ScrapeGraphAI Alternative with 98% Success Rate on Protected Sites
Looking for a ScrapeGraphAI alternative with reliable anti-bot bypass for production scraping? While ScrapeGraphAI uses LLMs to extract data from web pages, it struggles with protected sites that use Cloudflare, DataDome, or PerimeterX. Scrapfly delivers 98% success rate on anti-bot protected sites with AI-powered extraction, markdown output, and production-grade reliability.
Which Protected Sites Does Scrapfly Handle?
Scrapfly achieves 98% success across protected sites where most APIs struggle. Scrapeway benchmarks test all major web scraping APIs using default configurations.
E-commerce
Professional & Jobs
News & Content
Real Estate
Why Anti-Bot Bypass Matters for AI Scraping
Building AI agents, RAG pipelines, or LLM-powered applications? Your system needs consistent data access from protected sites, not intermittent failures that break your pipeline. ScrapeGraphAI's LLM-based approach can extract data from accessible pages, but struggles when sites use Cloudflare, DataDome, or PerimeterX protection. Scrapfly's ASP delivers reliable access to these sites while still providing AI-ready output formats.
Full Stack Ownership
- Active anti-bot monitoring 24/7
- Bypass restoration in days, not weeks
- No third-party proxy dependencies
- Real browser TLS fingerprint matching
AI-Ready Features
- Markdown, text, and clean HTML output
- AI-powered structured data extraction
- Screenshot capture for multimodal AI
- Batch scraping for training data
Quick Comparison: Scrapfly vs ScrapeGraphAI
What matters most for production web scraping: success rate on protected sites, cost efficiency, and reliability with JavaScript rendering.
| Metric | Scrapfly | ScrapeGraphAI |
|---|---|---|
| Success Rate (Protected Sites) | 98% | Limited anti-bot bypass |
| Free Trial | 1,000 API credits | 50 credits (one-time) |
| Anti-Bot Bypass | ASP (full stack ownership) | Basic proxy rotation only |
| AI Extraction | LLM prompts, auto-detection, templates | Markdownify endpoint |
Success rate data from Scrapeway benchmark (at time of writing)
How Scrapfly's ASP Works
Scrapfly's Anti-Scraping Protection (ASP) achieves 98% success using stealth browser technology that mimics genuine browser behavior. Enable asp=True and the system handles everything automatically.
Real Browser Fingerprints
Matches authentic Chrome and Firefox signatures including TLS/JA3 fingerprints, HTTP/2 fingerprints, WebGL properties, and canvas rendering.
Adaptive Challenge Solving
Automatically solves Cloudflare, DataDome, and PerimeterX challenges. Recognizes challenge types and submits valid solutions.
Session Intelligence
Reuses unblocked stealth browser sessions when possible, reducing costs while maintaining high success rates.
ASP runs in dedicated cloud browser instances with full JavaScript execution and persistent sessions. Test your fingerprint with our free fingerprinting tools.
Transparent Pricing for Protected Sites
Scrapfly's ASP costs 30+ credits per request, varying by target complexity. You pay for what's actually needed, not a flat premium rate. View full pricing details.
| Configuration | Scrapfly | ScrapeGraphAI |
|---|---|---|
| Free trial | 1,000 API credits | 50 credits (one-time) |
| Anti-bot bypass | Built-in (ASP) | Not available |
| JavaScript rendering | Built-in | Requires SmartScraper (10 credits) |
| Output formats | HTML, Markdown, Text, Clean HTML | Markdown only (Markdownify) |
Why AI Developers Choose Scrapfly
Building AI agents, RAG systems, or data pipelines? Scrapfly provides the anti-bot bypass reliability and AI features you need for production applications.
Reliable Anti-Bot Bypass
ScrapeGraphAI relies on basic proxy rotation for anti-bot bypass, which fails on sites with Cloudflare, DataDome, or PerimeterX. Scrapfly's ASP uses full technology ownership with real browser fingerprints, adaptive challenge solving, and session intelligence.
When anti-bot systems update, we restore bypasses in days, not weeks.
98% success on protected sitesAI-Powered Extraction API
Like ScrapeGraphAI's SmartScraper, Scrapfly offers AI-powered data extraction, but with more flexibility:
- LLM prompts: Natural language extraction instructions
- Auto-extraction: Detect and extract common data types
- Templates: Reusable extraction rules for consistency
Bandwidth Optimization with Proxy Saver
Residential proxies charge $6-15 per GB. At 1 million requests averaging 500KB, you're transferring ~500GB monthly.
Proxy Saver blocks junk traffic, stubs images/CSS, and caches responses, cutting bandwidth significantly.
Significant cost savings per million requestsWhat Developers Say
Capterra Rating: 4.9/5 (219 reviews)
"ScrapeGraphAI's SmartScraper is clever but useless on Cloudflare-protected sites. Scrapfly handles both extraction and bypass."
"We needed reliable anti-bot bypass first, AI extraction second. Scrapfly delivers both in one API."
"We wanted to send API calls, reuse sessions, and manually automate browser actions. Scrapfly gave us all of that out of the box."
Migration Takes 2 Hours
Most teams migrate from ScrapeGraphAI to Scrapfly in under 2 hours with zero downtime and no data loss.
Migration Process
- Sign up for free 1,000 API credits
- Install the SDK (Python, TypeScript, Go, or Scrapy)
- Update client initialization and request parameters
- Test on your critical targets
Run both services in parallel during testing. Test Scrapfly on your targets while ScrapeGraphAI handles production traffic.
# ScrapeGraphAI → Scrapfly: AI extraction with anti-bot bypass
from scrapfly import ScrapflyClient, ScrapeConfig
client = ScrapflyClient(key='YOUR_API_KEY')
result = client.scrape(ScrapeConfig(
url='https://web-scraping.dev',
render_js=True, # JavaScript rendering
asp=True, # Anti-bot bypass (ScrapeGraphAI lacks this)
format='markdown', # LLM-ready output like Markdownify
country='us'
))
print(result.content)Frequently Asked Questions
Does Scrapfly really achieve 98% success on protected sites?
Yes. Scrapeway benchmarks all major web scraping APIs on identical protected targets, consistently showing Scrapfly achieving 98% success. This includes sites like LinkedIn, Walmart, Zillow, and Glassdoor where anti-bot protection is most aggressive.
Can I test Scrapfly on my specific targets before committing?
Yes. The free plan includes 1,000 API credits with no credit card required. Test your exact targets before upgrading.
How does Scrapfly compare to ScrapeGraphAI for AI applications?
Both Scrapfly and ScrapeGraphAI provide AI-powered data extraction from web pages. ScrapeGraphAI uses LLMs (GPT, Claude, Gemini) to build scraping pipelines via its SmartScraper and AgenticScraper endpoints. Scrapfly's Extraction API offers similar LLM-based extraction plus auto-detection and reusable templates. The key difference is anti-bot bypass: Scrapfly's ASP achieves 98% success on protected sites where ScrapeGraphAI's basic proxy rotation fails. For production AI systems that need reliable access to protected data sources, this is critical.
Is ScrapeGraphAI's open-source library enough for production scraping?
ScrapeGraphAI's open-source Python library is excellent for prototyping and scraping unprotected sites. However, for production use cases involving protected sites, you'll need anti-bot bypass, proxy management, and infrastructure scaling that the open-source library doesn't provide. ScrapeGraphAI's cloud API adds proxy rotation, but still lacks comprehensive anti-bot bypass. Scrapfly provides a complete production-ready solution with ASP bypass, proxy optimization, and high-throughput infrastructure.
Does Scrapfly support LLM-ready output like ScrapeGraphAI?
Yes. Scrapfly supports format=markdown for clean markdown output ideal for LLM context windows and RAG applications, similar to ScrapeGraphAI's Markdownify endpoint. You can also use format=text for plain text or format=clean_html for structured HTML. See the format parameter documentation for all available options.
Does Scrapfly have an MCP server like ScrapeGraphAI?
Yes. Scrapfly provides an MCP (Model Context Protocol) server for integration with AI coding assistants like Claude, Cursor, and Windsurf. The Scrapfly MCP server provides web scraping, screenshot capture, and extraction capabilities directly within your AI-assisted development workflow.
How does Scrapfly handle heavily protected sites?
Our ASP (Anti-Scraping Protection) automatically adapts to Cloudflare, DataDome, PerimeterX, and custom anti-bot systems by matching real browser TLS handshakes, fingerprints, and HTTP headers. No manual configuration required.
Why is ScrapeGraphAI not working on protected sites?
ScrapeGraphAI's cloud API provides basic proxy rotation but lacks comprehensive anti-bot bypass technology. Sites protected by Cloudflare, DataDome, or PerimeterX require sophisticated browser fingerprinting, TLS matching, and challenge solving that ScrapeGraphAI doesn't offer. Scrapfly's ASP achieves 98% success on these protected sites because we own the entire technology stack. Try Scrapfly with 1,000 free API credits to test on your specific targets.
What happens when a request fails?
Scrapfly provides detailed error diagnostics showing why requests fail (blocks, timeouts, site issues). Automatic retries handle transient failures, and you're not charged for unsuccessful requests.
Does Scrapfly support JavaScript rendering?
Yes. Scrapfly uses dedicated cloud browser instances with headless browser JavaScript rendering for dynamic content. Enable the render_js parameter to capture content from React, Vue.js, Angular apps and SPAs.
What proxies does Scrapfly include?
Scrapfly includes residential and datacenter proxies in all plans. Both rotate across 50+ countries. All proxies are included in API credits with no separate fees. New to proxies? See our introduction to proxies in web scraping.
Does Scrapfly have an Extraction API?
Yes. Scrapfly's Extraction API transforms raw HTML into structured JSON data automatically. Choose from auto-extraction for common data types, LLM-powered extraction using natural language prompts, or template-based extraction with reusable rules.
See How Scrapfly Compares to Other APIs
Explore more comparisons to find the best web scraping solution for your needs.
Start For Free Today
Test Scrapfly on your targets before committing.
- 1,000 free API credits
- No credit card required
- Full API access
- Migration support
Methodology Note: Scrapeway benchmarks test web scraping APIs using default, out-of-the-box configurations, representing the real-world experience developers encounter when first integrating an API.