When Firecrawl fits
An agent or retrieval pipeline that wants main-content documents without building a separate HTML-to-Markdown stage.
Check before integrating
Basic page credits do not establish the cost of every extraction mode, browser action or other product. A crawl job and a single-page scrape have different completion semantics.
Provider endpoint reference
This is Firecrawl's documented interface. Its credentials and response format are separate from an All Them APIs account.
POST https://api.firecrawl.dev/v2/scrape
Authentication: Authorization: Bearer token
Inputs: JSON url, formats and optional scrape settings
Output: success and data containing requested document formats and metadata.| Capability | What to expect |
|---|---|
| Primary workflow | Single-page scrape plus separate crawl/batch APIs |
| Returned content | Markdown, HTML and optional structured formats |
| Rendering/control | Scrape settings and actions; dedicated browser products also exist |
| Job model | Synchronous scrape; asynchronous crawl/batch |
| Integration boundary | Document-oriented formats |
| Cost driver | Credits and selected extraction features |
Pricing model and production access
Credit plans with feature-specific consumption. The pricing page distinguishes scraped pages and search credits. Compare the exact scrape options and billing interval; do not use an annually billed monthly equivalent as a monthly commitment.
For 1,000 accepted pages, record attempted URLs, render mode, retries and schema failures. A low HTML-request price can require separate parsing; an extraction credit can include work that another vendor bills separately. Do not rank cost until the output passes the same acceptance check.
Migration notes
Preserve final URL and extraction metadata. Revalidate Markdown structure and missing fields; an HTML fetch adapter is not automatically a drop-in document parser.
Keep provider-specific authentication and response mapping inside an adapter. Preserve source timestamps and identifiers so changing a provider does not silently change the meaning of stored records.
Firecrawl alternatives
| Alternative | When to evaluate it |
|---|---|
| Firecrawl vs Bright Data | An authorized retrieval workload needing an explicit zone configuration and a clear boundary between page access and structured platform-specific extraction. |
| Firecrawl vs ScrapingBee | A team that wants to start with page retrieval and add explicit wait conditions or selector-based extraction. |
| Firecrawl vs ScraperAPI | An existing HTTP collection pipeline that wants managed page retrieval while retaining its own parsing and validation. |
| Firecrawl vs Zyte API | A collector that needs to choose between raw HTTP retrieval, rendered content and structured extraction while retaining request-level controls. |
| Firecrawl vs Apify | A recurring or site-specific collection job that benefits from an existing Actor or a custom hosted scraper. |
A fair evaluation
- Build an authorized test set spanning static HTML, JavaScript-rendered pages, tables and long articles. Save expected fields and the permitted access conditions.
- Use the same URLs, country, device settings and freshness window. Keep cache hits separate from fresh fetches.
- Mark challenge pages, empty main content and invalid structured fields as failures even if the HTTP status is 200.
- Measure time to a usable document or completed dataset, not only time to job creation. Include polling, retries and client-side parsing.
- Report total billed credits, browser time, proxy charges and actor fees per accepted document. Respect site terms, privacy, robots guidance and access controls; do not test bypassing protected accounts.
A common integration contract
POST /api/v1/web-scraping/extractReview the request contract and tell us the coverage you need. Access requires enablement; this endpoint does not execute or bill requests yet.
View endpoint and request accessSources and review dates
Documentation reviewed October 28, 2026. These are integration and plan comparisons, not measured speed or accuracy rankings. Availability, licensing and prices should be confirmed for the chosen plan.
Corrections: email faizank@docsalot.dev with an official source.