The Client Brief Said "Demo." The AI Said "What If We Just Rebuilt This."
How a Contentful education demo became a full dissection of Monmouth's School of Education website.
AI-assisted site analysis and redesign became standard workflow. the pattern of feeding a website to an AI and getting back both a critique and a rebuild is now what everyone does. the demo became the product.
The Contentful education demo needed a real school — something plausible, something with actual content problems to solve. The Monmouth School of Education website had both.
So yes, I used that as an excuse. I fed the whole thing to the AI and asked it to take the site apart — not the code, the logic of it. What is this page actually trying to do. Who is it for. What does it think it's communicating versus what it's actually communicating. The usual autopsy.
Then I asked it to put something back together.
What came out was not a redesign in the normal sense — nobody handed me a brief that said "make this better." It was more like the AI had opinions about which information wanted to lead, and I agreed with most of them, and we just ran with it.
The result opened with a shot that the page had been suppressing somewhere in the middle of a carousel nobody clicks. The AI surfaced it. It was obviously right.
That's the thing about decomposing someone else's work — you stop being polite about hierarchy. The image knew where it wanted to be. Took a language model to say it out loud.
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