People Data Labs vs Clay
Both are data api / marketplace tools with different strengths. Here's an honest comparison to help you choose.
Choose People Data Labs if…
- You have a data engineering team that can build custom pipelines
- You need the largest possible raw dataset for ML or identity resolution
- You're building a product that requires bulk person data at scale
Choose Clay if…
- You want to orchestrate enrichment from multiple sources in one place
- You're comfortable with no-code/low-code workflow building
- You need highly customizable enrichment waterfalls
People Data Labs vs Clay — Feature comparison
| Feature | People Data Labs | Clay |
|---|---|---|
| Category | Data API / Marketplace | Data API / Marketplace |
| Primary use case | Large-scale B2B data API for developers and data teams | Workflow automation and multi-source enrichment orchestration |
| Data freshness | Database — periodic refresh | Real-time — live lookups |
| Data depth | High | Variable |
| GDPR compliance | Claimed , US infra | Limited , US infra |
| Pricing tier | From $98/month (API credits) | From $149/month |
| Free plan | Yes — limited | No |
Both are data api / marketplace tools — but with key differences
People Data Labs is built for large-scale b2b data api for developers and data teams. People Data Labs is a B2B data provider offering 3B+ professional profiles and 18B+ data points via API for developers, data teams, and enterprise applications.
Clay serves a similar purpose: workflow automation and multi-source enrichment orchestration. Clay is a workflow automation platform that orchestrates data enrichment from 100+ sources including LinkedIn, Apollo, Clearbit, and custom waterfalls.
💶 Pricing comparison
Clay (From $149/month) is priced lower than People Data Labs at From $98/month (API credits).
20–30% of B2B contacts change roles every year. Neither People Data Labs nor Clay is designed to continuously monitor your existing CRM for job changes and update records automatically — that's a different tool category.
🇪🇺 GDPR and data compliance
Neither People Data Labs nor Clay has a particularly strong GDPR documentation posture — both rely on US infrastructure.
For European teams or those with EU customers requiring documented sub-processor chains, the compliance posture of your enrichment vendor matters. Make sure to request a DPA and sub-processor list before committing.
Frequently asked questions
Which is better, People Data Labs or Clay?
People Data Labs and Clay target different use cases. People Data Labs focuses on large-scale b2b data api for developers and data teams, while Clay is built for workflow automation and multi-source enrichment orchestration. The best choice depends on your team's primary need. For CRM data quality and real-time enrichment, consider Enrich-CRM as a complementary or alternative tool — GDPR-native, from €29/month.
How do People Data Labs and Clay compare on pricing?
People Data Labs is priced at From $98/month (API credits). Clay is priced at From $149/month. Clay is generally more affordable. Enrich-CRM starts at €29/month with a free plan (100 credits/month, no card required).
Do People Data Labs and Clay integrate with HubSpot?
People Data Labs HubSpot integration: no native integration. Clay HubSpot integration: basic sync possible. Enrich-CRM integrates natively with all HubSpot plans, writing enriched data directly to CRM fields.
What is the best alternative to both People Data Labs and Clay?
If your primary goal is maintaining accurate CRM data over time — job changes, current titles, company data — Enrich-CRM is a focused alternative. It uses live lookups (not a database), runs on EU servers (AWS Paris), includes job change monitoring and intent signals, and starts at €29/month with a free tier.
Enrich-CRM — real-time CRM enrichment for your existing contacts
People Data Labs and Clay are both data api / marketplace tools. Enrich-CRM does something different: it enriches the contacts you already have in your CRM — in real-time, continuously, from the live web. Proprietary LLM on AWS EU Paris (no OpenAI, no Anthropic). 250+ company datapoints, 50+ contact datapoints, continuous job change detection, intent signals. Native HubSpot integration, plus Clay, Salesforce, Zapier, Make, n8n, CSV, and API.
From €29/month, 100 free credits, no annual contract. Full DPA and sub-processor documentation at our Trust Center.