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How AI Changed Web Development

September 2026|Perspective

How AI Changed Web Development

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For most of web development's history, the hard part was execution. Building a site meant knowing how to write and structure code, and that skill was scarce enough to be the whole basis for hiring a developer. That's no longer true. Generative AI can write working code from a prompt, and it can do it in seconds. The bottleneck has moved.

What's Actually Scarce Now

If anyone can generate a website, the differentiator isn't who can produce one - it's who knows what a good one actually needs to be. That means understanding design and branding well enough to make real decisions, understanding how a site is actually built and how its pieces connect, and knowing how to direct AI tools toward a specific, deliberate outcome instead of accepting whatever they hand back first. AI left to its own judgment plays it safe. It defaults to the safest, most generic version of whatever it's asked for, which is exactly why so many AI-built sites are starting to look the same. Spotting one usually isn't hard - the layout, the copy, the choices all read as default because nobody with real design judgment was directing them.

That's starting to cost businesses more than a missed opportunity to stand out. Once someone can tell a site is the same generic AI output they've seen everywhere else, a lot of them don't just shrug it off - they actively avoid doing business with the company behind it, because a site that looks like nobody thought about it reads as a company that doesn't put thought into anything else either.

The $300 Website Problem

We've watched a specific pattern spread over the past year: someone pastes a single prompt into an AI website builder, hands over the result, and charges a few hundred dollars for it - often with a recurring monthly fee attached rather than a one-time cost. Several of our own clients have told us about getting cold-called with exactly this pitch.

Some of these deals stack an upfront fee on top of the monthly one. A recurring cost isn't automatically a bad deal - it's worth paying when it's actually buying something: real maintenance, real updates, a real person accountable for the site. But when the recurring fee is just a markup on someone else's AI subscription with nothing added on top, there's no reason to pay it. At that point a business is better off paying for that same AI subscription directly, at a fraction of the cost, since it's getting the same output either way.

It's also reshaping expectations across the market in a way that hurts the businesses buying in. When a $300 AI site becomes the reference point, a real, properly built website starts to look overpriced by comparison - even though the two aren't close to the same thing. The business that goes cheap usually doesn't see the cost until later: a site that doesn't hold up, a brand that doesn't stand out, and a rebuild down the line that costs more than doing it right the first time would have.

What To Actually Look For

Hiring for a website today should look less like hiring a coder and more like hiring a partner who understands design, branding, and technology together - someone who knows how to use AI to move faster without letting it make the decisions that actually matter. That combination is what keeps a site from looking like everyone else's.

It's also how we build. Wolffe Enterprises pairs technical execution with real design and product judgment on every site we ship, instead of treating design as an afterthought to the build - the same approach behind wolffes.com itself.

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