Anyone using Airtop for web scraping workflows? How's the reliability?

I'm considering Airtop for automating some data collection tasks across multiple sites, but I'm hesitant about switching from my current setup. Has anyone here used it in production? Specifically curious about error handling when sites change their layouts, and whether the natural language approach actually saves time compared to traditional selenium scripts. Any gotchas I should know about before investing time in migration?