterest often surfaces similar artistic styles and can lead you to original artists, I found this to be very spot on!
Great for illustration, design, and creative work
3. TinEye - Ok for finding original sources
Go to tineye.com
Upload your image
Shows where exact or very similar images appear online
4. Yandex Images - Can often finds what others miss (basically the Russian Google)
Go to yandex.com/images
Click camera icon and upload
Particularly good for artistic and illustrative content, found some weird connections here
What to Look For:
Artists with similar color palettes
Matching textures or rendering styles
Similar composition approaches
Recurring visual motifs or techniques
Specific artistic movements or aesthetics
Don’t just look at the first page. Dig deeper. The artist whose work was emulated might be buried in the results. I spent at least 1-2 hours clicking around following artists, looking at the various places where their work is posted.
Step 2: Analyze What You Find
Once you have results, ask yourself:
Is this a general style or a specific artist?
General style examples:
“Art Deco poster design” (more than likely the image is referencing a whole movement, not one person)
“Flat design illustration” (a broader aesthetic that perhaps many artists are using in different ways)
“Vintage photograph grain” (a technical characteristic of an image, no one person owns this style)
Specific artist examples: (I will never do this, as this is super problematic)
The textured 3D work looks exactly like (insert artist’s name) portfolio
The color palette and composition match a (insert illustrator’s name) on Instagram
How close is the resemblance?
Vague influence: Your generated image has a certain kind of feel, but doesn’t closely match any specific artist Clear emulation: Your image could be mistaken for a specific artist’s work Nearly identical: Your image looks like it could be in a specific artist’s portfolio
The closer the resemblance, the more urgent your ethical obligation.
Step 3: Research the Artist
If you’ve identified a specific artist whose work your AI image emulates:
Find their:
Name
Website/portfolio/social media accounts
Type of work they do (commercial, fine art, editorial, etc.)
Where their art has appeared - for sale on a site like Redbubble or did it accompany a New Yorker piece?
Then its important to acknowledge that this is a real person with a career and they likely spent years developing this style, AI is replicating what they built without their consent and they may be losing work to AI tools that copy their aesthetic
Step 4: Decide What to Do
This is where it gets hard. Here are your options, from most to least ethical:
Option 1: Don’t Use the Image
When to choose this:
The resemblance to a specific artist is too close
You feel uncomfortable with the level of emulation/similarity
The artist has publicly made statements opposing AI
Next Steps:
Delete the image
Generate something different with a different prompt
Or create something original yourself
Why this is hard:
You might really like the image you’ve generated
It might be “perfect” for what you needed it for
You think, no one would know if you just posted it or not
Why it matters:
It’s the most respectful choice when you find a clear violation of an artist’s style or copyright of an image
Option 2: Reach Out to the Artist First
When to choose this:
You want to use the image but feel conflicted
You’re willing to not use it if they ask
You’re prepared for an uncomfortable conversation
How to do it:
Find their contact info (website, Instagram DM, email)
Send a transparent message explaining:
You generated an AI image that resembles their work
You’re reaching out before using it
You’re willing to credit them or not use it
You’re open to commissioning original work instead
Sample message:
“Hi [Artist Name], I generated an AI image that closely resembles your style. I wanted to reach out before using it. I’m happy to credit you fully, not use it at all, or commission original work instead. What would feel right to you?”
What might happen:
They might appreciate being asked and say yes with credit
They might ask you not to use it (honor this immediately)
They might not respond (they owe you nothing)
They might be angry that you used AI and generated it at all (sit with that)
Option 3: Use It With Full Credit and Transparency
When to choose this:
The resemblance is clear but not identical
You’re willing to be fully transparent about AI use
You’ll find a way to talk about the artist’s influence on your generated image, why you like it, where you saw it before, etc
How to do it:
Credit the artist in your caption/post
Link to their work
Be transparent that it’s AI-generated
Acknowledge the ethical complexity
Example caption:
“AI-generated image created with Midjourney. Style clearly influenced by the work of [Artist Name] (@artisthandle). While I’m using AI tools, I’m working to be transparent about the artists whose work made these generations possible. [Link to artist’s portfolio]”
Why this is still imperfect:
You’re still benefiting from their style without compensation
Credit doesn’t equal consent
But it’s better than hiding AI use and artist influence
Option 4: Style Credit
When to choose this:
The style is more general (Art Deco, etc.)
You can’t specifically identify an artist in your image
The resemblance is to a movement rather than an individual
How to do it:
Acknowledge the AI generation
Credit the general style/movement
Be honest about the tool
Example:
“AI-generated image in a vintage travel poster style.”
Option 5: Commission the Actual Artist Instead
When to choose this:
You have budget
You love their style enough to want the real thing
You want to turn ethical conflict into artist support
How to do it:
Reach out with a commission inquiry
Show them the AI image and explain you want them to create something original instead
Pay their rates
Get actual original work from the artist
Why this is powerful:
Directly supports the artist
You get better, more original work
Transforms the ethical problem into a solution
Step 5: Document and Learn
Whatever you decide it might behoove you to keep a record. I have one started and it is super helpful. I’ll share some of my research test cases in 2026.
Create a spreadsheet or document tracking:
AI image generated (save the file)
Prompt used
Reverse search results
Artist(s) identified
What you decided to do
Why you made that choice
This helps you:
Notice patterns in whose work you’re emulating
Make more conscious choices over time
Understand your own ethical boundaries
Be accountable to yourself
The Uncomfortable Truth
Even doing all of this doesn’t make AI use “ethical.” The training data problem still exists. Artists still didn’t consent and that feels like shit.
But here’s what this process does:
Makes you confront whose work you’re using
Slows you down before posting
Gives artists visibility and credit
Creates the possibility of consent or compensation
Forces you to think about the human cost
Helps you make more informed choices
It doesn’t absolve you. It makes you accountable.
My Personal Framework (Still Evolving)
After doing this process multiple times, here’s where I’m landing:
I will:
Reverse image search every AI image I consider using by using at least 2-3 platforms
Credit artists whose work is clearly emulated
Reach out when resemblance is very close
Not use images if artists ask me not to
Be transparent about AI use
Commission original work when my budget allows
I won’t:
Generate images “in the style of [living artist]” by name
Use images that are specifically referencing another artist’s style without contacting them first
I’m still figuring out:
Sorting out what’s happening with AI image generation and reverse image search is incredibly messy. Each image I generate could be “inspired by” or “emulating” the work of multiple artists at once, which makes attribution, authorship, and accountability anything but straightforward
Whether using AI at all is defensible
How to support artists while using tools trained on their work
What This Means For You
If you’re using AI image generation tools, you have a choice:
You can:
Generate and post without thinking about it (many people do this)
Or you can do the uncomfortable work of investigating what you’re creating
Neither choice is easy:
The first requires you to ignore the ethical implications
The second requires you to confront them
I can’t unsee how messy this is. Reverse image search makes it impossible to pretend otherwise. Once you start tracing what’s behind an AI-generated image, you see how easily a single output can echo the work of multiple artists at once - making attribution, authorship, and accountability almost impossible to cleanly resolve. That doesn’t mean the questions go away. It means they get harder.
Whether using AI at all is defensible is a real, open question. How to support artists while using tools trained on their work is another. But AI isn’t hypothetical anymore. The tools exist. The images have been generated. The upload is already done. What matters now is what we choose to do with that knowledge.
I’ve crossed the line where I can’t unknow what I know. And while I don’t believe there are perfect answers here, I do believe there’s a difference between passive use and conscious engagement. If we’re going to use these tools at all, we owe it to the artists whose work made them possible to at least see them - to acknowledge their labor, their influence, and their names.
Resources
Reverse Image Search Tools:
Google Images: images.google.com
Pinterest Lens: pinterest.com
TinEye: tineye.com
Yandex Images: yandex.com/images
Your turn: Do you use AI image generators? Have you ever reverse searched what you created? What did you find? Tell me in the comments.
And if you’re an artist whose work has been used to train AI models, I want to hear from you. What would you want people like me to do?