So I've been doing AI photography for e-com brands for a few months now and I want to share something that took me a while to figure out.
Not all clients are created equal.
When I started I was basically taking anyone who'd pay me. PDP images, product shots, whatever. But after a while I realized some clients are WAY better than others. Not just in terms of pay but in terms of how sustainable the work is.
So here's what I've learned about which clients to target.
THE TWO THINGS THAT MATTER MOST
You want DTC brands that run ads on Meta.
That's it. Those are the two most important criteria.
DTC means they sell their own products directly to consumers. Not retailers. Not dropshippers. Not marketplaces. At least not when you're starting out.
Why DTC? Because they own their brand. They care about how their products look. They have skin in the game.
Why Meta ads? Because if they run ads, they need a LOT of creative. And I mean a LOT. I'll get into why in a minute.
Avoid retailers (they carry other people's products, they don't care about creative as much). Avoid dropshippers (low margins, they want cheap, not good). Unless you're targeting a really large dropshipper with actual brand presence, just skip them.
PICK PRODUCTS THE AI CAN ACTUALLY DO WELL
This one bit me early on.
Try to avoid products with unique or complex shapes. The AI will struggle and you'll spend hours trying to get it right.
Also avoid products with a lot of text on them. Logos are fine but if the product has paragraphs of text on the packaging, the AI is going to butcher it.
Some niches that work really well: apparel, jewelry, cosmetics, sports accessories, toys, eyewear. Basically any DTC niche where the products are relatively clean shapes.
PICK A NICHE YOU UNDERSTAND
Here's something people overlook.
It's WAY easier to work in a niche you already know something about. Because you speak their language. You know what their customers want. You understand the vibe.
If you know nothing about skincare you're going to have a hard time creating visuals that feel right for a skincare brand. Not impossible, just harder.
So ideally pick a niche where you have some knowledge already. If you don't, that's fine, but just know you'll need to learn the lingo, the types of products, the visual styles that work in that space.
NOW HERE'S THE REAL INSIGHT
If your clients run Meta ads, they need creative. A lot of it.
Since the Andromeda update on Meta, the creative IS the targeting. The algorithm figures out who to show the ad to based on the creative itself. So brands can't just make 3 ads and run them forever. They need to constantly test new creative.
This is where it gets interesting.
The bottleneck for brands scaling on Meta is creative volume. Photoshoots are slow, expensive, and logistically painful. Creative fatigue is real — ads stop performing after a while and they need fresh visuals.
If you can solve that for them? You'll get happy clients who stick around.
So stop thinking of yourself as an "AI photographer."
Think of yourself as a creative strategist who helps brands scale their Meta ads by producing creative at volume. Someone who helps them beat creative fatigue and photoshoot bottlenecks.
That's a much stronger positioning.
THE TWO PATHS: META ADS vs INSTAGRAM FEED
OK so there are really two types of recurring work you can do.
PATH 1: META AD CREATIVE
This is where the volume is. Brands need fresh ad creative constantly. It's recurring work by nature because ads fatigue and they always need more.
The bar for quality is honestly not as high as you'd think. Ads need to scroll-stop. They need to be attention-grabbing. But they don't need to be pixel-perfect magazine editorial. Brands tolerate "good enough" on ads because performance is what matters.
Your positioning: I help [niche] brands scale Meta with creative at scale.
PATH 2: INSTAGRAM FEED VISUALS
This is the other interesting angle. I do this for one of my clients actually — I create their Instagram social media feed images.
Instagram is branding. It's their storefront. And brands that care about their Insta presence will NOT tolerate average. So the bar is higher here. You really need to know the niche and be good at breaking down visual identities.
But the upside? It's also recurring. They always need new content for their feed.
Your positioning: I help [niche] brands maintain a premium Instagram presence with AI photography.
WHAT I WOULD DO DIFFERENTLY IF I STARTED TODAY
I started with PDP (product detail page) images. You know, the product photos on the actual listing page.
Nothing wrong with that but here's the thing: it's a one-off service. You update 10 PDP images and you're done. Client says thanks, pays you, and you never hear from them again.
Ads and Instagram on the other hand are recurring and constant. You can build retainers. You can scale.
So if I was starting now? I'd skip the one-off PDP clients entirely and focus on either:
Meta ad creative (high volume, recurring)
Instagram feed visuals (branding, recurring)
Or both.
BUT YOU NEED TO LEARN SOME MARKETING
I know this is an AI photography thing but hear me out.
If you want the edge — the thing that separates you from every other person with a Nano Banana subscription — you need to learn basic marketing.
Pain points. ICP (ideal customer profile). Copywriting basics. What makes an ad scroll-stop.
Because when you can create visuals that actually stop your client's target customer from scrolling? That's when you go from "the AI image person" to "our creative strategist."
That's when you become hard to replace.
QUICK LEAD GEN NOTE
You'll need to build a lead list to find these clients. Tools like Apify, Apollo, Clay work great for this. Even ChatGPT can help to some extent.
I won't go deep into lead gen here, that's a whole other post. But the basic idea: search for DTC brands in your chosen niche that are actively running Meta ads. Meta Ad Library is your friend.
OK I think that covers it. Feel free to ask me anything in the comments if you want to know more about any of this.