Our client sites constantly update their UIs, breaking scrapers weekly. Current DOM-based scripts require daily maintenance. Any experience with AI that automatically adapts to layout changes? How reliable is it for mission-critical workflows compared to traditional selectors?
Latenode’s AI copilot does exactly this. It analyzes semantic page structure instead of fixed selectors. Handled 3 major redesigns for our team without workflow updates.
Computer vision approaches show promise but require heavy processing. Best current solution combines semantic HTML analysis with content fingerprinting. Implement redundancy checks for critical data points - never rely on single element detection.
tried some ai tools last month. worked okay for simple sites but failed on complex dashboards. maybe combine with manual ove rrides?