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What is SpecStream?

Live web data for sales, research and data teams and their AI agents. Describe what you need in plain words, such as every roofer in Columbus rated 4.5 or better, every company hiring a controller in Texas, or every SEC filing raising $5M or more this week, and get structured data with the page behind each value. Results flow into the tools teams already use (Google Sheets, Excel, HubSpot, Salesforce, Pipedrive, Slack) and into agents over MCP and a REST API. Pay per match after seeing the price; searches that find nothing are free. Free to start with $10 of work.

What is Firecrawl?

Firecrawl is a comprehensive web data platform that provides developers with the tools needed to search, scrape, monitor, and interact with websites through a single API. Built with AI applications in mind, the platform transforms web content into structured and machine-friendly formats that can be consumed by large language models, autonomous agents, and data-driven applications. Users can extract content from standard websites, dynamic JavaScript-powered pages, PDFs, Word documents, and other digital resources without managing complex scraping infrastructure. The platform offers advanced crawling capabilities that help AI systems discover and collect information from across the web with high reliability. Interactive browser actions allow automated workflows to click, type, scroll, navigate, capture screenshots, and perform other tasks directly on web pages. Smart waiting technology ensures data is captured only after important content has finished loading, improving extraction accuracy. Firecrawl also supports configurable caching strategies, enabling developers to balance freshness and performance requirements for their applications. Its open-source foundation encourages transparency, community contributions, and continuous innovation across the ecosystem. Integration options include SDKs, APIs, AI agents, MCP servers, and popular development environments, reducing implementation complexity. The platform is engineered for speed and large-scale operations, helping organizations process web data efficiently while minimizing infrastructure challenges. With robust scraping, search, monitoring, and automation capabilities, Firecrawl empowers businesses to build sophisticated AI solutions powered by real-time web intelligence.

Media

Media

Integrations Supported

Claude
Model Context Protocol (MCP)
n8n
Microsoft Excel
Microsoft Teams
Pipedrive
Salesforce
Zapier
monday AI work platform

Integrations Supported

Claude
Model Context Protocol (MCP)
n8n
Amazon Web Services (AWS)
Clawdi
Hugging Face
JavaScript
Lessie AI
Llama 3
Llama 3.2
Markdown
Metorial
Scottie
Weaviate

API Availability

Has API

API Availability

Has API

Pricing Information

$19/month
You see the price before anything runs and pay only for the matches: 10¢ each for up to five facts, 30¢ for up to 15, $1 beyond that. Whatever a search doesn't use goes back to your balance, and a search that finds nothing is free.

Free: $10 of work for 30 days, no card.
Pay as you go: top up from $10; it never expires.
Pro: $19 a month, all $19 turned into work.
Scale: $99 a month, up to 10 members.
Team: $499 a month, up to 50 members.
Enterprise: from $2,500 a month, with SAML single sign-on, SCIM and invoicing.

Every feature is on every plan, Free included.
Free Trial Offered?

Pricing Information

$16 per month
Free Version

Supported Platforms

SaaS
Windows

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

24 Hour Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

SpecStream

Date Founded

2026

Company Location

France

Company Website

specstream.ai

Company Facts

Organization Name

Firecrawl

Date Founded

2022

Company Location

United States

Company Website

www.firecrawl.dev/

Categories and Features

Data Enrichment

Not specified

Categories and Features

Agentic AI

Not specified

AI Agents

Firecrawl Agent is an advanced web data extraction tool powered by artificial intelligence, specifically designed to transform natural language requests into organized datasets. This platform enables users to articulate their data requirements, and Firecrawl Agent efficiently navigates the web to search, collect, and extract relevant information. By eliminating the necessity for users to input URLs manually, it streamlines the data gathering process, enhancing both speed and adaptability. Firecrawl Agent caters to various applications, including lead generation, market analysis, e-commerce, and the creation of datasets. The information retrieved is presented in clear, structured JSON formats, making it ideal for further analysis or integration. Whether handling straightforward inquiries or undertaking extensive data extraction projects, Firecrawl Agent is equipped to manage it all. With its built-in limitations and complimentary daily usage, this tool democratizes web data extraction for both developers and researchers.

Not specified

AI Web Scrapers

Not specified

Browser Automation

Not specified

Web Scraping

Not specified

Web Scraping APIs

Not specified

Web Search APIs

Not specified

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