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People Data Labs pricing and alternatives: LinkedIn profile API, GET /v5/person/enrich

People Data Labs's sitellms.txtBest LinkedIn profile API in 2026

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31% complete: 4 of the 13 LinkedIn profile sections we checkSee the 13 sections
60+ fields
$0.00per 1,000 profilesWe rank 888 plans by price. Village's $1 monthly plan costs the least per 1,000 profiles: as little as $0.0000039. Village's $1 monthly plan covers up to 259,200,000 profiles a month at no extra cost.Village's $1 monthly plan has no cap on profiles on one call: Enrich Person (Bulk), cached only.Fetchin, Bridgly and Reverse Contact are the best LinkedIn profile API providers in our benchmark.
Plan: Free one of People Data Labs's 8 plans
Call: GET /v5/person/enrich one of People Data Labs's 2 calls for this API
API: LinkedIn profile API one of People Data Labs's 6 APIs

About this item

  • A copy at most 1 month old. You get profiles from People Data Labs's copy of LinkedIn.
  • 4 of the 13 LinkedIn profile sections we check. Experience, Education, Skills, Location.
  • Nothing to pay. You get 100 credits a month, enough for 100 calls.
  • One call. You call GET /v5/person/enrich with the inputs in Product details. The call returns the profile.
  • Who can get it: anyone with a work email. Keep data: with conditions. Use data: with conditions.

People Data Labs: LinkedIn profile API alternatives

The table starts with People Data Labs's cheapest paid plan. Next come plans from other providers with the price per 1,000 profiles closest to People Data Labs's. Each plan in the table gives live data or data at most a month old.

People Data Labs, $12,000.20 yearly, Pro, Tier 3, GET /v5/person/enrichThe Swarm, $1,990 yearly, Premium 150, GET /v3/profiles/fetch/refreshInsightSocial, $20 pack, 10,000 credits, GET /v1/linkedin/profile/completeFiber AI, $1,000 monthly, Partial, Enriched Datasets: 500,000 entities, POST /v1/linkedin-live-fetch/profile/singleLinkFinder AI, $200 pack
$ per 1,000 profiles$200.00$199.00$200.00$200.00$200.00
Completeness31%77%77%92%38%
Billingyearlyyearlypay firstmonthlypay first
Pay$12,000.20$1,990$20$1,000$200
Enough for60,001 calls a year10,000 results a year100 calls5,000 calls a month1,000 calls
Freshness1 monthlivelivelivelive
Who can get itanyone with a work emailanyone over 18anyoneanyone, to use only in the United Statesanyone 18 or over and legally capable of entering into a binding contract, for business purposes only

Every LinkedIn profile API provider we score, ranked

Sources

From each provider's own pricing page and docs, and from what providers tell us. We read this row from these pages on 2026-10-23.

  1. docs.peopledatalabs.com/docs/bulk-enrichment-api
  2. docs.peopledatalabs.com/docs/create-an-account
  3. docs.peopledatalabs.com/docs/data-updates
  4. docs.peopledatalabs.com/docs/errors
  5. docs.peopledatalabs.com/docs/fields
  6. docs.peopledatalabs.com/docs/input-parameters-person-enrichment-api
  7. docs.peopledatalabs.com/docs/output-response-person-enrichment-api
  8. docs.peopledatalabs.com/docs/person-data-field-bundles
  9. docs.peopledatalabs.com/docs/reference-person-enrichment-api
  10. docs.peopledatalabs.com/docs/usage-limits
  11. privacy.peopledatalabs.com/policies?name=acceptable-data-use-policy
  12. privacy.peopledatalabs.com/policies?name=services-subscription-agreement
  13. support.peopledatalabs.com/hc/en-us/articles/23553812020891-Pricing-Overview
  14. support.peopledatalabs.com/hc/en-us/articles/25793510547611-Payment-Cycles
  15. support.peopledatalabs.com/hc/en-us/articles/25793630995355-Rollover-Credits
  16. support.peopledatalabs.com/hc/en-us/articles/25794271805211-Pricing-credits
  17. support.peopledatalabs.com/hc/en-us/articles/25795669943963-Field-bundle-add-ons
  18. support.peopledatalabs.com/hc/en-us/articles/30910938133147-Free-Plan-Person-Starter-Bundle
  19. peopledatalabs.com/llms.txt
  20. peopledatalabs.com/person-data
  21. peopledatalabs.com/person-data/enrichment-api
  22. peopledatalabs.com/pricing/person
  23. peopledatalabs.com/signup

Product details

The LinkedIn profile sections this plan's answer can hold, then each filled column in its row on the sheet.

  • Experience
  • Education
  • Skills
  • Headline, not in the answer
  • About, not in the answer
  • Location
  • Photo, not in the answer
  • Followers, not in the answer
  • Connections, not in the answer
  • Certifications, not in the answer
  • Languages, not in the answer
  • Recommendations, not in the answer
  • Open to work, not in the answer
Price
$ per 1,000 profiles$0.00
Percall
Billingfree
Strengths
Strengths60+ fields
Aggregators
AggregatorsAnyAPI: paid $240.00 · Clay: your key no Data Credits, 1 Action per call (Actions start at less than $0.01 each), paid, no fixed price · Databar: your key 0 credits a call on the Build or Scale plan, paid $396.00 per 1,000 results · Deepline: your key free for 50,000 calls a month, then $5.00 per 1,000, paid $200.00 per 1,000 results · Monid: paid $280.00 · Orthogonal: paid $350.00 · treg: your key free, paid $380.00 per 1,000 results
Not found
$ per 1,000$0.00
In their words
Their pitchBridge the gaps with up-to-date data. Our Person Enrichment API enables you to get the data points you need using the information you already have. [...] We charge per match, letting you define match strictness and required fields to ensure you get value.
Data
Freshness1 month
Keep dataData returned in API endpoints may not be saved in Customer databases (“Cached Data”) for longer than necessary to perform actions permitted via Service License. [...] Cached Data may not be provided or displayed to more than one End User. [...] Upon termination of this Agreement, Customer must delete all Data it has received from PDL from all applicable Subscription Periods (including Cached Data), and sign and return to PDL the Data Deletion Agreement in Exhibit A within 30 days of termination.
Use dataPDL hereby grants to Customer a limited, revocable, non-exclusive, non-transferable, non-sublicensable right and license to access the Services specified in the Order Form or in Customer Account during the Subscription Period for its internal business purposes. [...] (i) to display PDL-supplied Data to Customer’s own clients who engage with the data (“End Users”) on Customer’s platform or within Customer’s product, (ii) to maintain PDL-supplied Data in Customer’s database for the purpose of performing calculations and mapping PDL Data against Customer Data [...] Customer shall not, and shall not permit any client or third party that may have access to the Data to: (i) resell, sublicense, distribute or otherwise provide access to the Services, Data, or information contained in or derived from the Services, to any third party or use the Services outside the scope of the license granted herein, (ii) copy, modify, adapt, translate, prepare derivative works from, reverse engineer, disassemble, or decompile the Services or otherwise attempt to discover any source code or trade secrets related to the Services, or (iii) use the trademarks, trade names, service marks, logos, domain names and other distinctive brand features or any copyright or other proprietary rights associated with the Services for any purpose without the express written consent of PDL. [...] Customer may not build products from the Data that resemble or compete with PDL products. [...] This Acceptable Data Use Policy [...] describes actions that People Data Labs (“PDL”) prohibits when any party uses the PDL Services. [...] You may not use the PDL Services without agreeing to this ADUP. Thus, you agree not to use, and not to encourage or allow any client or End User to use, the PDL Services in the following prohibited ways: In connection with or in any way encourage any illegal, fraudulent, abusive, or similar activities. To promote or advertise guns, ammunition, or weapons, adult content or services (such as pornography), credit repair services, payday loan services, tobacco or marijuana products except with prior signed authorization from People Data Labs. To promote or advertise any product or service that violates intellectual property rights, such as the sale of counterfeit products. To promote particular company stock purchases. For any form of debt collection. For hard background check purposes. To determine eligibility for a government license or benefit. To “re-identify” pseudonymous information (such as a cookie identifier) by merging it with personally identifiable information (such as an email address). For any purpose prohibited by applicable data privacy and security laws, including the General Data Protection Regulation (Regulation (EU) 2016/679) (“GDPR”), the California Consumer Privacy Act or any similar state or national laws. For the purposes of training Gen AI systems or models that can generate derived synthetic content, including text, images, video, and audio, that emulates the structure and characteristics of the system’s training data. For the benefit of any one political candidate, political party, political campaign or advocacy group affiliated exclusively with or formed to benefit any one political candidate, political party or political campaign. To benefit any government agency operating as an intelligence agency to support national security, military, and foreign policy objectives. Any evidentiary purpose related to law enforcement or criminal prosecution, such as to establish as an evidentiary matter that a particular person is associated with a particular data element (as you understand that such data elements may be subject to errors in accuracy, currency or transcription), provided that (subject to the foregoing restriction) such data may be used for investigative, analytics or validation purposes. In connection with any purpose covered by the Fair Credit Reporting Act, 15 U.S.C. Sec. 1681 et seq. ("FCRA"), Federal Trade Commission interpretations of the FCRA, and similar federal and state statutes including for any purposes enumerated in the FCRA in lieu of obtaining a Consumer Report, or use or provide services or data provided by PDL for the preparation of a Consumer Report or in such a manner that may cause such data to be characterized as a Consumer Report. Customer agrees that it will not use or provide any data or services it receives from PDL: In connection with establishing a consumer's eligibility for credit or insurance to be used primarily for personal, family or household purposes, or in connection with assessing risks associated with existing credit obligations of a consumer, For the purpose of evaluating a consumer for employment, promotion, reassignment or retention as an employee, For any tenancy verification or in connection with any application to rent real property, In connection with a determination of a consumer's eligibility for a license or other benefit that depends on an applicant's financial responsibility or status, As a potential investor or servicer, or current insurer, in connection with a valuation of, or assessment of credit or prepayment risks associated with, an existing credit obligation, In connection with any information, service or product sold or delivered to a “Consumer” (as that term is defined in the FCRA) that constitutes or is derived in substantial part from a Consumer Report, or In connection with eligibility for any government benefit or service, or For any eligibility decision made by a government pertaining but not limited to assistance to natural persons for housing, food, energy, health care, licensure, education, medical costs or any other form of government assistance or benefit. For any other purpose under the FCRA Customer agrees it will not take any “Adverse Action” (as that term is defined in the FCRA), which is based in whole or in part on PDL's services or data, against any Consumer.
Plan
Pay$0
You get100 credits a month
Enough for100 calls a month
Rate limit
Per second1.67
Batch1
Speed
Answerin the call
Median0.02 s
The call
You sendprofile (a social profile URL, a LinkedIn one among them), email, phone, email_hash, lid or pdl_id, or name (or first_name and last_name) with company, school, location, locality, region or postal_code. Optional: middle_name, street_address, country, birth_date, min_likelihood, required, include_if_matched, data_include, titlecase
MethodGET
Path/v5/person/enrich
About the plan
PlanFree
Who can get itanyone with a work email
The 69 fields the plan's answer can hold

provider record ID, name, first name, middle name, middle initial, last name, last initial, gender, profile URL, username, member ID, Facebook URL, Facebook ID, Facebook handle, X URL, Twitter handle, GitHub URL, GitHub handle, social links, industry, interests, skills, current title, current job function, current job sub-function, current seniority, current department, start date, job last changed, job last verified, current company, current company provider record ID, current company ID, current company LinkedIn URL, country, continent, location last updated, jobs, job company, job company provider record ID, job company ID, job company URL, job title, job function, job sub-function, job seniority, job department, job start date, job end date, job is current, job location, schools, school name, school provider record ID, school ID, school URL, school location, school degree, school field of study, school grade, school start date, school end date, profile score, activity score, dataset version, request ID, status code, match confidence, matched by

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