Firecrawl alternatives: 12 tools compared (October 2026)

Browserbase runs headless browsers in the cloud so AI agents and developers can automate websites, log in, fill forms and extract data at scale, with recordings of each session.

Key functions

• Stagehand SDK automates browser steps from natural-language instructions
• Fetch API converts URLs into HTML, JSON or Markdown
• Model Gateway and agent runs included in paid plans

Compared with Firecrawl

• Can store data in the EU; Firecrawl states no EU option.
• Starts higher: from $20 per month, Firecrawl from $16 per month.
• Strong in the same markets as Firecrawl: United States.

Check before buying: Session recordings can capture personal data shown on pages; the terms require consent and a visible label when recording is active. SSO and a DPA are only part of the Scale plan. The tool offers features for bypassing CAPTCHAs and bot protection: CAPTCHA solving in paid plans, a stealth mode and Agent Identity, which Browserbase promotes for getting past anti-bot systems. Using them can breach the target sites' terms of use and is legally risky in Germany, for example under Section 202a of the German Criminal Code (StGB) or database rights. Have their use legally reviewed before deployment. Before processing EU data, confirm that your sessions run in the EU Central region.

Exa is a web search API built for AI agents, chatbots and research tools. It returns search results, full page contents and structured answers, and offers agents that research or monitor topics on a schedule.

Key functions

• Web search for agents with configurable latency
• Deep Search for multi-step workflows with structured answers and citations
• Asynchronous research agents and monitors that check the web on a schedule

Compared with Firecrawl

• Different pricing model: usage-based instead of freemium.
• Strong in the same markets as Firecrawl: United States.

Check before buying: Decide whether you need zero data retention and a DPA, which Exa lists for the Enterprise plan only. Estimate volumes per product, since search, contents, deep search and agent runs are priced differently. If you use people search, check the legal basis for processing personal data about the people you look up.

Scrapfly is a web scraping platform from a US based, bootstrapped vendor. Developers and data teams use one API key for a scraping API, cloud browser, screenshot API, crawler and an extraction API that uses LLM prompts and AI models to return structured data.

Key functions

• Extraction API pulls data from HTML by LLM prompt
• Pre-trained AI models for products, articles and reviews
• MCP server connects AI assistants to scraping and extraction

Compared with Firecrawl

• Names 3 security certificates, Firecrawl 1.
• Starts higher: from $30 per month, Firecrawl from $16 per month.
• Strong in the same markets as Firecrawl: United States.

Check before buying: Scraping legality depends on the target site's terms, copyright, database rights and any personal data on the pages, so get legal advice before large jobs. The vendor's Unblocker is built to bypass anti-bot systems, and its terms forbid uses such as card testing and credential cracking. The privacy policy states processing occurs in the United States, and no EU region is listed.

Diffbot offers APIs that turn web pages into structured JSON without site-specific rules, together with a Knowledge Graph, web search and a natural language API for data and research teams.

Key functions

• Classifies pages by type and extracts standard fields such as price or author with pretrained models
• Natural Language API processes documents for entities and relations
• Knowledge Graph built from Diffbot's own web crawl with entity linking

Compared with Firecrawl

• Starts higher: from $299 per month, Firecrawl from $16 per month.
• Strong in the same markets as Firecrawl: United States.

Check before buying: Diffbot processes data in its own California data center; a public DPA, subprocessor list or certification was not found on the pages checked in September 2026, so request them. Knowledge Graph exports cost 25 credits per entity, which adds up quickly. If the Knowledge Graph holds data on people, check your legal basis before using it for sales outreach.

Octoparse is point-and-click scraping software for teams without developers. It detects data on pages, offers templates for common sites and runs extraction locally or in the cloud.

Key functions

• Auto-detect recognizes data on a page and drafts the extraction workflow
• Through the Octoparse MCP server, AI assistants such as Claude or ChatGPT search templates, create tasks and export data from natural-language instructions
• The Field Fixer AI assistant checks a task's data fields and pagination and fixes them on request

Compared with Firecrawl

• Starts higher: from $69 per month, Firecrawl from $16 per month.
• Strong in the same markets as Firecrawl: United States.

Check before buying: The privacy policy does not state where data is stored, and a DPA or certification was not found in September 2026; ask before running cloud extraction on sensitive data. The tool offers features for bypassing CAPTCHAs and bot protection: automatic CAPTCHA solving, which Octoparse itself calls CAPTCHA bypass, IP rotation and residential proxies. Using them can breach the target sites' terms of use and is legally risky in Germany, for example under Section 202a of the German Criminal Code (StGB) or database rights. Have their use legally reviewed before deployment. Extra services are billed separately from the plan.

Tavily is a web access API for AI agents and assistants. Developers use it to give language models current search results, page content and multi-step web research, with a free monthly allowance to start.

Key functions

• Web search returning relevant text chunks prepared for language models
• Extract and Crawl return cleaned content from single pages or whole websites
• Research endpoint runs multi-step web research as an agent

Compared with Firecrawl

• Strong in the same markets as Firecrawl: United States.

Check before buying: Check how many credits each request type uses, since advanced search, extraction and research consume more than a basic search. Tavily links a trust center at trust.tavily.com, whose contents we could not read, and a data processing agreement was not published on the website at our check in September 2026, so request security reports and the DPA. Review whether the content you crawl may be reused under the source sites' terms.

ScrapeGraphAI is an open-source Python library that uses language models and graph-based pipelines to extract data from websites and local documents. You state what you need in plain language.

Key functions

• SmartScraperGraph extracts information from a page based on a natural-language prompt
• Works on websites and local XML, HTML, JSON and Markdown files
• Integrations with LangChain, LlamaIndex, CrewAI and an MCP server

Compared with Firecrawl

• Strong in the same markets as Firecrawl: United States.

Check before buying: Each extraction calls a language model, so costs and data flows depend on the model provider you choose; with a cloud model, page content leaves your systems. LLM extraction can return wrong or missing fields, so validate samples before relying on the output. Self-hosting means your team maintains the library and Playwright. The separately sold managed API offers features for bypassing bot protection, with stealth rendering and anti-bot handling included. Using them can breach the target sites' terms of use and is legally risky in Germany, for example under Section 202a of the German Criminal Code (StGB) or database rights. Have their use legally reviewed before deployment.

Bright Data sells web data collection at scale: proxy networks, ready-made scraper APIs, a hosted browser for scraping, search result APIs and prepared datasets, used by companies and AI labs.

Key functions

• AI Scraper Studio generates a scraper API for a target domain
• Web Scraper API returns parsed JSON or CSV with JavaScript rendering included

Compared with Firecrawl

• Names 5 security certificates, Firecrawl 1.
• Different pricing model: usage-based instead of freemium.
• Strongest elsewhere: Israel.

Check before buying: The tool offers features for bypassing CAPTCHAs and website blocks, such as CAPTCHA solving in the Web Scraper API and Web Unlocker. Using them can breach the target sites' terms of use and is legally risky in Germany, for example under Section 202a of the German Criminal Code (StGB) or database rights. Have their use legally reviewed before deployment, including copyright and data protection. The trust center lists certificates and audit reports, but data storage locations and a DPA link were not public in September 2026; request them. Costs scale with records, requests or traffic, so set spend limits.