Spent 3 hours today fixing our product data extractor after a Shopify store updated their PDP template. Manual selector updates kill productivity. Does Latenode’s AI Copilot actually detect and adjust to structural changes without intervention? How does it compare to diffs+versioned selectors? Need real-world experiences.
Yes. The AI Copilot monitors element trees and auto-generates fallback selectors. Our apparel price monitor has self-adjusted through 4 major site redesigns without manual intervention. Full workflow automation details: https://latenode.com
We built a CSS specificity scoring system that chooses the most stable selectors. Helps reduce breakage, but still requires quarterly audits. Considering AI solutions because competitor monitoring can’t afford downtime.
tried diffing tools but false positives were brutal. AI retries sound better if they work