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People Data Labs alternatives for AI agents

looot is a pay-per-call alternative to People Data Labs for AI agents. One API key and one balance reach the data providers behind 5 of 6 People Data Labs jobs. There is no subscription, and every call shows its price before it runs. Agents in Claude, Cursor, Codex and ChatGPT call it through MCP.

Give this to your agent
set up looot for People Data Labs jobs - https://looot.ai/alternatives/people-data-labs/skill.md

Alternatives for AI agents

The honest answer

A B2B data API for person and company enrichment and search, sold as monthly credit plans or bulk data licenses. For an AI agent running looot, the verdict on People Data Labs is kinda. 5 of the 6 jobs we compared are covered.

Kinda

5 covered, 0 partly, 1 not covered

See the full People Data Labs coverage page

Covered 5

  • Enrich a person
  • Enrich a company
  • Search people by filters
  • Search companies by filters
  • Find work emails

Not covered 1

  • Bulk data license files

For these, keep People Data Labs or use another tool beside looot.

Updated

Sales and outreach

What other tools do the same job as People Data Labs?

These tools sit in the same category, ordered by how many jobs they share with People Data Labs.

Jobs

Which People Data Labs jobs can an agent do?

An agent can do 5 of 6 People Data Labs jobs through looot today, with the live price of each below.

People Data Labs alternative for person enrichment

Your agent sends a LinkedIn URL, an email or a name and company to the person enrichment job, people.enrich, and gets a profile back. On looot the job runs on People Data Labs, Lusha, Prospeo and FullEnrich.

A provider that finds no match returns a miss, and your agent tries the next one. What you do not get is PDL's bulk files: looot sells calls, not datasets.

Prompt

How do I replace People Data Labs with my agent?

Paste this prompt into the agent you already use. It asks for the job, shows the price, then runs it.

Prompt to replace People Data Labs
Use looot to enrich the people I give you by LinkedIn URL or email with their current title, company and location, then find a work email for each, and return a table. If you have not yet, set up https://looot.ai/skill.md first. Then search the looot catalog for each step, check the price of each endpoint before you call it, run the cheapest one that fits, and show me the results as a table.

Side by side

How does People Data Labs compare with an agent running looot?

People Data Labs is an app you work in. An agent running looot is a prompt that calls data providers and pays per call.

People Data Labs logoPeople Data LabsAgent running looot
What it isA B2B data API for person and company enrichment and search, sold as monthly credit plans or bulk data licenses.Your own agent calling looot endpoints and writing the result where you ask.
Jobs compared6 jobsYes. 5 covered
Not coveredbulk data license filesGap. 1 job the agent cannot do through looot
How you use itThe People Data Labs appA prompt to the agent you already use
Pick People Data Labs ifYes. You need bulk data license files, or you would rather click through its own app than prompt an agent.You want an agent to run the job and pay per call, with no plan to manage.
How you paySee People Data Labs for its own termsYes. Pay per call, with the price shown before each run
Last reviewed2026-11-03Prices read live from the catalog

What do people ask about People Data Labs alternatives?

Plan size and contact data. People Data Labs' free plan gives up to 100 credits each month with emails, phones and addresses hidden, and the self-serve plan starts at 350 credits each month (https://www.peopledatalabs.com/pricing/person, read 2026-11-03). Bulk data needs an annual contract. Some teams also want a second source for people PDL does not match.

Yes. People Data Labs is a looot provider, so your agent can enrich a person with it and send the misses to Lusha, Prospeo or FullEnrich, all through one key and paid per call.

Tools in the same category include Lusha, Apollo, RocketReach, Seamless.ai, UpLead and Clay. We do not rank them as best. Pick by the jobs you need done, and compare the jobs listed on this page.

It depends on the job. An agent running looot gets a verdict of kinda for People Data Labs: 5 of 6 jobs covered.

looot is not free. It is pay per call, and each endpoint shows its price before the run, so you can see what a People Data Labs job costs before you start. We do not state what People Data Labs costs.

People Data Labs is an app you open and use. looot is a catalog of endpoints your own agent calls. People Data Labs vs looot comes down to whether you want an app or an agent doing the jobs, and whether the jobs you need are in the covered list.

enrich a person, enrich a company, search people by filters, search companies by filters and find work emails. Coverage is checked against the live catalog, so a job drops to not covered when no priced endpoint exists.

bulk data license files. Keep People Data Labs for these, or use another tool beside looot.

Set up looot from https://looot.ai/skill.md, then paste the prompt on this page into the agent you already use. Edit it to match your own inputs.

looot charges per call. The jobs above show the cheapest live price for each, read from the catalog. When no priced endpoint exists the page says price on request.

Where do I go next from People Data Labs?

Read the job-by-job verdict, then check the tools closest to People Data Labs.

Updated 2026-11-03. Prices on this page are read from the looot public catalog.

For agents
app
People Data Labs
verdict
kinda
other tool
Lusha, /can-i-replace/lusha
other tool
Apollo, /can-i-replace/apollo
other tool
RocketReach, /can-i-replace/rocketreach
other tool
Seamless.ai, /can-i-replace/seamless-ai
other tool
UpLead, /can-i-replace/uplead
other tool
Clay, /can-i-replace/clay
coverage
/can-i-replace/people-data-labs
setup
https://looot.ai/alternatives/people-data-labs/skill.md
llms.txt
https://looot.ai/llms.txt
updated
2026-11-03
markdown /alternatives/people-data-labs.md

Try the People Data Labs alternative with your own agent.

Start your workspace, top up, and paste the prompt into the agent you already use.

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