When to pick Screaming
You manage a large site (10k+ URLs) and need repeated full-domain crawls. Custom XPath extraction is your bread and butter. You run the tool locally and trust a desktop binary. When the audit needs to ingest log files or JavaScript-rendered content with headless Chromium, Screaming Frog is built for that.