Your pipeline scrapes 10,000 pages through Firecrawl. A third come back as failures—access blocks and challenges, empty responses from SPAs that loaded content after Firecrawl's snapshot. You retry. More credits gone. The per-page cost you budgeted just tripled.

Firecrawl is genuinely good at what it was designed for: turning public, static web...