People Data Labs review (2026): is the free plan enough?
Person and company data sold through APIs and data feeds
Black Friday: is there a People Data Labs sale?
People Data Labs report card
Weak · out of 4.0 · graded Nov 12, 2026
Best for developers buying person and company data
People Data Labs sells person and company data through APIs and data feeds, with a free plan of 100 records a month. It's a data supplier rather than a prospecting app, and contact details stay hidden until the $98 plan.
Who People Data Labs is for
- Fits if you're a developer building on person and company data
- Works for teams that want to test records on a free tier first
Who People Data Labs is not for
- Skip it if you want an app with screens, as the pages describe APIs and feeds
- Tight if you're staying free: contact data is hidden until Pro
- Pricey if you add premium fields, which cost extra
- Watch out: person and company data have separate price lists, and SSO is an add-on on Enterprise
Why People Data Labs gets a 1.6
Five grades, each with its reason. The GPA is their average: an A is 4 points, an F is none.
- CValue for money$98 a month for 350 person credits, or $100 for 1,000 company records. Just under the $99 where the dearest tenth starts.
- CFree plan and trialA free plan of 100 records a month through the APIs, but emails, phones and addresses are obfuscated.
- DFeaturesPerson, company and job posting data, plus licensing. It's raw data you build on, so you need a product around it.
- DEase of useAimed at developers: APIs, CSV enrichment and data feeds.
- CPlatforms and integrationsWeb only, with no integrations listed; reach is through its APIs.
What these grades rest on. Graded from this listing, whose facts were read from People Data Labs's own pages on 12 November 2026. Not based on using the product, and shorter than our full reviews. How we review and grade.
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<a href="https://toolgpa.com/tools/people-data-labs#review"><img src="https://toolgpa.com/badge/people-data-labs.svg" alt="People Data Labs: 1.6 GPA on ToolGPA" width="196" height="56"></a>Where People Data Labs stands among lead and email finders
People Data Labs's GPA of 1.6 is higher than 1 of the 49 other lead and email finders we grade, and level with 3.
It stands best on free plan and trial (C, above 11 of 49) and worst on features (D, above 0).
Its paid plans start at $98 a month, against a middle price of $49 for the category: 34 of the 39 others that charge start lower.
On features, ease of use and platforms it scores 1.3 out of 4. 34 tools score higher and cost less.
Each grade against the category
Every bar is all 50 lead and email finders we grade, cut by the letter each got. People Data Labs’s own letter is outlined.
- CValue for moneyAbove 6 of 49, level with 27
- CFree plan and trialAbove 11 of 49, level with 37
- DFeaturesAbove 0 of 49
- DEase of useAbove 0 of 49
- CPlatforms and integrationsAbove 0 of 49, level with 8
Price against what you get
Each dot is one of 40 lead and email finders. Further left costs less, and higher up scores better on features, ease of use and platforms. Point at a dot to see which tool it is.
Features, ease of use and platforms, averaged
What paid plans start at, a month (each step along is roughly double) →
- The best score at each price
- Has a free plan
- No free plan
Keep People Data Labs, or make your own?
Keep it
To replace People Data Labs you would be making a library of papers and sources to search. That is not a weekend's work, with an AI app builder or without one.
That makes this kind of software worth paying for, not this one in particular: 45 of the 49 other lead and email finders grade higher. It costs $1,176 a year.
What you could not
- A library of papers and sources to search.
- An API that other software can build on.
- What a company asks for before it lets staff use something: SOC 2.
What this rests on. People Data Labs’s listing: what it does, where it runs, what it plugs into and what it costs. It is a judgement about the kind of software this is. We have not built a replacement for it, and making your own means looking after it too. How we decide, and every tool’s verdict.
What is People Data Labs?
People Data Labs sells workforce data about people and companies, mainly through APIs that enrich or search records. Datasets cover person profiles, companies and, in beta, job postings. A free plan allows 100 records a month with contact fields hidden, paid plans unlock contact data, and bulk licensing is sold through sales.
Worth knowing
- The pricing pages describe API use, CSV enrichment and data feeds, not a prospecting app.
- Contact data is hidden on the Free plan and unlocked only from Pro.
- Premium fields cost extra, and SSO or SAML is an add-on on Enterprise.
- Person and company data have separate price lists, and the page says discounts apply as volume grows.
Key features
- Person data
- Person profiles enriched with resume and contact information, available through enrichment and search APIs.
- Company data
- The site describes more than 70 million company records with insights and signals.
- Job posting data
- A beta dataset of job postings, updated daily, meant for tracking hiring intent.
- Data licensing
- Enterprise customers can take on-premise or flat-file bulk deliveries instead of API calls.
- Free testing tier
- Up to 100 records a month at no cost, with email, phone and address fields obfuscated until a paid plan is chosen.
- Security attestations
- The pricing page says the data and platform are ISO and SOC 2 Type 2 compliant.
People Data Labs pricing
As of Nov 12, 2026, People Data Labs has a free plan, and paid plans start at $98 per month for 350 person credits, billing basis not shown.
- Starts at
- $98 per month for 350 person credits, billing basis not shown
- Free plan
- Up to 100 person or company records a month through the APIs. Emails, phone numbers and addresses are obfuscated.
- Free trial
- None listed
| Plan | Price | What you get |
|---|---|---|
| Free | $0 | Up to 100 records a month for testing the person or company APIs. Contact data is hidden. |
| Pro (person data) | $98per month for 350 credits, billing basis not shown | Full person APIs, contact data, premium fields as an add-on, CSV enrichment and email support. Volume discounts as use grows. |
| Pro (company data) | $100per month for 1,000 records, billing basis not shown | Full company APIs from 1,000 records a month, with premium fields as an add-on and email support. |
| Enterprise | Custom | Custom volumes, data license feeds, SSO and SAML as an add-on, a designated success team. Annual contracts. |
Read from peopledatalabs.com on Nov 12, 2026. Prices change, so confirm with People Data Labs before you buy.
Ways to pay less
- Annual discount20% off with an annual commitment
The pricing page says annual commitments save 20% and give access to all of the data upfront.
Stated on peopledatalabs.com
People Data Labs alternatives
- People Data Labs vs Apollo.io
Free plan · from $49/mo
- People Data Labs vs ZoomInfo
Free plan
- People Data Labs vs Lusha
Free plan · from $37.45/mo
- People Data Labs vs RocketReach
Free plan · from $399/yr
Common questions
Does People Data Labs have an Android app?
No Android app was listed when its pages were read on Nov 12, 2026. People Data Labs is listed for Web.
Does People Data Labs have an iPhone app?
No iPhone app was listed when its pages were read on Nov 12, 2026. People Data Labs is listed for Web.
Is People Data Labs open source?
People Data Labs is not described as open source on its own site, as read on Nov 12, 2026.
Does People Data Labs have an API?
Yes. People Data Labs offers a public API, according to its own site.
Sources for this page
The prices, plans, platforms and features above were read from these pages on Nov 12, 2026.