Murph's Take

The Honest Truth About AI Websites — What They Can and Can't Do

There's a lot of hype around AI-built websites. Here's the unfiltered version — what AI actually does in our process, what the real limitations are, and what you should expect.

MurphJuly 16, 20258 min read

I'm going to tell you something that most people selling AI services won't tell you: AI doesn't build websites. People build websites with AI assistance.

The distinction matters, and it matters for managing expectations correctly.

What AI Actually Does in Our Process

When we build a website using Claude AI, here's what AI is actually doing:

Code generation. We describe what we need — a hero section with specific layout, a card grid with specific behavior, a form with specific validation logic — and Claude generates the code. The code is reviewed by a human, tested, and refined. AI generates a working first draft; human judgment produces a finished component.

Content drafting. We prompt Claude with the client's business context, target audience, and key messages. Claude produces copy for each page. A human reviews for accuracy, voice, and brand fit. Sometimes it's used nearly verbatim. Sometimes it's substantially revised. The final content represents both inputs.

SEO structure. AI helps generate meta descriptions, heading hierarchies, schema markup, and keyword-optimized content. Human review ensures accuracy and appropriateness.

What AI does not do: make strategic decisions, understand your specific business relationships, produce perfect output on the first pass, or guarantee that every piece of content is factually accurate without review.

The Real Limitations

AI makes mistakes. Code it generates sometimes has bugs. Content it produces sometimes contains errors. Both require human review. We build that review into our process, but it means our process is not "AI does it, we ship it." It's "AI does it, we review it, we refine it, we ship it."

AI doesn't know your specific situation. Claude knows a lot about the world, but it doesn't know that your biggest client is a local hospital network, or that your target customer is typically a skeptical 55-year-old business owner, or that your biggest competitor does something specific that you want to differentiate from. That context has to come from you, and the quality of the output is directly proportional to the quality of the context we give it.

AI-generated content needs human voice. The best websites sound like the people behind them. Raw AI output sounds like AI. The refinement process — adding your specific stories, adjusting the language to match how you actually talk, inserting the details that only you know — is what makes the difference between a website that converts and one that just exists.

What You Should Expect

A VibeTokens website is genuinely AI-assisted: built faster, at lower cost, with better technical performance than a traditional build. Every page of content is AI-drafted and human-refined. Every component is AI-generated and human-reviewed.

The result is better than what most traditional processes produce at the same price point. It is not magic. It is a refined process that produces consistently good outcomes.

Managing that expectation honestly is part of the service. You should know what you're getting.

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Frequently Asked

Does AI actually build websites, or is that marketing language?

AI assists in building websites — generating code drafts, writing content, creating SEO structure — but humans design the architecture, review every output, make strategic decisions, and refine what AI produces. Calling it 'AI-built' is accurate in the same way calling a building 'crane-built' is accurate: the crane does the heavy lifting, the human engineers make every meaningful decision. AI accelerates the process significantly; it doesn't replace professional judgment.

What are the real limitations of AI-assisted website development?

AI code contains bugs that require human review. AI content requires accuracy checks — it can hallucinate details or make claims that aren't true about your specific business. AI doesn't understand your client relationships, local market nuances, or unstated requirements. These are limitations in every current AI system, and a responsible process builds review into every step rather than shipping AI output directly.

Is an AI-assisted website lower quality than one built entirely by humans?

Not necessarily. AI-assisted development can produce higher quality output than a human working alone when the AI generates clean, consistent code and the human focuses review time on what matters — architecture, UX, accuracy. The quality depends on how the process is designed, not on whether AI was involved. AI doesn't get tired at 5pm on a Friday; humans do.

How does a business owner evaluate whether an AI website agency is legitimate?

Ask to see the review and approval process. Legitimate AI-assisted agencies can explain exactly what AI generates, what gets reviewed, and what human decisions are made at each stage. Red flags: agencies that claim AI produces final output with no meaningful human review, or that can't explain their quality control process. Speed is real; quality still requires process.

Jason Murphy

Written by

Murph

Jason Matthew Murphy. Twenty years building digital systems for businesses. Former CardinalCommerce (acquired by Visa). Now running VibeTokens — AI-built websites and content for small businesses.

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