People Data Labs alternative: Arihaan People vs People Data Labs
People Data Labs: Person and company data by API and bulk license. Arihaan People: business contacts with work email, phone and LinkedIn, as lists, by API and by MCP, from $35 a month. Facts about People Data Labs are from its own pages on 2026-10-21.
Side by side
| Arihaan People | People Data Labs | |
|---|---|---|
| Free | Live counts and list pages for every role, industry and place; a free sample list on request | 100 credits a month, no contact data |
| Entry price | $35 a month | From $98 a month |
| Entry plan buys | 1,000 work emails a day, about 30,000 a month | From 350 records a month with contact data |
| Per 1,000 work emails at entry | About $1.17; about $0.67 at 10,000 a day | $280 per 1,000 records |
| Coverage, as each states it | 66,960,592 contacts, 40,294,092 work emails, 3,964,270 companies in 47 countries | Nearly 3 billion profiles |
| Phones | About 1 in 6 people, mostly mobile; an add-on | In contact data, Pro plan |
| API | REST API on every plan, with free counts | API first, all plans |
| MCP server | Yes, every plan: people-api.arihaan.ai/mcp | Not stated |
| Delivery | Files, REST API and MCP on every plan; into your CRM as an add-on | APIs, CSV enrichment, data license feeds to clouds and warehouses |
| Hiring signals from job postings | Yes: Arihaan Jobs reads millions of open jobs a day from employers’ own career sites | Job posting dataset (beta) |
Per 1,000 work emails is our arithmetic from each entry plan: its price over the emails it includes. Coverage is as each provider states it.
Choose Arihaan People if
- About $1.17 per 1,000 work emails against $280 per 1,000 records
- Lists and live counts on the site, not only an API
- MCP for Claude and ChatGPT
Choose People Data Labs if
- You build on the largest person graph and need global profiles in bulk
Sources: PDL pricing. Checked 2026-10-21.
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Get a list
Build a list with filters and see how many people match, then build your plan: 1,000 work emails a day for $35 a month. Need job postings too? Arihaan Jobs has live jobs from employer career sites, in ChatGPT and Claude through MCP.