Clay score factors
Editorial quality84
Practical utility86
Trust & transparency80
Freshness88
Engagement quality9
Momentum38
Decision guide · Reviewed Sep 23, 2026 · AI Automation & Workflows, AI Web Scraping & Data Extraction
Clay
75.5
Octoparse
77.8Choose Clay when you need growth and sales operations teams building custom enrichment and outbound pipelines with AI research. Choose Octoparse when you need business teams and researchers needing to automate web data extraction from dynamic sites and export directly to spreadsheets or databases without writing code..
At a glance
The practical differences
| Decision factor | Clay | Octoparse |
|---|---|---|
| Best for | growth and sales operations teams building custom enrichment and outbound pipelines with AI research | business teams and researchers needing to automate web data extraction from dynamic sites and export directly to spreadsheets or databases without writing code. |
| Not ideal for | individual sellers who want a simple contact database and sequencing in one tool | developers looking for purely code-first libraries (like Puppeteer or Scrapy) or organizations that require fully air-gapped web crawling. |
| Pricing | A free plan includes a small monthly credit allowance; Starter, Explorer, Pro, and Enterprise plans add credits and features at the review date, with data providers consuming credits per lookup. Verify current terms on the official pricing page. | Pricing snapshot at the review date (September 2026). Octoparse provides a free plan, Standard from $69/month (annual billing), Professional at $249/month (annual billing), and custom Enterprise plans. Add-ons like residential proxies ($3/GB) and CAPTCHA solving ($1–1.5/1k) cost extra. Check the official pricing page for updates. |
| Key difference | Waterfall enrichment across many providers plus per-row AI research, giving teams programmable prospecting without engineering. | Combines a no-code visual workflow builder and AI auto-detection with an integrated cloud infrastructure that manages IP rotation, dynamic rendering (AJAX/infinite scroll), and direct exports to databases and cloud storage. |
| Overall rank | #300 | #133 |
| Review verdict | Excellent for teams that want control over data quality and personalisation at scale. Credit costs and the learning curve mean casual users should start with simpler prospecting tools. | Octoparse is an effective choice for analysts, marketers, and researchers who require continuous data extraction from modern web pages without writing custom scripts. It is less suitable for engineering teams seeking completely headless, code-first frameworks or projects with strictly zero budget for proxy and CAPTCHA add-ons. |
Octoparse score factors
Editorial quality80
Practical utility85
Trust & transparency82
Freshness88
Engagement quality6
Momentum100
Clay strengths
- Unmatched provider coverage
- Powerful AI per-row research
- Flexible integrations
- Free plan to learn
Octoparse strengths
- Intuitive visual workflow editor eliminates the need for coding knowledge.
- Handles dynamic web components like AJAX, infinite scrolling, and iframes.
- Offers cloud-based execution with automated scheduling and IP rotation.
- Exports directly to popular relational databases and cloud storage services.
- Generous free tier offering up to 50,000 exported rows per month.
Frequently asked
Clay vs Octoparse
Should I choose Clay or Octoparse?+
Choose Clay when you need growth and sales operations teams building custom enrichment and outbound pipelines with AI research. Choose Octoparse when you need business teams and researchers needing to automate web data extraction from dynamic sites and export directly to spreadsheets or databases without writing code.. ToolsRank scores Clay 75.5 and Octoparse 77.8; the gap reflects editorial quality, utility, trust, and freshness, not popularity or payment.
Is Clay cheaper than Octoparse?+
Clay: A free plan includes a small monthly credit allowance; Starter, Explorer, Pro, and Enterprise plans add credits and features at the review date, with data providers consuming credits per lookup. Verify current terms on the official pricing page. Octoparse: Pricing snapshot at the review date (September 2026). Octoparse provides a free plan, Standard from $69/month (annual billing), Professional at $249/month (annual billing), and custom Enterprise plans. Add-ons like residential proxies ($3/GB) and CAPTCHA solving ($1–1.5/1k) cost extra. Check the official pricing page for updates. Compare the plan you would actually use and verify current prices on each vendor's pricing page before purchasing.
Which is better for ai automation & workflows?+
Octoparse currently scores higher for ai automation & workflows work. Clay remains the stronger pick when your priority is growth and sales operations teams building custom enrichment and outbound pipelines with AI research. Avoid Octoparse if you are developers looking for purely code-first libraries (like Puppeteer or Scrapy) or organizations that require fully air-gapped web crawling..
Can I use Clay and Octoparse together?+
Yes. Clay stands out for waterfall enrichment across many providers plus per-row AI research, giving teams programmable prospecting without engineering. Octoparse stands out for combines a no-code visual workflow builder and AI auto-detection with an integrated cloud infrastructure that manages IP rotation, dynamic rendering (AJAX/infinite scroll), and direct exports to databases and cloud storage. Pairing them makes sense when one workflow needs both strengths; otherwise pick the tool that matches your primary job.