People Data Labs pricing starts at $98/month for Person Data, $100/month for Company Data, and $95.40/month for IP Enrichment on the lowest paid tiers. That is the answer most people came for. The more useful answer is whether that pricing actually makes sense for your use case, and my view is still mostly no, unless you specifically need PDL’s breadth and already have the engineering muscle to work around its quirks.
Price is a big factor when you're looking for a data provider, whether you're a business looking to save some budget, or an independent researcher working with whatever funds you have. Of course, when you do spend your budget, you would want every penny of that budget spent to be worth it.
And so today, let's look into how much People Data Labs costs and what you'll get in return. But of course you can find that information on their pricing page effortlessly. So here’s my proposition, along with their pricing, we will look what they offer for it, and if the investment is truly worth it.
For starters, here's an updated table showing People Data Labs pricing plans.
| Plans | Price | Data Records |
|---|---|---|
| Free | $0/mo | Up to 100 monthly person/company records, 25 monthly IP records |
| Pro, Person Data | $98/mo | Starts at 350 monthly credits, $0.28/profile |
| Pro, Company Data | $100/mo | Starts at 1,000 monthly credits, $0.10/profile |
| Pro, IP Data | $95.40/mo | Starts at 1,325 monthly credits, $0.072/profile |
| Enterprise | Custom | Starts at 100,000/year for person, 400,000/year for company, 250,000/year for IP |
Note:* PDL’s self-serve pricing has changed a bit since the older version of this article. They now also offer 30-day free trials with 500 API credits for supported products, but their normal free plan is still much more limited than that. Also, free access still does not* give you unobfuscated contact data.
What does People Data Labs do?
People Data Labs (PDL) is a data provider that helps companies build compliant data products at scale. They aggregate public web data and partner data, then package it into datasets and APIs.
Their data points offering is still one of the largest in the market. They provide everything from name, location, contact information, social media details, and much more. Though they are still guilty of breaking down one data point into many granular forms, which inflates the absolute quantity. For instance, job location is split into multiple fields like job_company_location_name, job_company_location_locality, job_company_location_metro, and job_company_location_region.
Customers who opt for PDL’s service generally seem satisfied with coverage, even when they complain about recency or complexity. That part of the old article still holds.
People Data Labs Pricing Plans
The pricing model still has three main tiers across product categories: Free, Pro, and Enterprise.
For Person, Company, and IP data, the Free plan is mostly for testing. Pro is the actual self-serve paid plan. Enterprise is where they push you once your volume gets serious.
A few important updates from PDL’s current docs:
- Free plan: up to 100 monthly person/company records, 25 monthly IP records
- Pro plan: monthly or annual billing, with volume discounts
- Enterprise: starts at 100,000 annual credits for Person APIs, 400,000 for Company APIs, and 250,000 for IP APIs
- Free trials: 500 credits for 30 days on supported products
- Contact data and premium fields: locked behind paid plans
Each tier provides access to different data fields, some of which are behind paywalls. The Free plan comes with limited field access, the Pro plan includes moderate access, and the Enterprise plan offers the most extensive field access. If your current plan doesn't cover specific fields you need, you can add them manually. Keep in mind, though, that each additional field bundle you add is priced per credit.
See the field bundles pricing table below.
| Field Bundle | Type | Price |
|---|---|---|
| Inferred Salary | Person | $0.01 |
| Inferred Years Experience | Person | $0.01 |
| Professional Social Network Connections | Person | $0.01 |
| Premium Resume Fields | Person | $0.03 |
| Ticker Information | Person | $0.01 |
| Premium Company Attributes | Person | $0.03 |
| Company Premium | Company | $0.10 |
| Inferred Revenue | Company | $0.03 |
| Funding Details | Company | $0.08 |
That add-on structure is one of my recurring issues with PDL pricing. The sticker price is only the start. Once you actually want richer data, the bill moves.
People Data Labs API Pricing
Apart from their subscription plan, there is still a usage-based credit model under the Pro plan. You choose the product, buy credits, and credits are consumed on successful matches.
One thing PDL does clearly now is explain credit consumption:
- Person, Company, and IP Enrichment APIs: usually 1 credit per successful request
- Person and Company Search APIs: 1 credit per successful profile returned, so a single request can burn multiple credits
- Autocomplete and Cleaner APIs: handled with rate limits instead of credit charges
Below, you'll find the updated pricing details for the main APIs provided by People Data Labs. It is still pretty broken down, and yes, it is still a bit of a maze.
Person Enrichment and Person Search APIs Pricing
Person Enrichment API: Enrich individual data by allowing access to all fields in person datasets. (Cost: 1 credit)
Person Search APIs: Search datasets for individuals that match your query. (Cost: 1 credit per successful profile returned)
| Payment Cycle | Tier | Credits | Price |
|---|---|---|---|
| Monthly | 1 | 350 to 2,500 | $98 to $700 ($0.28/profile) |
| 2 | 2,501 to 5,000 | $662.77 to $1,325.00 ($0.265/profile) | |
| 3 | 5,001 to 8,333 | $1,250.25 to $2,083.25 ($0.25/profile) | |
| Annual | 1 | 4,200 to 30,000 | $940.80 to $6,720.00 ($0.224/profile) |
| 2 | 30,001 to 60,000 | $6,360.21 to $12,720.00 ($0.212/profile) | |
| 3 | 60,001 to 99,999 | $12,000.20 to $19,999.80 ($0.20/profile) |
Person Identify API Pricing
Person Identify API: Search through the dataset to find profiles that best match your query. (Cost: 1 credit)
| Payment Cycle | Tier | Credits | Price |
|---|---|---|---|
| Monthly | 1 | 200 to 499 | $110.00 to $274.45 ($0.55/profile) |
| 2 | 500 to 999 | $262.50 to $524.48 ($0.525/profile) | |
| 3 | 1,000 to 4,167 | $500.00 to $2,083.50 ($0.50/profile) | |
| Annual | 1 | 2,400 to 5,999 | $1,056.00 to $2,639.56 ($0.44/profile) |
| 2 | 6,000 to 11,999 | $2,520.00 to $5,039.58 ($0.42/profile) | |
| 3 | 12,000 to 49,999 | $4,800.00 to $19,999.60 ($0.40/profile) |
That is one of the biggest pricing changes worth calling out. The old article listed Person Identify at around $0.10 down to $0.065 monthly. The current docs show $0.55 down to $0.50 monthly. That is not a rounding issue. That is a meaningful difference.
Company Enrichment and Company Search APIs Pricing
Company Enrichment API: Enrich company data by allowing access to all fields in the company schema. (Cost: 1 credit)
Company Search API: Search datasets for companies that match your query. (Cost: 1 credit per successful profile returned)
| Payment Cycle | Tier | Credits | Price |
|---|---|---|---|
| Monthly | 1 | 1,000 to 10,000 | $100.00 to $1,000.00 ($0.10/profile) |
| 2 | 10,001 to 25,000 | $750.08 to $1,875.00 ($0.075/profile) | |
| 3 | 25,001 to 33,333 | $1,625.07 to $2,166.65 ($0.065/profile) | |
| Annual | 1 | 12,000 to 120,000 | $960.00 to $9,600.00 ($0.08/profile) |
| 2 | 120,001 to 300,000 | $7,200.06 to $18,000.00 ($0.06/profile) | |
| 3 | 300,001 to 399,999 | $15,000.05 to $19,999.95 ($0.05/profile) |
IP Enrichment API Pricing
IP Enrichment API: Search an IP address and return location, company, and other associated data. (Cost: 1 credit)
| Payment Cycle | Tier | Credits | Price |
|---|---|---|---|
| Monthly | 1 | 1,325 to 5,000 | $95.40 to $360.00 ($0.072/profile) |
| 2 | 5,001 to 10,000 | $300.06 to $600.00 ($0.06/profile) | |
| 3 | 10,001 to 20,833 | $480.05 to $1,000.00 ($0.048/profile) | |
| Annual | 1 | 15,900 to 60,000 | $954.00 to $3,600.00 ($0.06/profile) |
| 2 | 60,001 to 120,000 | $3,000.05 to $6,000.00 ($0.05/profile) | |
| 3 | 120,001 to 249,999 | $4,800.04 to $9,999.96 ($0.04/profile) |
PeopleDataLabs data is good. They have very high coverage but only update their data monthly. So you’ll miss out on any data changes that happen in between these monthly updates. As you’re building a marketing app, you might need data such as social media posts and activity of people. But PDL doesn’t provide that. They provide company firmographics and people data like job history, academic background etc...
Is People Data Labs worth it?
The short answer is still no. For what you’re paying, there is a lot that could be better. And honestly, I’m still not fully on board with the price either.
Why? Let me explain.
1. Premium pricing
People Data Labs has a proven track record of providing quality, accurate data. Their premium price is based on their breadth of data and their position in the market. But that does not automatically make it a good buy.
The cost per profile on the basic paid person plan is still $0.28. If you’re a startup or a lean sales team, that number adds up fast. Even annual Person pricing only gets down to $0.20 at the top self-serve tier.
And now Person Identify is even harder to justify. At $0.55 to $0.50 per match on monthly pricing, you really need high downstream value per record for the math to work.
2. Data recency
People Data Labs’ breadth is real. So is the tradeoff. Their data is not built around real-time recrawl on every query.
That matters more than people admit. When I was running data-heavy GTM systems, stale org charts and stale job changes were where a lot of waste came from. Not because the vendor was bad. Because batch-updated data has a shelf life.
The Reddit comment above gets at the same issue pretty cleanly: good coverage, monthly updates. That can be enough for analytics. It is often not enough for timing-sensitive outbound.
3. Steep learning curve
Most companies turn to data providers because they want the provider to handle the ugly part. You pay to reduce internal mess.
But if you have to spend a good chunk of time understanding credit logic, field bundles, product-specific pricing, and API behavior just to forecast spend, that convenience starts to evaporate. A lot of the value from a data vendor is not just the data. It is whether your team can use it without creating a finance problem.
A valuable asset, understanding your audience is crucial. It's essential to invest time comprehending their data framework. Moreover, possessing development skills is advantageous, given that they typically offer only an API and a rudimentary query builder.
The intent here isn’t to question People Data Labs’ quality. By all means, they’re a reputable provider. But I still have to ask if their service is worth the price.
For me, the answer is no.
If you are paying a premium price, you should not also be paying a premium in complexity.
Is there a better option?
I am here to tell you People Data Labs isn’t the only major player in the market. Before anything, assess your data needs. After you are confident in what you’re looking for, the only thing left to do is browse your options.
Here is an updated, simmered-down list:
- NinjaPear (Best for competitive intelligence + enrichment): NinjaPear is what I’d point people to now if they want something more modern than the old enrichment-only stack. It does person and company enrichment, but the real difference is that it also has customer data, competitor mapping, company monitoring, and spreadsheet-native workflows. If your job is revenue, not just enrichment, that matters.
- Proxycurl (sunset, legacy mention): I’m keeping this in here because the older version of this article referenced it heavily, and that context still matters. Proxycurl API has been sunset. The founder behind Proxycurl is now building NinjaPear. So if you came here looking for the modern successor, that successor is NinjaPear.
- ReachStream (Cheapest): ReachStream is a B2B sales and marketing data platform offering a simple UI where you can view contact and company profiles. I would still verify data depth before committing.
- Bright Data (Most Flexible): Bright Data gives you the raw infrastructure if you want to build your own collection system. That flexibility comes with operational overhead.
- UpLead (Easy to buy, easy to use): UpLead is easier for non-technical teams that want prospecting data without a heavy API-first setup.
If you want the old Proxycurl angle in one sentence: what used to be the “better API economics” argument has effectively moved to NinjaPear, just with a much broader product scope now.
People Data Labs vs NinjaPear pricing
Here’s the updated side-by-side. This is not a perfect apples-to-apples comparison because the products are not identical. PDL is mostly a classic person/company/IP data vendor. NinjaPear is a broader competitive intelligence and enrichment platform. Still, if what you care about is whether you are overpaying for data access, this is the practical comparison.
| Product | Entry Price | How Usage Works | Best For | Data Quality | Pricing Clarity | Ease of Use | Overall |
|---|---|---|---|---|---|---|---|
| People Data Labs Person Pro | $98/mo | 350 monthly credits, ~$0.28 per person record | Teams that need broad person data coverage and can tolerate complexity | ⭐⭐⭐⭐☆ | ⭐⭐☆☆☆ | ⭐⭐⭐☆☆ | 3.17/5 |
| People Data Labs Company Pro | $100/mo | 1,000 monthly credits, ~$0.10 per company record | Company enrichment at scale | ⭐⭐⭐⭐☆ | ⭐⭐⭐☆☆ | ⭐⭐⭐☆☆ | 3.33/5 |
| NinjaPear Starter | $49/mo | 2,500 shared monthly credits, multi-product usage | Teams that want enrichment plus competitive intelligence | ⭐⭐⭐⭐☆ | ⭐⭐⭐⭐☆ | ⭐⭐⭐⭐☆ | 4.00/5 |
| NinjaPear Growth | $299/mo | 25,000 shared monthly credits across products | GTM teams doing prospecting, monitoring, and account research | ⭐⭐⭐⭐☆ | ⭐⭐⭐⭐☆ | ⭐⭐⭐⭐☆ | 4.00/5 |
A few specifics from NinjaPear’s current pricing page:
- Starter: $49/mo for 2,500 credits
- Growth: $299/mo for 25,000 credits
- Pro: $899/mo for 89,900 credits
- Ultra: $1,899/mo for 211,000 credits
- Person Profile endpoint: 3 credits/call
- Company Details endpoint: 3 credits/call
- Company Updates: 2 credits/call
- Customer Listing: 1 credit/request + 2 credits/customer returned
This is the part I care about most: with NinjaPear, the credits are shared across products. That is a much saner model if your workflow spans research, prospecting, monitoring, and enrichment instead of just hammering one endpoint all day.
What changed from Proxycurl?
Since the older draft leaned hard on Proxycurl, this deserves one clean note instead of pretending history did not happen.
Proxycurl API has been sunset. I’m not deleting it from the article because it was part of the original comparison, and the economics point behind it was fair at the time. But the relevant thing in 2026 is that the founder behind Proxycurl is now building NinjaPear, and NinjaPear is where that product energy went.
The practical difference is that NinjaPear is not trying to be just another person/company enrichment vendor. It is trying to answer harder GTM questions:
- Who sells to whom?
- Which competitors matter?
- What changed at a target account this week?
- Which people at similar companies should I talk to?
That is a different category of value than just “give me a profile JSON.”
Final Thoughts
You do not have to break your bank to meet your data needs. While People Data Labs is still respected for data breadth and quality, their pricing continues to stick out.
The updated research did not soften my view. If anything, the current Person Identify pricing made it worse. And once you factor in field bundles, credit mechanics, and the reality that not every use case can tolerate monthly-updated data, the value proposition gets narrow fast.
If you specifically need PDL’s coverage and your unit economics can support it, fine. Buy it with open eyes.
If you mostly need a modern data product that helps revenue teams actually move, I’d look at NinjaPear first.
That’s the natural next step here. Pull up your real workflow, not a vendor demo, and price it out on both sides. Run 20 actual lookups you care about. If PDL still wins after that, great. If not, you just saved yourself a very expensive habit.
FAQs
Is People Data Labs free?
People Data Labs is not a fully free service. They do have a free plan with limited records, and they currently offer 30-day trials with 500 API credits for supported products. To get unobfuscated contact data and premium fields, you still need a paid plan.
Is People Data Labs legit?
Yes. People Data Labs is a well-known data provider in the market. My issue is not legitimacy. It is whether the pricing and product tradeoffs make sense for your use case.
Where does People Data Labs get its data?
People Data Labs says it aggregates public web data and partner data sources, then structures that into person, company, and IP datasets and APIs.
Who owns People Data Labs?
People Data Labs is a privately held company founded in 2015 by Sean Thorne and Joseph Drinkwater.
Is People Data Labs a data broker?
Yes, People Data Labs has been described and registered as a data broker in certain legal contexts, including Texas.
What was the People Data Labs data breach?
In 2019, a large PDL dataset was reported as exposed on the dark web. Reports at the time cited roughly 1.2 billion records. That incident is part of the company’s history, whether or not it affects your buying decision today.
