Clay vs People Data Labs
A side-by-side comparison of Clay and People Data Labs — two options for contact & people data. Pricing, features, and honest pros and cons.
Category
Contact & People Data
Contact & People Data
Rating
4.5 / 5
4.2 / 5
Pricing
Freemium
Freemium
Best for
Funds building automated sourcing and enrichment workflows
Data teams building proprietary founder-tracking systems
Key features
- Waterfall enrichment across 100+ providers
- AI research agents (Claygent)
- Spreadsheet-style workflow builder
- Company and people data integrations
- CRM and outreach tool sync
- Billions of person profiles
- Company firmographic data
- Employment change and history data
- Person and company enrichment APIs
- Bulk dataset licensing
Pros
- Waterfall logic maximizes contact-data hit rates
- Replaces a stack of point tools for sourcing ops
- AI agents automate manual research steps
- Massive scale for building custom models
- Clean, developer-friendly APIs
- Flexible self-serve entry point
Cons
- Real learning curve before it pays off
- Credit-based costs can escalate quickly
- Requires engineering to extract value
- Contact-level accuracy varies — verify before outreach