If you’re weighing People Data Labs against Clearbit for B2B data enrichment, you’ve probably noticed that both promise to fill in the blanks on your prospects. But behind the marketing, these two platforms have drifted into different lanes: People Data Labs prioritizes raw data volume and API access, while Clearbit layers on integrations and automation.
PDL Pro plan: $98/mo · Clearbit Starter plan: $99/mo · PDL SOC 2 accreditation: Type I (2024) · Clearbit native CRM connectors: Salesforce, HubSpot
Quick snapshot
- PDL lacks a native dashboard and CRM connector (SyncGTM review)
- Clearbit offers native integrations with Salesforce and HubSpot (G2 competitor page)
- PDL obtained SOC 2 Type I certification (People Data Labs blog)
- PDL pricing uses a credit model, with the Pro plan starting at $98/mo (PDL Help Center)
- Exact current pricing tiers for Clearbit beyond the $99/mo Starter tier (SuperAGI comparison)
- PDL’s customer count and churn rate (SuperAGI comparison)
- Real-time data update frequency for both platforms (SuperAGI comparison)
- Accuracy rates for PDL vs Clearbit based on independent audits (SuperAGI comparison)
- Crustdata (B2B data comparison platform) notes that PDL and Clearbit “no longer compete in the same space” as of 2026
- Market trend points toward integrated enrichment+workflow platforms, favouring Clearbit’s approach (Crustdata analysis)
- PDL likely to continue expanding its raw data footprint and API scalability (Crustdata analysis)
Four key differences, one pattern: PDL bets on volume and API flexibility, while Clearbit bets on pre-built connections and automation.
| Dimension | People Data Labs | Clearbit |
|---|---|---|
| Data access | API-only; no dashboard (SyncGTM review) | API + dashboard + CRM sync (G2) |
| Pricing model | Usage-based credits starting at $98/mo (PDL Help Center) | Tiered subscriptions starting at $99/mo (SuperAGI comparison) |
| Certification | SOC 2 Type I (PDL blog) | SOC 2 Type II (industry standard) |
| Best fit | Dev teams building custom enrichment pipelines | Sales/marketing teams wanting out-of-box CRM enrichment |
What is People Data Labs?
People Data Labs (PDL) is a B2B data provider that offers API access to a large repository of professional contact information. According to its official documentation (developer docs), the service works on a free plus paid credit model where users get core data fields on the free tier and unlock full API capabilities on paid plans. PDL collects data through public sources and third-party partnerships, then makes it available for enrichment, predictive modeling, and product building. The PDL company pricing page (official site) states that the paid company plan starts at $100 per month with 1,000 monthly records, reinforcing the credit-based approach.
How does PDL collect data?
- Scrapes publicly available professional profiles and company records (PDL docs)
- Works with third-party data partners to supplement coverage
What types of data does People Data Labs provide?
- Person data: name, email, phone, job title, company, location, skills
- Company data: firmographic details, industry, size, technologies used (PDL pricing page)
Who uses People Data Labs?
- B2B sales teams, data scientists, product engineers who need bulk enrichment via API
- Startups building lead databases from scratch
The implication: teams with in-house development resources will find PDL a cost-effective raw material source, while non-technical teams may struggle to turn it into actionable CRM data.
How Much Does People Data Labs Cost?
PDL’s pricing is credit-based and scales with usage. The PDL Help Center (pricing breakdown) shows the Pro tier at $98 per month for 350 records and a per-record cost of $0.28 on higher tiers. The free plan provides up to 100 monthly records with core fields, according to the PDL documentation (account setup). For company-only data, the paid plan starts at $100/month for 1,000 records (PDL company pricing page). A third-party summary from Nubela (data enrichment tool comparison) reports the lowest paid IP Enrichment plan at $95.40 per month, indicating some variation by product.
What is the base pricing tier?
- Free tier: $0, 100 records/month (PDL docs)
- Pro tier: $98/month for 350 person records (PDL Help Center)
Does PDL have usage-based pricing?
- Yes. Credits cost varies by volume; higher tiers reduce per-record price (PDL Help Center)
Are there any hidden costs?
- No free trial for paid tiers according to community reports; the free plan is the only cost-free option
- No setup fees mentioned in the documentation
PDL’s credit model is transparent but can surprise teams that underestimate record consumption. For a growth-stage startup pulling 10,000 records a month, the cost could run between $300 and $600 depending on the tier — still less than a full Clearbit subscription, but you’re paying for raw data, not a finished experience.
The pattern: teams that carefully forecast their record usage can control costs, while unpredictable needs might push them toward Clearbit’s flat subscription pricing.
What is the Difference Between People Data Labs and Clearbit?
The core difference boils down to product philosophy. PDL sells data via API; Clearbit sells data plus software. According to a SyncGTM review (B2B tool evaluation), “PDL has no dashboard, no CRM connector, no signal monitoring, and no workflow automation.” In contrast, Clearbit provides native connectors for Salesforce and HubSpot, as noted on G2 (peer review platform), plus features like real-time company identification and form enrichment.
How does data coverage compare?
- PDL claims a larger raw dataset (1.5 billion profiles per its homepage), but this number is not independently verified
- Clearbit focuses on real-time enriched contacts (~300 million) with emphasis on data freshness (SuperAGI comparison)
Which platform has better integrations?
- Clearbit: native CRM connectors, form enrichment, signal monitoring (G2)
- PDL: no native integrations; must be connected via API or third-party middleware (SyncGTM)
What about ease of use and dashboard?
- PDL: no dashboard; users interact exclusively via API (SyncGTM)
- Clearbit: provides a web dashboard for search, lists, and management (G2)
Choosing PDL for its data volume means accepting that you’re buying a raw material, not a finished tool. For teams without dedicated engineering, Clearbit’s dashboard and connectors can save months of development — and that saved time may be worth the higher subscription price.
What this means: the right choice depends on whether your team values raw data flexibility or time-to-value with pre-built integrations.
Is People Data Labs Legit and Compliant with Data Privacy?
PDL is a legitimate company that has achieved SOC 2 Type I certification, as announced on its official blog (data compliance announcement), stating the certification “proves our data against 5 key criteria: security, availability, confidentiality.” The company’s privacy policy states it does not include sensitive personal data. However, because PDL aggregates publicly available information, it may be classified as a data broker under certain state regulations like California’s CCPA. Users should review PDL’s privacy policy (People Data Labs site) for GDPR compliance specifics.
Is PDL considered a data broker?
- Potentially, depending on jurisdiction; PDL’s business of selling contact data fits many US state definitions
What certifications does PDL hold?
- SOC 2 Type I (audited 2024) (PDL blog)
How does PDL handle GDPR?
- PDL claims compliance, but no specific framework detail beyond general privacy policy
Buyers subject to strict data residency or sensitivity requirements should request PDL’s data processing agreement. For Clearbit, its SOC 2 Type II certification provides a higher bar for security-conscious organizations.
The catch: security teams should weigh Clearbit’s stronger Type II certification against PDL’s lower barrier to entry for raw data access.
What Are the Best Alternatives to People Data Labs and Clearbit?
If neither platform fits your workflow, several alternatives fill the gaps. G2’s competitor page lists Apollo.io, ZoomInfo, and Coresignal as common substitutes. Apollo.io combines enrichment with a sales engagement platform; ZoomInfo targets enterprise account-based marketing; Coresignal offers structured data feeds like PDL but with a focus on public social profiles. A Crustdata analysis (data platform comparison) suggests that Coresignal vs PDL evaluations are increasingly relevant as the data enrichment market matures.
How does Coresignal compare?
- Similar API-first approach to PDL, with a slightly smaller dataset but more educational pricing
What about Apollo.io and ZoomInfo?
- Apollo.io: enrichment + CRM + email sequencing in one subscription
- ZoomInfo: enterprise-focused with high pricing but rich intent data
Which alternative fits specific use cases?
- For engineering teams: PDL or Coresignal for raw API access
- For sales teams: Clearbit, Apollo.io, or ZoomInfo for integrated workflows
Upsides
- PDL: Largest raw dataset, flexible API, SOC 2 certified
- Clearbit: Rich integrations, dashboard, signal monitoring, SOC 2 Type II
Downsides
- PDL: No dashboard, no CRM connector, credit-based pricing can be unpredictable
- Clearbit: Smaller dataset, higher total cost of ownership for high-volume users
The takeaway: the alternatives landscape confirms that no single platform serves all use cases—teams must prioritize either raw data scale or integrated experience.
“PDL has no dashboard, no CRM connector, no signal monitoring, and no workflow automation.”
— SyncGTM review, B2B tool evaluation (Source)
“Compared to People Data Labs, Clearbit is more usable, easier to set up, and better at support.”
— G2 reviewer, peer review platform (Source)
“Proving our data against 5 key criteria: security, availability, confidentiality…”
— People Data Labs blog, SOC 2 announcement (Source)
For B2B buyers evaluating data enrichment platforms, the choice is clear: People Data Labs wins on raw data scale and API flexibility, but Clearbit wins on usability and out-of-box integration. For an engineering-led team that can build its own data pipeline, PDL is the cost-effective choice. For a sales or marketing team that needs enriched CRM records today, Clearbit will deliver faster returns. The trade-off isn’t just price — it’s whether you value raw volume over finished experience.
Frequently asked questions
Does People Data Labs offer a free trial?
Can I use People Data Labs for GDPR-compliant enrichment?
How does Clearbit’s data freshness compare to People Data Labs?
Which platform is easier to integrate: PDL or Clearbit?
What data fields does People Data Labs provide?
Does Clearbit have an API for custom enrichment?
Is People Data Labs suitable for small startups?
How accurate is Clearbit’s company data compared to PDL?