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Tools

ToolBest for
FirecrawlGeneral scraping, JS-heavy sites
ApifyComplex scenarios, pre-built scrapers
HTTP requestsSimple APIs, static pages

Basic Scraping

Use @Firecrawl to scrape https://example.com/products

Extract Structured Data

Use @Firecrawl to scrape https://example.com/products and extract:
- Product name
- Price
- Description
- Image URL

Crawl Multiple Pages

Use @Firecrawl to crawl all product pages on example.com
Start from /products
Limit to 100 pages

Example: Price Monitoring

Step 1 — Define targets:
Create a list of competitor product URLs to monitor
Step 2 — Scrape prices:
Use @Firecrawl to scrape each URL and extract the current price
Step 3 — Compare and alert:
Compare to our prices in @Google Sheets
If any competitor is 10%+ cheaper, alert @Slack

Common Challenges

JavaScript-rendered content

Firecrawl handles this automatically. For other methods:
Wait for the page to fully load before extracting

Pagination

Follow the "Next" button until no more pages

Rate limiting

Add 2-second delay between requests

Authentication

Log in first, then scrape the dashboard

Best Practices

Always check if scraping is permitted before proceeding.
  1. Respect robots.txt — Check if scraping is allowed
  2. Rate limit — Don’t overwhelm servers
  3. Handle errors — Sites change, pages disappear
  4. Check ToS — Ensure scraping is permitted
  5. Mind privacy laws — GDPR, CCPA for personal data

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