AI Cake Photos Are Creating Unrealistic Expectations For Bakers

There’s a trend growing in the cake world right now that makes me deeply uncomfortable.

AI-generated cake photos.

Perfectly smooth buttercream. Gravity-defying florals. Faultless lighting. Hyper-realistic details. Cakes that look “better” than real life. And increasingly, people are posting them as though they are examples of their actual work.

I won’t be doing it.

Not because I’m anti-technology. I use AI in my business. I use it for brainstorming, admin support, structure, learning, and occasionally helping me untangle my own thoughts when my brain is moving faster than my hands.

But using AI-generated images to market cakes you didn’t actually make?

That feels different.

To me, it sits uncomfortably close to airbrushing women in magazines for decades and then pretending those bodies were naturally achievable.

The image becomes the expectation.

And suddenly everybody else is trying to live up to something that was never real in the first place. For the purposes of this blog, I asked ChatGPT to put a Christmassy background behind one of my bouquet designs. You can see the result at the end of this post.

We Already Ask Too Much of Bakers

Running a cake business now feels like being expected to hold twelve different jobs simultaneously.

You’re not just a baker anymore.

You’re expected to be:

• an artisan cake designer

• a social media marketer

• a photographer

• a videographer

• a copywriter

• a customer service team

• a website designer

• an accountant

• an SEO expert

• and somehow also a functioning human being

  
  

Most small cake businesses are just ordinary people trying their best between school runs, caring responsibilities, day jobs, burnout, and life in general.

And now we’re adding:

“Create impossibly perfect AI imagery too.”

At what point do we stop and ask whether any of this is actually healthy?

The Problem Isn’t New — But AI Supercharges It

Cake businesses stealing images from other bakers has been a problem for years.

Most decorators have experienced that horrible moment of spotting their own work being used by someone else online.

Sometimes badly cropped.

Sometimes with the watermark removed.

Sometimes advertised as another business’s portfolio.

It was already dishonest.

But AI changes the scale of the problem completely.

Now you don’t even need to steal someone else’s work.

You can generate an entirely fictional cake in seconds.

A cake with flawless sharp edges, impossible textures, structurally questionable tiers, and details that may not even work in real life.

And customers don’t always know the difference.

Or the customer has asked AI to create an impossible-to-recreate- for-the-budget inspiration design.

That’s the part that bothers me most.

Because if the image isn’t achievable in reality, who absorbs the fallout when expectations aren’t met?

Usually small business owners.

Usually women.

Usually exhausted people already trying to prove they’re “good enough”.

The Fitness Industry Already Showed Us Where This Ends

I had a strange moment recently that really cemented my feelings on this.

A friend of mine spent six months preparing for a professional photoshoot.

Six months.

She dieted relentlessly.

Trained consistently.

Said no to meals out.

Went without cheese for half a year, which frankly deserves some kind of national recognition. She worked incredibly hard for those results.

At the same time, I’d spent six months training for my first Hyrox event.

Not dieting into submission.

Not shrinking myself.

Not obsessing over aesthetics.

I was training for performance. (Okay not dying on my a*se in a public arena)

I got fitter.

Stronger.

More capable.

I still ate cheese.

I don't have her confidence to stand in front of a camera.

I respect her bravery.

I wondered if I'd ever do the same.

So out of curiosity, I used AI to generate the sort of “fitness photoshoot” image people post online.

And within seconds, I had images that looked just as polished as a professional shoot.

Sharp abs.

Tiny waist.

Perfect lighting.

Still my own giant sled-push-honed-but-yet-still-jiggly thighs.

Gymwear campaign energy.

Except it wasn’t real.

And that’s exactly the point.

The result looked the same.

I didn't even have six fingers (which is usually an AI giveaway)

But the truth behind it wasn’t remotely comparable.

I’d rather be real than flawless.

My friend earned hers.

Mine was generated by a prompt.

That made me realise something uncomfortable:

If we normalise AI-generated perfection without transparency, we devalue real effort.

Not because technology exists.

But because we blur the line between documentation and fabrication.

Customers Deserve Honesty

When someone books a cake from me, I want them to know what I can genuinely create.

Not an algorithm’s interpretation of what a perfect cake could look like.

Real cakes have tiny imperfections.

Real buttercream behaves differently in heat.

Real humans get tired.

Real decorators improve through practice, not prompts.

And honestly? I think there’s something deeply reassuring about that.

I don’t want customers choosing me because I can create fantasy imagery.

I want them choosing me because they trust me.

Because what they see is what I actually make.

Because the photo was taken in my dining room, under slightly questionable lighting, after I moved seventeen random objects out of the background and probably stood on a chair to get the angle right.

That’s real life.

And I think real life deserves more respect than it currently gets online.

I Think We’re Losing Our Tolerance for “Good Enough”

The more polished the internet becomes, the more ordinary people feel like failures.

A genuinely beautiful homemade cake suddenly looks “not professional enough” next to AI-generated perfection.

A beginner baker feels behind before they’ve even started.

And small businesses start believing they need fabricated imagery just to compete.

That worries me.

Because artistry is supposed to evolve through learning.

Through practice.

Through making slightly wonky cakes sometimes.

Through figuring out how buttercream behaves in August - when you're practising your Christmas designs to get ahead of the seasonal marketing campaign.

Through discovering your own style.

Not through outsourcing authenticity.

I’m Choosing Reality

Will AI images get more convincing?

Absolutely.

Will businesses use them?

Of course they will.

Will customers sometimes prefer polished fantasy over reality?

Probably.

But I still won’t use AI-generated cake images as though they’re my work.

Because my business is built on trust.

And because somewhere along the line, I think we need to stop pretending perfection is the goal.

I’d rather be real than flawless.

And also, for the record, I still got to eat cheese.

And Because I'm Not Brave Enough to Share My Fake Abs

The photo on the left is a bouquet I created back in 2023. It's shot using an Android phone on a bokeh backdrop, on my dining room table with a softbox for lighting. Lots of people are already dubious that it's real cake - but I can assure you it was.

I asked AI to give it a Christmassy background...and now it really doesn't look real....

Reality vs AI.