Clay vs ScrapeGraphAI
In-depth technical comparison to help you choose the right data infrastructure tool for your stack.
Clay
Clay is an AI-powered B2B data enrichment and prospecting platform combining 75+ data providers into automated outbound workflows.
ScrapeGraphAI
ScrapeGraphAI is an open-source Python library that uses LLMs and direct graph logic to extract web data by describing what you want in plain English.
📊 Comparison Table
| Feature | Clay | ScrapeGraphAI |
|---|---|---|
| Starting Price/mo | $149 | $20★ Cheaper |
| Pricing Model | credits | pay_per_use |
| JS Rendering | ✅ | ✅ |
| CAPTCHA Bypass | ✅ | ✅ |
| Residential Proxies | ✅ | ✅ |
| Free Tier | ✅ | ✅ |
| Base Concurrency | 20 threads★ Higher | 20 threads |
| SDK & Languages | REST API Integration, Python, JavaScript | Python, REST API Integration |
🎯 Clay is best for
Revenue operations and growth teams wanting to automate lead enrichment by waterfalling LinkedIn, Apollo, Clearbit, and AI research.
🎯 ScrapeGraphAI is best for
Data scientists and Python engineers who want to extract structured web data using LLMs without maintaining CSS selectors or XPath rules.
🏆 The Verdict
Clay is the recommended choice if you prioritize advanced feature depth.Revenue operations and growth teams wanting to automate lead enrichment by waterfalling LinkedIn, Apollo, Clearbit, and AI research.
ScrapeGraphAI stands out if your workload demands specialized infrastructure features.Data scientists and Python engineers who want to extract structured web data using LLMs without maintaining CSS selectors or XPath rules.