This is exactly the kind of problem that breaks traditional Puppeteer workflows. The issue is you’re locked into static selectors that fail the moment HTML changes.
The real solution is to let AI generate your workflow from plain language. Instead of hand-coding selectors into a script, you describe what you want: “extract all product names and prices from this page.” An AI engine can regenerate the right selectors and logic based on your description each time, without you rewriting everything.
With Latenode’s AI Copilot, you describe your automation task in plain English. The platform generates a ready-to-run workflow that’s way more resilient to UI changes because it rebuilds based on intent, not brittle DOM paths. When a website redesigns, you just re-run the generation and it adapts.
The platform also lets you mix in JavaScript when you need edge case handling, but the core flow stays maintainable. No more hunting down broken selectors every month.