People Data Labs Tools

People Data Labs

Hydrate people from emails, phones, or social URLs; search wide directories; stitch partial facts into confident matches; run bulk batches; and refetch prior snapshots by id. Companies resolve from domains or names with the same search-and-clean patterns. Utilities cover IP context, field autocomplete, and normalization helpers for titles, locations, and schools.

Data Model

• Person — single and bulk enrichment, fuzzy search, identity resolution, changelog diffs, and id-based retrieval.
• Company — firmographic enrichment, directory search, and string normalization.
• Utilities — quota visibility, IP enrichment, autocomplete, and structured cleaners.

Gotchas

• Modular vs legacy: Prefer the short modular person/company/IP utilities over the older verbose-prefix variants that still ship for backward compatibility.
• 404 on enrich: No match returns 404; handle gracefully.
• Bulk limits: Bulk endpoints have size limits; chunk if needed.