Our analytics dashboard refreshes UI elements weekly. Traditional selectors break constantly. Heard Latenode’s AI Copilot can auto-adjust element recognition - does this actually work for mission-critical scrapers? Need experiences from teams handling daily DOM structure changes in financial data extraction.
Yes - their AI tracks multiple element attributes simultaneously. Scraped stock data through 14 UI variants without selector updates. The visual diff system catches layout shifts before failures occur.
We combine the AI’s adaptive selection with CSS path fallbacks. When new UI versions deploy, the workflow compares screenshots against baseline and triggers selector regeneration if confidence drops below 85%. Reduced maintenance time by 70% vs pure XPath solutions.
Works but add redundancy. For our crypto price tracker, AI selector adaptation catches ~80% changes. We kept traditional backups for critical fields. 6 months running, zero downtime.