Sold by: Firecrawl
Firecrawl is the web data API that lets AI agents search, scrape, and interact with the live web at scale. Find fresh, relevant results, turn web pages into LLM-ready data, and extract hard-to-reach content from dynamic sites.
4.7
Overview
Firecrawl is the complete toolkit to search, scrape, and interact with the web at scale. Built for developers and AI agents, Firecrawl turns the live web into LLM-ready data for AI products and workflows. Customers use it to power research agents, AI-native search, AI assistants, lead enrichment, web monitoring, and onboarding. It handles JavaScript-heavy and dynamic pages, removes the noise, and returns clean Markdown or structured data at production scale. Use Firecrawl through a unified API, official SDKs, MCP, or the CLI. /search: Search the live web and get fresh, relevance-ranked results with titles, descriptions, and URLs. Retrieve full-page Markdown, HTML, links, or screenshots in the same request. Research tools, RAG pipelines, and AI agents can find relevant sources and turn them into usable context without stitching together separate search and extraction services. /scrape: Turn a web page into clean Markdown, structured JSON, HTML, and more. Firecrawl renders dynamic content and removes headers, footers, navigation, and other noise, reducing token usage by up to 94%. Get reliable, LLM-ready content without maintaining your own web scraping infrastructure. /interact: Take action on a page using natural-language prompts or Playwright code. Click buttons, fill forms, navigate pages, handle pagination, and extract dynamic content, with a live view for real-time visibility. Use it for agent workflows that require more than standard page extraction. /crawl: Discover and extract content across a website or selected section. Firecrawl handles sitemaps, JavaScript rendering, and large-scale processing automatically, with controls for paths, crawl depth, and subdomains. Use it to create datasets, knowledge bases, and complete content collections. /monitor: Track pages, websites, or web-wide topics on a recurring schedule. Notify your team or AI agent through webhooks, email, or Slack when something meaningful changes. Monitor pricing, documentation, listings, news, and other evolving web content.
Highlights
- One platform for live web data: Search, scrape, interact with, crawl, and monitor the web through our API, official Python and Node SDKs, MCP, or the CLI.
- Reliable and token-efficient: Firecrawl covers 96% of the web, handles JavaScript-heavy pages, dynamic apps, and PDFs, and returns clean data with 94% fewer input tokens than raw HTML.
- Open source, loved by developers: Firecrawl is a top 100 GitHub repository with 148K+ stars and a global community of users and contributors.
Details
Sold by
Categories
Delivery method
Deployed on AWS
New
Introducing multi-product solutions
You can now purchase comprehensive solutions tailored to use cases and industries.
Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/12 months |
|---|---|---|
Hobby | Great for side projects and small tools. Fast, simple, no overkill. | $192.00 |
Dimensions summary
You buy the Hobby plan through a contract, priced by units. This plan suits side projects and small tools. Firecrawl runs on a credit system, where credits are consumed for each API request. Costs vary by endpoint and feature: scrape, crawl, map, and monitor each use one credit per page, while search and browser interactions use more. Credits do not roll over between months on this plan. Since only one dimension is offered here, your pricing scales with how many credits your usage consumes against the plan's monthly allotment.
Top-of-mind questions for buyers
A credit is the unit consumed per API request. Scrape, crawl, map, and monitor each cost one credit per page. Search costs two credits per 10 results. Browser interaction costs two credits per browser minute. Advanced features like structured JSON output consume extra credits per request.
You are not charged when a failure happens on the Firecrawl side, such as timeouts or server errors. You are charged when a page is fetched successfully, even if the site itself returns an error status like a 4xx or 5xx code. Dispute incorrect charges with the vendor.
No. Credits do not roll over between months on this plan. Your allotment resets each billing cycle, so unused credits are lost. Plan your usage within the monthly credit amount included with the Hobby plan.
firecrawl.dev
Helpful?
Vendor refund policy
Contact our support team for refund information.
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Support
Vendor support
Get live support in the Firecrawl app or email our team at help@firecrawl.dev . Ask the Firecrawl community at https://community.firecrawl.dev , check API availability at https://status.firecrawl.dev , or explore support resources at
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Similar products
Run Firecrawl on your own AWS account. Prebuilt Docker Compose stack for web scraping and markdown extraction on Ubuntu 24.04.
Firebolt is a high-performance analytical database for real-time applications. Built for Data and AI workloads with low-latency, high-concurrency, and Postgres-compatible SQL.
Safer Match identifies known child sexual abuse material (CSAM) using cryptographic and proprietary perceptual image and video hashing. It combines a large database of verified CSAM hashes from trusted sources and cross-platform hash sharing to cast a wide net for detecting CSAM.
Apify is the largest marketplace of tools for AI. Get accurate web data at any scale without the need to manage your own data extraction pipelines.
Customer reviews
Anonymous
Accurate, Fast Research—Though Site Searches Use Credits
Reviewed on Oct 20, 2026
Review provided by G2
What do you like best about the product?
I use Firecrawl through ChatGPT to scrape information for my needs. It gives me more accurate information than ChatGPT used to fetch, and I appreciate the accuracy without compromising on speed. Setup was easy because it was available as a ChatGPT plugin and connected to my Google account.
What do you dislike about the product?
I find that each site search seems to use a lot of credits—around 5 credits.
What problems is the product solving and how is that benefiting you?
I use Firecrawl with ChatGPT to fetch information more accurately; ChatGPT used to fetch incorrect data before.
Tiago R.
Firecrawl Is Effortless to Use on Both CLI and Web App
Reviewed on Oct 20, 2026
Review provided by G2
What do you like best about the product?
It’s a really easy tool to use, whether through the CLI or the web app.
What do you dislike about the product?
There’s nothing I don’t like about Firecrawl.
What problems is the product solving and how is that benefiting you?
Searching docs and scraping the web.
Jeff L.
Came for the web scraping. Stayed because customer support knew how refunds work.
Reviewed on Oct 20, 2026
Review provided by G2
What do you like best about the product?
I used almost 1,000 credits in one day researching cars. At some point, “I’m just looking at a few vehicles” became a data acquisition project. Firecrawl enabled this behavior instead of staging an intervention.
I also had a genuinely good support experience. A billing-plan change put me on an extra 5,000-credit buy-up I didn’t want. I contacted support, and they put me back on Hobby 5K and refunded the difference the same day.
Apparently, you can just fix a customer’s problem. Other subscription companies may want to write that down.
I also had a genuinely good support experience. A billing-plan change put me on an extra 5,000-credit buy-up I didn’t want. I contacted support, and they put me back on Hobby 5K and refunded the difference the same day.
Apparently, you can just fix a customer’s problem. Other subscription companies may want to write that down.
What do you dislike about the product?
The billing transition could have been clearer. I wanted my regular plan, not the extended director’s cut with bonus credits and additional financial consequences. Extra purchases should be something I deliberately choose.
Support fixed it promptly, which I appreciate, but I’d rather not need a support ticket to get back to what I intended to pay for.
Also, keep an eye on your credit usage. “One more page” is how I ended up doing automotive research with the resource consumption of a small intelligence agency.
Support fixed it promptly, which I appreciate, but I’d rather not need a support ticket to get back to what I intended to pay for.
Also, keep an eye on your credit usage. “One more page” is how I ended up doing automotive research with the resource consumption of a small intelligence agency.
What problems is the product solving and how is that benefiting you?
I use it for web research, most recently car research. It helps me collect information across pages rather than opening everything manually and slowly becoming a browser tab myself.
The benefit is getting more research done. Whether I needed to do that much research is a separate question, and I’d appreciate everyone respecting my privacy during this difficult time.
The benefit is getting more research done. Whether I needed to do that much research is a separate question, and I’d appreciate everyone respecting my privacy during this difficult time.
Alessandro P.
Lightning-Fast, Low-Latency Responses That Matter for LLM Work
Reviewed on Oct 06, 2026
Review provided by G2
What do you like best about the product?
The speed of the responses is a big plus. When working with LLMs, every second of execution matters, so low latency is really important.
What do you dislike about the product?
I think the billing model could be improved in some way.
What problems is the product solving and how is that benefiting you?
In the era of AI agents, it’s really important to be able to navigate the web seamlessly, and Firecrawl solves that problem quite well.
Matías C.
Real-time web research for agents, with adjustments in complex cases
Reviewed on Oct 06, 2026
Review provided by G2
What do you like best about the product?
I use Firecrawl for our agents to research the web in real-time and bring useful information about competitors, trends, products, and regulations. It helps me save time and effort in searching, sorting, and keeping external information updated, and in detecting competitor changes, researching best practices, and accessing relevant documentation or regulations. I like the ease of turning scattered information on the web into useful context for our agents. I value Search, Scrape, and Crawl, and we really like Agent because it allows us to investigate more open topics and return the information already structured for our agents. The initial setup was very simple, although I watched a YouTube video just in case to make sure everything was fine.
What do you dislike about the product?
Sometimes, when the content is very fragmented, changes a lot, or requires navigating complex flows, I have to adjust the extraction quite a bit. The initial setup was very simple, but I still had to watch a YouTube video to make sure everything was fine.
What problems is the product solving and how is that benefiting you?
Firecrawl saves us the time and effort of searching, sorting, and keeping external information updated. It allows us to detect changes in competitors, research best practices, and access relevant documentation or regulations.