ScrapeForge Examples

Enterprise web scraping patterns and real-world implementations

Production-Ready Examples

All examples include enterprise-grade error handling, proxy rotation, and optimization strategies for high-volume scraping operations.

Static Content Scraping

Beginner

~5 credits

Scrape traditional HTML pages with link and metadata extraction

Link extraction

Meta data

Residential proxies

Fast processing

Static Content Scraping Implementation

JavaScript SPA Scraping

Intermediate

~12 credits

Scrape Single Page Applications with dynamic content rendering

JavaScript rendering

Wait conditions

Schema extraction

Screenshot capture

JavaScript SPA Scraping Implementation

Bulk Product Scraping

Advanced

~35 credits

Efficiently scrape multiple e-commerce sites for price comparison

Bulk processing

Concurrent requests

Automatic retries

Price extraction

Bulk Product Scraping Implementation

Authenticated Scraping

Expert

~20 credits

Access protected content behind login forms and user sessions

Session management

Cookie handling

Custom headers

Multi-step flow

Authenticated Scraping Implementation

Industry Use Cases

E-commerce Intelligence

• Competitor price monitoring

• Product availability tracking

• Review sentiment analysis

• Inventory level monitoring

• Dynamic pricing optimization

Financial Data

• Stock price monitoring

• Financial report extraction

• Market sentiment analysis

• Economic indicator tracking

• Earnings data collection

Real Estate

• Property listing aggregation

• Market price analysis

• Rental rate tracking

• Property feature extraction

• Neighborhood data collection

Media & News

• News article aggregation

• Social media monitoring

• Brand mention tracking

• Content trend analysis

• Press release collection

Lead Generation

• Contact information extraction

• Company directory scraping

• Social profile discovery

• Email verification

• Professional network analysis

Travel & Hospitality

• Hotel price comparison

• Flight availability tracking

• Review aggregation

• Amenity data extraction

• Booking trend analysis

Performance Optimization Strategies

Speed Optimization

Selective JavaScript rendering:

Only use render_js when the content requires it

Specific wait conditions:

Use precise CSS selectors for wait_for parameter

Optimal proxy selection:

Choose datacenter proxies for speed, residential for stealth

Concurrent processing:

Use bulk endpoints for multiple URLs

Reliability Best Practices

Implement retry logic:

Handle temporary failures with exponential backoff

Monitor success rates:

Track scraping success and adjust strategies

Use appropriate timeouts:

Set wait_time based on typical page load speeds

Handle edge cases:

Plan for CAPTCHAs, rate limits, and IP blocks

Common Issues & Solutions

Issue: JavaScript Content Not Loading

Symptoms:

• Empty or incomplete content
• Missing dynamic elements
• Placeholder text instead of data

Solutions:

• Enable render_js: true
• Use specific wait_for selectors
• Increase wait_time parameter
• Add necessary custom_headers

Issue: Getting Blocked or Rate Limited

Symptoms:

• 403 Forbidden responses
• CAPTCHA challenges
• Consistent timeouts

Solutions:

• Use residential proxies
• Add realistic user_agent
• Implement request delays
• Rotate proxy countries

Issue: High Credit Consumption

Symptoms:

• Unexpectedly high costs
• Slow processing times
• Unnecessary feature usage

Solutions:

• Disable unused extractions
• Use datacenter proxies when possible
• Optimize wait conditions
• Batch similar requests