check that prices are numeric, titles are non-empty, URLs are valid 2. **Log when structure seems wrong** — zero results on a page that usually has twenty is a signal worth capturing 3. **Separate configuration from logic** — store CSS selectors and site URLs in a configuration dict, not scattered t