Web Data for any AI-powered solution
AI is only as good as the context it gets. See how teams use Firecrawl to give their systems better access to the web.
AI Agents & Knowledge Bases
Chat with context
Build AI assistants, RAG chatbots, and customer support agents with real-time web knowledge.
E-commerce & Product Intelligence
Monitor pricing, track inventory, and extract product data for e-commerce operations.
Price Monitor
| Product | Your Price | Amazon |
|---|---|---|
| Wireless Headphones | $89.99 | $94.99 |
| Smart Watch Pro | $249.99 | $249.99 |
| USB-C Cable 6ft | $12.99 | $9.99 |
Content Generation
Generate AI content based on website data and structure.
Content Pipeline
- Source: techblog.com
- Latest AI trends article
- Generating...
- 5 articles created
- SEO-optimized • Ready to publish
- Social media posts
MCPs
Give your code editors access to the live web.
AI platforms
Let your customers build AI apps with web data.
Investment & Finance Intelligence
Track company information for investment decisions and hedge fund analysis.
Market Sentiment Analysis
| Company | News Sentiment | Sources |
|---|---|---|
| AAPL | Positive +15% | 1,247 |
| TSLA | Neutral ±2% | 2,103 |
| F | Negative -8% | 892 |
| NVDA | Positive +22% | 3,421 |
| AMZN | Positive +12% | 2,847 |
| GOOGL | Neutral +3% | 1,956 |
Real-Time Agents & Research
Use web data in real-time agentic loops for deep research and competitive analysis.
Deep research in progress..
- Academic papers: 188 found
- News articles: 1,623 found
- Expert opinions: 65 found
- Research reports: 115 found
- Industry data: 351 found
AI Model Training
Power pre-training, post-training, and RL pipelines with high-quality web data.
AI Training Pipeline
- Training Progress
- Web Data Collection: Complete
- Data Cleaning & Processing: Complete
- Pre-training: 50%
- Fine-tuning: RLHF & Post-training
- Real-time Metrics
- Web pages scraped: 2,847,193
- Training tokens: 15.7B
- Model accuracy: 94.8%
- Data quality score: 98.2%
SEO Analysis & Optimization
Extract SEO data to analyze performance, check structured data, and optimize technical SEO.
SERP Tracking
| Keyword | Rank | Progress |
|---|---|---|
| "web scraping API" | #3 | ↑2 |
| "data extraction" | #7 | ↓1 |
| "web crawler" | #5 | — |
| "content scraping" | #12 | ↑4 |
| "automated data" | #18 | ↓3 |
Competitive Intelligence & Analysis
Monitor competitors and track strategic changes for deep competitive analysis.
Competitor Monitor
| Competitor | Changes | Time Ago |
|---|---|---|
| Competitor A | 3 changes | |
| New pricing page | 2h ago | |
| Feature update | 5h ago | |
| Blog post | 1d ago | |
| Competitor B | 1 change | |
| Product launch | 3h ago |
Sales Lead Enrichment
Extract and filter leads to build sales pipelines and power customer-facing sales products.
Extracting leads from directory..
| Category | Count |
|---|---|
| Tech startups | 1,243 |
| With contact info | 892 |
| Decision makers | 49 |
| Ready to engage | 949 |
Leads
Emily Tran
Product Manager
+1 (415) 802-4461
James Carter
Head of Partnerships
+1 (646) 201-9345
Content & Data Migration
Transfer web data between platforms, migrate content, and extract product data.
Migration Pipeline
- Extract: Complete
- 1.2M records
- Transform: Processing...
- 1.2M records
- Load: Pending
- 1.2M records
No proxy headaches • Reliable. Covers 96% of the web