Plenty of agencies use AI well: they move faster, test more ideas and spend the saved time on strategy and craft. Some use it to cut corners: they push out more content that took less thought, at the same rate as before, and hope you don't notice. You can tell which one you have by looking at the work, the process and how they answer a few direct questions.
I'm not anti-agency and I'm not anti-AI. I use AI in my own studio. But I see a lot of brands getting handed generic work, and they deserve better.
AI used right vs. AI used lazy
Used right, AI speeds up the boring parts: research, rough concepts, resizing, cleanup, variations for testing. The time saved goes into thinking harder about your brand, your audience and the details.
Used lazy, AI replaces the thinking. Someone types a prompt, takes the first decent result, drops your logo on it and calls it a deliverable. You get volume without direction.
Same tools. Completely different outcome. The difference is who's driving and what they care about.
Red flags in the work
Everything looks like stock from the future
Glossy lighting, smooth plastic 3D, generic "epic" scenes, people who don't quite look real. If your content could belong to any brand in any industry, it wasn't made for you. I break this down in why AI content all looks the same.
The details are wrong
Warped text on packaging or signs. Extra fingers. Products that don't match what you actually sell. Your logo slightly off. These slip through when nobody is checking the output with real attention.
Your real stuff is missing
If you have a shop, a product, a team and customers, but your content is all generated scenes, someone chose convenience over authenticity. Real photos of your real business beat generated ones for trust.
The copy sounds like everyone's copy
"Elevate your experience." "Unlock the power of." "In today's fast-paced world." Generic phrasing in every caption is a sign that nobody wrote it with your voice in mind.
Nothing connects
Each post looks fine alone, but the feed has no consistent style. That usually means images are generated one at a time with no system behind them.
Red flags in the process
- No real discovery. They never asked about your customers, competitors or goals, but somehow have 30 posts ready.
- Instant turnaround on "custom" work. Speed is great. A full brand concept in a few hours, with no questions asked, usually means it came out of a generator untouched.
- They can't explain the choices. Ask why this color, this font, this layout. A real designer has an answer. A prompt doesn't.
- Revisions are rerolls. Every round of feedback gets you a totally new random direction instead of a refinement of the last one.
- Same faces in different clients' work. If you see their other clients posting nearly the same scenes, that's a template, not a strategy.
Questions to ask your agency
You don't need to be confrontational. Just ask:
- Where do you use AI in your process, and where don't you? A good partner will tell you plainly.
- Who on the team is responsible for creative direction on our account? There should be a name.
- Do you use our real photos and products, or generated ones? And why?
- Can you walk me through why you made these design choices?
- Who owns the final assets, and how much of them is AI-generated? This matters. The U.S. Copyright Office has said purely AI-generated material isn't protected by copyright, while human creative work can be. If you're paying for brand assets, you want to know what you actually own. I'm not a lawyer, so check specifics with an IP attorney.
- What do you do with the time AI saves? The best answer involves more strategy, testing or craft on your account.
What good AI use looks like
When it's done right, you should see:
- Work that's clearly built on your brand guidelines
- Your real products, people and places front and center
- Custom elements: lettering, illustration, a signature look
- More creative options explored, with a clear recommendation
- Faster production on the repetitive stuff, without the quality dropping
That's how I run my own 3D, motion and AI work and my content and social projects. AI makes me faster. It doesn't make the decisions.
If you're getting generic work
You have options:
- Push back with specifics. Point to the generic pieces and ask for real photos, custom elements and a written rationale.
- Ask for the guidelines they're working from. If there aren't any, that's the root problem. My brand guidelines checklist shows what should be in them.
- Consider a different setup. Sometimes a smaller team or an independent creative director gives you more attention for your budget. I compare the options in freelance designer vs agency.
FAQ
Is it bad if my agency uses AI?
No. Using AI can make an agency faster and let them test more ideas. It's a problem only when AI replaces strategy, craft and quality control instead of supporting them.
How can I tell if content is AI-generated?
Look for glossy generic scenes, warped text, odd hands and faces, and content that could belong to any brand. Better yet, ask your agency directly where they use it.
Should my agency tell me when they use AI?
You should ask, and a good partner will be open about it. It matters for quality and for knowing what you own.
Does AI make agency work cheaper?
It can speed up production. Whether that saving shows up as better work, faster delivery or just more margin for the agency depends on the agency.
Want work that's actually made for you?
I'm an independent Philadelphia creative director. I use AI to move faster, and I put the time it saves back into your brand. If you're tired of getting the same content as everyone else, let's talk.