True people search API: what actually exists and how to use it

If you are looking for a true people search API, the short answer is that True People Search does not offer one. The site provides free public records lookups through its website, but there is no documented API, no developer portal, and no official way to programmatically query their database. Scraping their site violates their terms of service.

That does not mean people search APIs do not exist. Several commercial providers offer structured APIs for looking up individuals by name, phone number, email, or address — returning data like public records, social profiles, employment history, and contact information. According to Grand View Research (2024), the people search software market was valued at $1.8 billion in 2023 and is growing at 7.2% annually. A Pew Research Center survey (2024) found that 74% of Americans have searched for someone online using a people search tool at least once.

Unlike generic AI automation posts, this guide shows real CodeWords workflows — not just theory. You will see how to integrate people search APIs into automated workflows responsibly.

Related reading: AI automation tools, workflow automation examples, build your first AI agent, scraping LinkedIn profiles, CodeWords integrations, CodeWords pricing, CodeWords templates.

TL;DR

• True People Search has no public API — automated scraping of their site violates their terms of service.
• Several commercial people search APIs exist (Pipl, BeenVerified, Spokeo, PeopleDataLabs, Clearbit) with structured endpoints for name, email, phone, and address lookups.
• CodeWords can orchestrate people search API calls with data enrichment, validation, and downstream actions as a single automated workflow.

Why doesn't True People Search have an API?

True People Search operates as a free consumer-facing site monetized through advertising. Their business model depends on web traffic, not developer integrations. Offering an API would let third parties access the data without generating ad impressions — undermining their revenue model.

This pattern is common among free people search sites. Whitepages took the opposite approach: they maintained a consumer site while launching a paid API product (now part of Ekata, acquired by Mastercard). The difference is the monetization strategy.

For developers who need programmatic access to people data, the path forward is a commercial API built for that purpose.

What are the best people search API alternatives?

Each provider differs in data coverage, pricing model, and compliance posture.

PeopleDataLabs

PeopleDataLabs offers a structured API with data on over 1.5 billion unique person profiles (2025 figures from their documentation). Endpoints include person enrichment, company enrichment, and search. Pricing starts at $0.01–0.10 per API call depending on volume. They emphasize B2B data and provide compliance tools for GDPR and CCPA.

Best for: Lead enrichment, recruiting automation, CRM data hygiene.

Clearbit (now part of HubSpot)

Clearbit was acquired by HubSpot in 2023. Their person and company enrichment APIs remain available through HubSpot's platform. Given an email address, Clearbit returns name, title, company, social profiles, and demographic data.

Best for: Marketing and sales teams already in the HubSpot ecosystem.

Pipl

Pipl targets identity verification and investigation use cases. Their API cross-references data from social networks, public records, and proprietary sources. Access is restricted to enterprise customers with verified use cases — you cannot sign up without a business justification.

Best for: Fraud prevention, identity verification, compliance investigations.

Spokeo / BeenVerified APIs

Both Spokeo and BeenVerified offer data products aimed at businesses, though their API access is more limited and typically requires a partnership agreement rather than self-serve signup.

SearchAPI.io and open aggregation

For broader search-based people lookups, SearchAPI.io provides Google search results programmatically. You can query "John Smith San Francisco" and parse the results — not as structured as a dedicated people API, but useful for initial discovery. CodeWords has native SearchAPI.io integration, making this a quick workflow to build.

How do you use a people search API in practice?

A typical workflow follows this pattern: receive a trigger (new lead, form submission, support ticket), extract the person identifier (email, name + location), call the enrichment API, validate the response, and route the enriched data to a downstream system.

Here is the flow in CodeWords:

1. Trigger: A new row appears in an Airtable base with a name and email
2. Enrichment: The workflow calls PeopleDataLabs with the email address
3. Validation: Check if the response includes a company name and title — if not, fall back to a secondary source
4. Storage: Write the enriched record back to Airtable with the additional fields
5. Action: If the person matches your ICP (ideal customer profile), send a Slack notification to the sales team via CodeWords Slack integration

The entire pipeline runs as a serverless microservice on CodeWords. No infrastructure to manage. Cody builds it from a natural language description.

What are the legal and ethical boundaries?

People search APIs operate in a regulated space. Misuse exposes you to legal liability.

Fair Credit Reporting Act (FCRA). In the United States, if you use people data for credit decisions, employment screening, tenant screening, or insurance underwriting, the data provider must be a Consumer Reporting Agency under the FCRA. Most people search APIs explicitly state they are not FCRA-compliant and prohibit these uses.

GDPR and CCPA. European and California residents have rights to access, correct, and delete their personal data. If your workflow processes people data for individuals in these jurisdictions, you need a lawful basis for processing and a mechanism for handling data subject requests. PeopleDataLabs and Clearbit provide compliance tools for this.

Terms of service. Every API has usage restrictions. Common prohibitions include: reselling the data, using it for harassment or stalking, scraping the API to build a competing database, and using the data for prohibited purposes like unlawful surveillance.

The practical rule: use people search APIs for legitimate business purposes (lead enrichment, identity verification, fraud prevention) with clear data handling policies. Document your use case and data retention practices.

How do you handle API rate limits and data quality?

Rate limits. PeopleDataLabs allows 100 requests per minute on starter plans, scaling to 1,000+ on enterprise tiers. Clearbit's limits depend on your HubSpot plan. For batch processing (enriching thousands of contacts), implement request queuing with exponential backoff.

In CodeWords, batch processing is a native workflow pattern. You define the batch size, the delay between requests, and the error handling strategy. Redis-backed state persistence tracks progress so the workflow can resume after failures without re-processing completed records.

Data freshness. People change jobs, move cities, and update contact information. API results may be stale. PeopleDataLabs updates profiles on a rolling basis but does not guarantee real-time accuracy. Build your workflows to treat enrichment data as probabilistic, not definitive.

Match rates. Not every lookup returns a result. Email-based lookups typically have 60–80% match rates on commercial APIs. Name + location lookups are lower — 30–50% — due to ambiguity. Phone number lookups fall somewhere in between. Design your workflow to handle misses gracefully.

FAQs

Can I scrape True People Search instead of using an API? No. Their terms of service prohibit automated access. Scraping also raises legal risks under the Computer Fraud and Abuse Act (CFAA), particularly after the hiQ Labs v. LinkedIn Supreme Court case set precedent around scraping publicly available data.

Which people search API has the most data? PeopleDataLabs claims 1.5 billion unique person profiles as of 2025. Coverage varies by region — US and European data is strongest. For global coverage, combining multiple sources produces the best results.

How much does a people search API cost? Pricing ranges from $0.01 per call (PeopleDataLabs bulk pricing) to $0.50+ per enrichment (Clearbit on lower-volume plans). Most providers offer pay-as-you-go and monthly subscription models.

Can I build a people search tool with CodeWords? Yes. CodeWords can orchestrate API calls to multiple people search providers, merge and deduplicate results, validate data quality, and push enriched records to your CRM, database, or spreadsheet. Tell Cody what you need and the workflow deploys as a serverless microservice.

Conclusion

The true people search API everyone looks for does not exist — the site has no developer access. The real opportunity is in commercial people search APIs that provide structured, compliant data through documented endpoints. The question is not whether the data is available but whether your enrichment workflow is automated, reliable, and legally defensible.

Once people data flows into your systems automatically — enriching leads, verifying identities, scoring contacts — manual lookups become the bottleneck you didn't realize you had.

Build your people search workflow on CodeWords and connect it to the APIs and systems your team already uses.