Web research
Firecrawl
Turning website pages into usable research inputs
Firecrawl provides tools to search, scrape and crawl websites. It helps teams turn page content into inputs for account research, enrichment and other automated workflows.
Our research notes
Use known URLs when you already have an account list, and limit crawling to the pages that can answer your question. Keep source URLs alongside extracted fields so someone can check the result later.
Why choose it
Scraping, crawling and structured output options can share a single workflow. This is useful when plain page text is not enough and your process needs specific fields from each website.
What to consider
Credits vary by operation and output format. An extracted field can be missing or wrong when a page is incomplete, so the workflow still needs a clear way to handle uncertainty.
Pricing
Firecrawl lists 1,000 free credits refreshed monthly. Hobby includes 5,000 credits for $19 billed monthly or $16 per month billed annually. Basic scraping uses one credit per page; search and enhanced extraction formats have different rates.
Pricing checked 28 October 2026. Billing terms, taxes, usage limits and add-ons can change. See the vendor's pricing. (opens in a new tab)