The Hidden Cost of AI Content for Small Businesses

For a small business, AI-generated images, videos and text look like an easy way to save money on marketing. Is it?

So far this year, I’ve conducted more than 30 in-depth interviews while working on brand strategies, and respondents consistently said that a business using AI-generated content is one of the things that would stop them from buying.

What makes this worth your attention is how it came up, because I never asked about AI:

I only ask open questions, like what stops them from making a purchase or how a brand they used to love has changed, never ones that can be answered with a yes or a no.
I don’t steer people toward any topic, so what they tell me is what’s actually on their minds, not something I hinted at.

People brought AI up on their own.

Imperfect but human wins over polished but fake

What surprised me more is what people didn’t mind. They were perfectly fine with photos or videos edited in an unprofessional way and with text that wasn’t perfect, and for many of them it was actually a plus, because they could see the human touch behind the business.

One respondent put it this way:

“So I think it’s just easier, and the human element is good. We don’t want to get rid of that. Then robots are going to take over everything.”

So customers aren’t asking for polish, they’re asking for signs that a real person cared, and thoughtless, superficial AI content removes exactly those signs, which is why it’s such a fast way to lose a customer.

A national survey points the same way

My interviews are a small sample, but a much larger study shows the same pattern. In the 2026 Bentley University-Gallup Business in Society survey of 3,270 US adults, 79% said they’d seen ads in the past 30 days that looked AI-made, and 49% viewed businesses’ use of AI in ads negatively, compared with 19% who viewed it positively.

Two more numbers from the same survey matter for a small business:

46% find it unacceptable for businesses to use AI to create the final text, images or videos in their ads, which is close to half of the people who might see yours.
62% find AI-generated people or voices in ads unacceptable, even when the business clearly says AI was used, and among 18 to 29 year olds that rises to 73%.

Gallup also notes that Americans have grown cooler toward AI even as they’ve become more familiar with it, so in my view this pushback isn’t something to wait out.

Why the damage is bigger than it looks

The savings from AI content are easy to see, because a photoshoot or a designer’s invoice disappears from your budget the month you switch. The losses are much harder to see, because people who decide not to buy rarely tell you why, and people who stop coming back usually just stop.

If you’re a startup or don’t have consistent data on your customers, it’s hard to measure how many people didn’t show up or stopped being regular customers, so your numbers show the savings and hide the cost. That’s why I think the savings from AI content can be an illusion.

Costs go down, but sales can go down too, and only one of those is easy to trace back to AI.

Big brands can afford it, small businesses can’t

It’s tempting to look at how large companies use AI and follow the same path, but they’ve spent years building their brand and earning trust, so people choose them for different reasons and forgive them more easily.

Small and medium-sized businesses don’t have that cushion. When people barely know you, the content they see is most of what they know about you, so one careless AI image carries much more weight than it would for a brand everyone already trusts.

AI isn’t the problem, careless AI is

I’m not against AI, I use it in my own work. Using it isn’t bad, what’s bad is using it thoughtlessly, carelessly or so obviously that it shows.

The Gallup survey draws a similar line: 75% of Americans find it acceptable for businesses to use AI to brainstorm ideas or create early drafts of ads when that’s clearly disclosed. So the pushback is mostly about what customers see in the final result, not about the tool you use behind the scenes.

AI can save you real time behind the scenes, but what your customers see has to show that a real person cared, because the customers you lose over careless content won’t show up in your numbers.