Choose Firecrawl for clean web-to-markdown and structured extraction. Choose Apify for scheduled production scraping, Actors, proxy, storage, and marketplace coverage.
| Criterion | Firecrawl | Apify |
|---|---|---|
| Best default use case | AI-ready extraction and RAG ingestion | Production scraping workflows and marketplace Actors |
| Operational depth | API-first extraction workflows | Schedules, storage, proxy, Actors, integrations |
| Team fit | AI product and data teams | Data engineering and scraping operations teams |
Reconfirm pricing, rate limits, endpoint names, self-hosting options, and allowed-use terms directly with each vendor before rollout.