Firecrawl

Development

Neotask uses Firecrawl to extract structured business data from any website -- OpenClaw scrapes, crawls, and transforms web content into actionable intelligence for your operations.

What You Can Do

The web is full of data your business needs -- competitor prices, market listings, content for analysis, lead information. Firecrawl gives Neotask the ability to extract all of it.

Competitive Intelligence

Scrape competitor websites for pricing, feature lists, and product catalogs. Schedule regular crawls to detect changes -- your agent notices when a competitor updates pricing or launches a new product before anyone on your team checks manually.

Content and Data Extraction

Extract structured data from any web page. Turn product listings into spreadsheet rows, blog posts into content databases, or directory listings into lead lists. Firecrawl handles JavaScript-rendered pages that simple scrapers miss.

Site Mapping and Crawling

Map entire website structures, crawl specific sections, and monitor crawl progress. Build a complete inventory of a website's content for analysis, migration planning, or SEO audits.

Browser-Based Automation

For complex sites that require interaction, Firecrawl can create browser sessions, execute actions, and extract data from dynamic pages.

Every action runs autonomously or requires your approval -- you decide.

Try Asking

  • "Scrape our top 5 competitors' pricing pages and compare their plans to ours"
  • "Crawl our blog and build an inventory of all posts with title, date, author, and word count"
  • "Extract all product listings from this marketplace page into a structured table"
  • "Monitor competitor.com/changelog weekly and alert me when new features are announced"
  • "Map the site structure of example.com and show me all pages under /docs/"
  • "Extract the contact information from these 20 company websites into a spreadsheet format"
  • "Scrape this review site for all reviews of our product posted in the last 90 days"

    • Pro Tips

  • Schedule competitive intelligence crawls as weekly automations to catch pricing and feature changes early.
  • Use the extract endpoint for structured data rather than raw scraping -- it returns clean, typed fields.
  • Combine Firecrawl data with your CRM to enrich lead records with information from company websites.
  • Site mapping before crawling helps you target specific sections and avoid wasting time on irrelevant pages.
  • For dynamic sites with JavaScript rendering, use the browser-based extraction which handles SPAs and lazy-loaded content.
  • Pair web data extraction with your analytics to correlate competitor changes with your own traffic or conversion shifts.

    • Works Well With