An AI Site Factory can start as marketing infrastructure and become product discovery. The pages reveal what people search for. The forms reveal their constraints. The assistants reveal the workflows they want help with.
Look for repeated jobs
If visitors keep asking the same complex questions or using the same guided flow, there may be a product job hiding inside the website.
Separate content from capability
Content explains. Product capability does something: compares options, creates a plan, summarizes documents, scores a case or prepares an action.
Productize with control
Before turning a website feature into a product, define permissions, data handling, review points, analytics and failure states. Useful AI products need trust and operations from the beginning.
The website is often the first lab. The product begins when a repeated workflow deserves its own interface, roadmap and measurable value model.