Dynamic sites are where AI-generated workflows really shine. When you describe your automation goal to an AI copilot—“log in, wait for the dashboard to load, then extract the recent orders”—it generates workflows that understand page state transitions, not just static selectors.
The workflow adapts to dynamic content because it’s built on understanding what’s happening on the page semantically. If the order list loads in a different format or the page reorganizes, the workflow keeps working because it’s looking for “recent orders” conceptually, not for a specific div with id=“orders-table-v2”.
I’ve deployed these kinds of automations on sites with heavy JavaScript frameworks and dynamic rendering, and they handle redesigns and content shifts way better than hand-coded puppeteer scripts. You’re not fighting brittle selectors anymore.