People Data Labs Pricing, Alternative, & Overview: Is It Worth Your Investment in 2025?

Last updated: September 3, 2026

People Data Labs is a widely used data provider for recruiting and business intelligence teams that need bulk access to person and company records. Its API-first design and large dataset make it a common shortlist item for teams evaluating enrichment vendors.

So what does it actually cost, and is it the right fit for your team?

People Data Labs runs three tiers: a Free Plan at $0 for limited testing, a Pro Plan starting at $98/month for person data or $100/month for company data, and a custom-priced Enterprise Plan for teams that need volume beyond the Pro tier’s limits.

Below, we break down what each plan includes, how PDL’s usage-based pricing actually works, and how it stacks up against alternatives so you can decide whether it fits your budget and workflow.

Key Takeaways

• Free Plan: No cost, up to 100 monthly records for both person and company data, with ISO and SOC 2 Type 2 compliant data.
• Pro Plan (Person Data): Starts at $98/mo, delivering 350 monthly enrichment credits plus email support.
• Pro Plan (Company Data): Begins at $100/mo, providing 1,000 monthly company lookups plus email support.
• Enterprise Plan: Custom pricing for large-scale needs, with premium fields, dedicated support, and advanced security features.

What is People Data Labs?

People Data Labs is a data provider focused on people and company information, built primarily as an API product for developers and technical teams. Its dataset covers billions of unique person profiles, making it a common source for businesses that need to enrich records on customers, candidates, or prospects.

The platform is aimed at engineering-savvy teams rather than sales reps working in a point-and-click dashboard. Companies pull in resumes, contact details, and social profile data through API calls that they build into their own pipelines.

PDL emphasizes compliance and data quality, holding ISO and SOC 2 Type 2 certifications, which matters for teams that need to document their data sourcing practices.

In practice, People Data Labs works best for technical teams building enrichment directly into their own software, rather than sales or recruiting teams looking for a ready-to-use interface.

People Data Labs Pricing Breakdown

People Data Labs’ pricing features a Free Plan ($0), a Pro Plan (Person Data starts at $98/month, Company Data starts at $100/month), and an Enterprise Plan with customized pricing for extensive data needs.

Comprehensive Table Comparing All Available Pricing Plans

Here’s a closer look at what each tier includes:

Plan	Monthly Cost	Annual Cost (20% Savings)	Key Features	Data Records	Support Level
Free	$0	N/A	Basic access, ISO & SOC 2 Compliance	Up to 100	Community
Pro	Starts at $98/person data, $100/company data	Save 20% on annual billing	Increased support, more records	Starts at 350/person data, 1,000/company data	Email support
Enterprise	Custom	Custom	Premium fields, custom volume, dedicated manager	Custom volume	Dedicated support, API or on-premise licensing

How is People Data Labs Cost Calculated? Factors Affecting The Pricing

Several factors shape the final invoice:

• Contract Length: Annual contracts unlock roughly a 20% discount compared to month-to-month billing.
• Volume Discounts: Higher volumes of data records come with custom pricing, especially under the Enterprise plan.
• Custom Features: Access to premium fields and specific API features can affect pricing, particularly for Enterprise customers.
• Credit Consumption Model: PDL bills per successful match rather than per query, and bulk API calls can consume up to 100 credits in a single request, so understanding your expected match rate matters before you commit to a tier.

1. People Data Labs Free Plan

Free Plan ($0) offers up to 100 monthly records with access to hundreds of unique data points and ISO & SOC 2 Type 2 compliance. Ideal for individuals or small teams.Best Suited For: Individuals or small teams just starting with data enrichment and search.

Key Features of the Free Plan

• Up to 100 monthly records
• Access to hundreds of unique data points
• ISO & SOC 2 Type 2 compliant data

Pros of the Free Plan

• No cost to start
• Compliance with major security standards
• Access to a wide range of data points

Limitations/Drawbacks of the Free Plan

• Limited to 100 records per month, and contact fields like email and phone are typically excluded
• No email support
• Limited API features compared to paid plans

2. People Data Labs Pro Plan

In the Pro Plan, Person Data starts at $98/month, Company Data starts at $100/month. Includes everything in the Free Plan plus email support and more records. Suitable for growing businesses.Best For: Small to medium-sized businesses needing more data access and support.

Features in the Pro Plan

• Starts at 350 monthly records for person data, 1,000 for company data
• Email support
• Improved API access, including premium fields

Pros of the Pro Plan

• More records than the Free plan
• Email support for queries
• Cost-effective for growing businesses at low volume

Cons/Limitations/Drawbacks of the Pro Plan

• Per-record cost works out to roughly $0.28 on monthly billing, which is high compared to some competitors once volume grows
• No dedicated support manager
• Less suitable for large enterprises with extensive data needs

3. People Data Labs Enterprise Plan

Enterprise Plan offers customized pricing for large-scale needs, offering custom data volumes, premium fields, dedicated support, and API or on-premise options. Best for large enterprises.Best For: Large enterprises with high-volume, specialized data needs requiring dedicated support and custom solutions.

Features in the Enterprise Plan

• Custom data volume, generally required once usage exceeds roughly 100,000 credits per year
• Access to premium fields
• Dedicated customer success manager
• API or on-premise licensing options

Pros of the Enterprise Plan

• Highly customizable to specific needs
• Dedicated support and account management
• Access to the most comprehensive data and features

Cons/Limitations/Drawbacks of the Enterprise Plan

• Higher cost due to custom pricing, with real-world deals commonly landing anywhere from the low five figures to well over $20,000 per year depending on volume and fields
• May require a longer commitment
• More complex setup and integration process, since PDL requires custom API work rather than offering native CRM connectors

People Data Labs API Pricing

People Data Labs runs a range of APIs, each built for a different data need. Whether you want to enrich person profiles, search for individuals, or clean and unify data, there’s a pricing structure tied to that specific product.

Below are the published pricing tables for the main APIs.

Person Search API Pricing

Use the Person Search API to locate individuals in the dataset who match a set of criteria. The pricing structure is as follows —

Pricing Tier	First Unit	Last Unit	Per Unit Cost	Minimum Price	Maximum Price
Monthly
Monthly Tier 1	350	2,499	$0.280	$98.00	$699.72
Monthly Tier 2	2,500	4,999	$0.265	$662.50	$1,324.74
Monthly Tier 3	5,000	8,333	$0.250	$1,250.00	$2,083.25
Yearly
Annual Tier 1	4,200	29,999	$0.224	$2,688.00	$6,719.78
Annual Tier 2	30,000	59,999	$0.212	$6,360.00	$12,719.79
Annual Tier 3	60,000	99,999	$0.200	$12,000.00	$19,999.80

Person Identify API Pricing

The Person Identify API links identifiers to real people and indicates potential ID fraud when no matches are found. Pricing details are as follows —

Pricing Tier	First Unit	Last Unit	Per Unit Cost	Minimum Price	Maximum Price
Monthly
Monthly Tier 1	200	499	$0.550	$110.00	$274.45
Monthly Tier 2	500	999	$0.525	$262.50	$524.48
Monthly Tier 3	1,000	4,167	$0.500	$500.00	$2,083.50
Yearly
Annual Tier 1	2,400	5,999	$0.440	$1,056.00	$2,639.56
Annual Tier 2	6,000	11,999	$0.420	$2,520.00	$5,039.58
Annual Tier 3	12,000	49,999	$0.400	$4,800.00	$19,999.60

Company Enrichment API Pricing

The Company Enrichment API helps you find the most accurate company records using unique identifiable information. Here’s the detailed pricing —

Pricing Tier	First Unit	Last Unit	Per Unit Cost	Minimum Price	Maximum Price
Monthly
Monthly Tier 1	1,000	9,999	$0.100	$100.00	$999.90
Monthly Tier 2	10,000	24,999	$0.075	$750.00	$1,874.93
Monthly Tier 3	25,000	33,333	$0.065	$1,625.00	$2,166.65
Yearly
Annual Tier 1	12,000	119,999	$0.080	$960.00	$9,599.92
Annual Tier 2	120,000	299,999	$0.060	$7,200.00	$17,999.94
Annual Tier 3	300,000	399,999	$0.050	$15,000.00	$19,999.95

Company Search API Pricing

For searching specific companies in PDL’s dataset, the Company Search API offers the following pricing tiers —

Pricing Tier	First Unit	Last Unit	Per Unit Cost	Minimum Price	Maximum Price
Monthly
Monthly Tier 1	1,000	9,999	$0.100	$100.00	$999.90
Monthly Tier 2	10,000	24,999	$0.075	$750.00	$1,874.93
Monthly Tier 3	25,000	33,333	$0.065	$1,625.00	$2,166.65
Yearly
Annual Tier 1	12,000	119,999	$0.080	$960.00	$9,599.92
Annual Tier 2	120,000	299,999	$0.060	$7,200.00	$17,999.94
Annual Tier 3	300,000	399,999	$0.050	$15,000.00	$19,999.95

Benefits of Using People Data Labs

By choosing People Data Labs, you’re accessing tools and insights meant to support data-driven decision making, provided your team has the technical resources to integrate the API.

Access to Extensive Datasets

With People Data Labs, you get access to a large database that includes billions of individual profiles and detailed information on millions of companies. This helps you make informed decisions and improve your business strategies. Plus, their tools allow you to update and enrich your data, making your outreach efforts more effective.

Data Enrichment

Improve your existing records with comprehensive data available through the API. Regular enrichment helps keep your databases current, improving accuracy and reliability in your operations.

Flexible Search Capabilities

Customize your searches with precision using advanced search options. Whether you’re looking for specific individuals or companies, you can customize your queries to fit your exact requirements. In this way, you can make your searches more efficient and effective.

Developer-Friendly APIs

Integrate People Data Labs into your existing systems through their APIs. Designed with developers in mind, these APIs are meant to simplify the integration process, though teams should expect to build and maintain their own connectors since PDL does not offer native CRM integrations.

Compliance and Security

Navigate data usage confidently, knowing that People Data Labs adheres to ISO and SOC 2 Type 2 compliance standards. Their commitment to protecting data and privacy means you can focus on leveraging their services without compromising on security.

Scalable Solutions

People Data Labs offers scalable data solutions that grow with your business. From startups to large enterprises, their services are designed to accommodate a range of data volume needs. This ensures you have the support to expand and evolve.

People Data Labs Additional (Hidden) Cost and Fees

• Setup Fees: No setup fees are listed publicly, indicating that starting with any plan, including the Enterprise Plan, likely doesn’t involve upfront costs.
• Add-ons and Integrations: Premium fields such as phone numbers and emails are often priced or gated separately from the base credit rate, which can push real costs higher than the headline number suggests.
• Overuse Charges: Exceeding your plan’s credit limit generally requires moving to a higher tier or discussing custom terms for Enterprise-level usage.

People Data Labs Pricing Reddit: What Redditors Think about People Data Labs

Based on the analysis of Reddit comments related to People Data Labs pricing, here are some key points users have mentioned:

• Cost-Effectiveness: Many users find People Data Labs to be more expensive compared to similar tools. Proxycurl is often mentioned as a more affordable alternative that offers comparable or even better functionality.
• Value for Money: Opinions on the value provided for the cost are mixed. Some Redditors believe the pricing is reasonable given the extensive data and features available, while others consider it a bit steep relative to the benefits received.
• Comparison with Competitors: People Data Labs is frequently compared to other data providers. Although it offers comprehensive datasets, several comments suggest that there are more cost-effective alternatives that still deliver a satisfactory range of features.
• Hidden Costs: Some users have raised concerns about unexpected additional costs or fees with People Data Labs that aren’t initially apparent, impacting the overall cost-effectiveness of the service.

Key Features of People Data Labs

People Data Labs offers APIs to enrich, search, and clean data. Here’s a look at the main products:

Person Enrichment API

Enrich your database with detailed profiles from a global dataset of person records. This API integrates personal data into your systems, supporting customer insights and engagement strategies, though credits are consumed per successful match rather than per query.

Person Search API

Search a large collection of person profiles using specific criteria. Its scale and precision in filtering matter for businesses aiming to identify the right individuals for their needs.

Company Enrichment API

Enhance your company records with detailed data on millions of companies globally. This API supports regular updates, helping keep business decisions informed by current information.

Company Search API

Get detailed insights into millions of companies through targeted search capabilities. This feature provides firmographic search options, helping you find companies that meet your specific criteria.

Identify API

Specializing in risk management, this API grants access to identity profiles, aiding in customer verification and fraud prevention efforts.

IP Enrichment API

Transform anonymous IP addresses into company data. This feature is aimed at identifying the companies behind web traffic, supporting lead generation and targeted marketing efforts.

Cleaner API

Clean and standardize raw data. This utility simplifies the data-cleaning process by offering a way to sanitize user input and align it with foundational datasets.

Autocomplete API

Improve user experience with search suggestions. This API provides suggestions across various fields, supporting search functionality.

Is People Data Labs Worth The Price?

People Data Labs offers a large amount of data on people and companies, with plans that let you start free and scale up as your needs grow.

For technical teams that need to build enrichment directly into their own pipeline, this model can work well. The entry prices are relatively low, but at higher volumes the per-credit cost adds up, and per-record pricing on the Pro tier runs on the expensive side compared to many competitors.

Whether the price is justified really depends on your team’s technical resources and how much of the value comes from raw data volume versus a ready-to-use interface. You can assess whether the cost of People Data Labs is justified for your business needs, especially in how sales reps can generate leads quickly.

It’s also true that other companies in this space might give you more for your money, or an easier path to a usable contact list without engineering overhead.

So before you decide, compare what you get from People Data Labs with what other vendors offer, and weigh that against what your team actually needs day to day.

Sometimes paying more buys real value. Other times a lower-cost tool that’s easier to operate gets you to the same result faster.

When Should I Pay for People Data Labs?

With so many data vendors on the market, it helps to know when a paid plan is actually worth committing to. Here are some scenarios to consider before moving off the Free plan.

Free Plan: Ideal for Initial Exploration

The Free Plan offers up to 100 monthly records, suitable for individuals or small teams just beginning to explore data-driven solutions, though contact fields like email and phone are typically excluded from this tier.

It gives you a chance to test basic capabilities like the API’s core structure and response format, including features tied to areas like post purchase emails workflows, before committing budget.

It offers a taste of the platform’s capabilities without any cost.

Pro Plan: Perfect for Growing Businesses

Priced at $98/month, the Pro Plan offers 350 monthly person enrichment credits and is aimed at businesses ready to build data enrichment into a more integrated workflow. If you’re looking to expand your research data management with a more integrated approach, this plan is suitable for you. It includes email support and premium fields not available on the Free tier.

Enterprise Plan: Custom Solutions for Large-Scale Operations

Once usage climbs past roughly 100,000 credits a year, PDL moves accounts to a custom Enterprise contract. This plan is intended for organizations that need personalized support, bulk data licensing, and sophisticated data solutions to meet specific requirements.

Swordfish AI: The Best Alternative to People Data Labs

Swordfish AI is a strong alternative to People Data Labs, offering real-time connectivity validation and unique cell phone data that People Data Labs lacks. Where People Data Labs positions itself as a broad, developer-facing data API, Swordfish AI focuses on a more precise contact list built for direct outreach.

Swordfish AI gives you access to billions of individual data points, including premium business emails and exclusive cell phone numbers. It uses a proprietary verification system and works with cell phone carriers to help ensure the data is accurate and reliable.

Swordfish AI also keeps its contact information fresh through live data partners, which matters for sales and recruiting teams that need current numbers rather than static exports.

Swordfish vs People Data Labs: A Quick Comparison Table

Here’s a comparison table showcasing how Swordfish measures up against People Data Labs.

Feature	Swordfish AI	People Data Labs
Data Verification	Proprietary cell phone verification system	Standard data validation
Data Profiles	Billions of data profiles	Billions of person records
Platform Integration	Chrome Extension for Facebook, LinkedIn, GitHub, StackOverflow, Twitter, Dribbble	API and bulk data delivery
Insights Tool	Bombora for buyer intent data	Not specified
Pricing	Customized pricing with $100 of free data offer	Tiered pricing starting from free to custom enterprise solutions

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Why Choose Swordfish AI over People Data Labs?

Here’s why Swordfish AI is a strong choice for professionals seeking accurate contact data compared to People Data Labs:

Exclusive Cell Phone Data

Swordfish AI offers access to exclusive cell phone data not available with other providers like People Data Labs. This capability helps you directly reach decision-makers.

Proprietary Verification System

Swordfish AI uses a proprietary system to verify cell phone numbers, aiming to ensure the contact information you receive is reliable and actionable for your outreach efforts.

Comprehensive Database

With billions of individual data points, Swordfish AI’s database is built to increase your chances of finding precise and relevant contact information.

Chrome Extension for Easy Access

The Swordfish AI Chrome Extension simplifies the process of finding contact information across various platforms, including LinkedIn, Twitter, and Facebook. The tool is designed to make your prospecting efforts more efficient.

Partnership with Cell Phone Carriers

Our partnerships with cell phone carriers support our data validation processes, aiming to keep information current and accurate.

Advanced Email Validation

Swordfish AI’s email validation process includes premium business email checks, aiming to reduce bounce rates and improve the success rate of your campaigns.

Live Data Partners

By utilizing live data partners, Swordfish AI aims to keep contact information updated. This approach helps save time and reduces the effectiveness lost to outdated data.

What are the Other Alternatives to People Data Labs?

When exploring alternatives to People Data Labs, it’s important to consider various platforms based on their pricing, features, and overall value to find the right fit for your needs. Here’s a closer look at some alternatives:

1. Lusha

Lusha is a tool built to help sales and recruitment teams get in touch with the right people quickly. It was founded by Assaf Eisenstein and Yoni Tserruya and is used by a large base of sales professionals and companies, including well-known names.

The tool surfaces data where you need it, such as on social networks, the web, and inside your existing sales tools. Lusha offers integrations with popular platforms like Salesforce.

What sets Lusha apart is its focus on ease of use. It emphasizes accurate B2B contact info, so you spend less time guessing and more time talking to the right people.

Compared to People Data Labs, Lusha’s advantage is how approachable it is for non-technical users. While People Data Labs offers a large volume of raw data through its API, Lusha packages finding and using that data more simply, especially for sales and recruitment teams.

Lusha’s free tier and transparent pricing make it easy for teams of any size to get started.

Comparison Table of Lusha vs People Data Labs

Here’s a straightforward comparison table between Lusha and People Data Labs, focusing on key features based on the analysis:

Features	People Data Labs		Lusha
Data Profiles	Billions of profiles		45 Million
Phone Verification	Direct & Landline Numbers		Yes
Email Accuracy	Verified Emails		Yes
Enrichment Tools	Data Enrichment, Email Pattern Intel, Technographics, Advanced Filters, Suppression List Uploads		Yes
Integrations	Salesforce, AWS, Zapier, Snowflake, etc		Salesforce, HubSpot, Outreach, Zoho, etc
Pricing	Person Data Plans	Company Data Plans	Free Trial: Limited Credits Pro: $29/user/month Premium: $51/user/month Enterprise: Custom Pricing Available
	Free: $0/month	Free: $0/month
	Pro: $98/month	Pro: $100/month
	Custom Pricing	Custom Pricing

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2. Uplead

UpLead is a tool built to help businesses find new customers quickly. It offers access to a large database of contacts and businesses.

UpLead emphasizes data accuracy, and offers tools like a Chrome extension, email verification, and a way to see what tech stack companies use.

Compared to People Data Labs, UpLead stands out for being user-friendly and focused specifically on sales leads. While People Data Labs has a large volume of data through its API, UpLead is built to make finding and using that data more immediate for non-technical users.

Comparison Table UpLead vs People Data Labs

Here’s a comparison table that shows the optimum differences between UpLead and People Data Labs.

Feature	UpLead	People Data Labs
Pricing	Free Trial: $0/month with 5 credits. Essentials: $99/month with 170 credits. Plus: $199/month with 400 credits.	Person Data Plans	Company Data Plans
		Free: $0/month	Free: $0/month
		Pro: $98/month	Pro: $100/month
		Custom Pricing	Custom Pricing
Data Profiles	Access to over 155 million profiles.	Billions of profiles are available.
Unique Feature	High data accuracy focus.	Focus on compliant, rich, and clean person data.
Integrations	Integrates with Salesforce, HubSpot, Zoho, Pipedrive, etc.	No native CRM integrations; teams typically use Zapier or build custom connections
Chrome Extension	Available for accessing verified contacts and company data while browsing.	Not offered; PDL is API-first
API	Offers API for real-time data access and integration.	Provides a suite of APIs for company and person data, including search, enrichment, and more.
Email Verification	Real-time email verification is included with lead exports.	Not explicitly offered as a standalone tool; contact fields are gated behind paid plans
Additional Features	Data enrichment, bulk lookup, technographic, and intent data.	Company data fields, IP enrichment API, and data licensing options for enterprises.

3. Clearbit

Clearbit uses AI to turn large amounts of raw data into insights meant to improve record accuracy and lead scoring.

Integration is designed to be straightforward, generally through an API that works with common CRM systems. Clearbit emphasizes real-time data access combined with AI-driven enrichment as a point of differentiation from PDL’s more static, credit-based model.

These features make Clearbit a notable option in the B2B data space for teams that want deeper insights and faster integration, particularly for marketing use cases.

Comparison Table Clearbit vs People Data Labs

Clearbit and People Data Labs are two influential players in the B2B data industry, each offering distinct features personalized to improve business operations through data intelligence. Here’s a concise comparison of their key features:

Feature	Clearbit	People Data Labs
Pricing	Free Trial: 25 credits/month. Growth Plan: Starts from $150-$275 for 125-1,000 credits. Business Plan: Custom Pricing	Person Data Plans	Company Data Plans
		Free: $0/month	Free: $0/month
		Pro: $98/month	Pro: $100/month
		Custom Pricing	Custom Pricing
Database Size	Over 200 million contacts	Billions of profiles are available.
AI-Enhanced Data Enrichment	Yes	No
Real-Time Data Access	Yes	No
API for Data Access	Comprehensive API across multiple data points	API focused on personal and company data
Global Coverage	Extensive global coverage in multiple languages	Strong global presence
Company Hierarchy Data	Detailed company hierarchies available	Limited company hierarchy data

Conclusion

As you weigh People Data Labs pricing, think about how well it fits your budget, whether the data is reliable, where it comes from, and whether it will integrate easily with your existing systems and technical resources. These factors determine whether the service actually boosts your operations or adds friction.

Take a close look at the alternatives covered here. They bring different strengths to the table, from better data accuracy to more extensive sourcing to more accessible pricing structures that may align better with what you need.

It’s also worth trying Swordfish AI. It’s built around unique access to cell phone data and a dedicated verification process aimed at reliable contact information, which can help you connect directly with people and support your recruitment or outreach objectives.

Try Swordfish AiNote: Have a look at paid subscription of LinkedIn Sales Navigator (if you want).

FAQs

Does People Data Labs offer a free trial?

Instead of a traditional time-limited free trial, People Data Labs offers a free plan that includes up to 100 monthly records. This plan allows users to test the platform’s basic capabilities without any financial commitment, though contact fields are typically restricted.

Is People Data Labs secure?

Yes, People Data Labs takes security seriously. They adhere to SOC 2 Type 2 and ISO 27001 standards, aiming to manage data with strict security protocols to help protect it from unauthorized access and breaches.

Is People Data Labs good for personal use?

People Data Labs is primarily designed for business-to-business (B2B) applications. It focuses on enriching company and personal data for business uses, not for personal use cases. For individual users, the platform may not align with personal data management needs.

Is People Data Labs good for small businesses?

People Data Labs offers scalable data solutions that can work for small businesses with technical resources to manage an API integration, supporting sales, marketing, and HR tech use cases even at lower volume.

Can I cancel my subscription at any time?

Yes, you can cancel your subscription at any time. Note that yearly subscriptions are typically billed upfront, and refunds for cancellation partway through the billing cycle are usually not provided, so factor this in when planning your subscription term.