Use Cases
Build products and workflows with professional people data.
Use ProfileOut as the people-data infrastructure behind enrichment, AI applications, sales and recruiting workflows, people-data products, marketplaces, and professional research.
ProfileOut provides APIs and structured professional data. Your product owns the downstream workflow and user experience.
Six Core Use Cases
Start with the problem your product needs to solve.
Each workflow uses a different combination of ProfileOut APIs. Choose the outcome first, then evaluate the relevant products.
Use Case Details
Map a buyer problem to the data layer behind it.
ProfileOut does not replace your CRM, ATS, marketplace, research product, or AI application. It supplies the professional people-data capabilities those systems can call.
Enrich known professional records in your systems.
Retrieve available profile information for a supported account and combine it with your own records.
- Professional records missing profile context
- Resume information locked in documents or images
- Missing structured context or available contact data
Retrieve a profile from a supported account, parse a supported resume file when needed, and request available contacts separately. Your application combines the API-specific results.
Build recruiting and talent products on structured professional data.
Parse resume files, enrich known accounts, and clarify hiring requirements. Your application owns candidate discovery, ranking, and matching.
- Candidate records arrive in different formats
- Talent discovery needs structured criteria and people context
- ATS or talent-product records need normalization and enrichment
Parse a supported resume, retrieve a profile by account, or clarify hiring requirements into filters. Request contact information separately when needed.
Give AI systems structured access to professional people data.
Use ProfileOut for profile context and hiring-requirement interpretation inside your application, not as an autonomous agent or candidate search engine.
- User intent starts as natural language
- Models need structured professional context downstream
- Hiring assistants need questions, summaries, and reusable criteria
Use AI People Search to clarify hiring requirements. Retrieve profile context separately when your application already has a supported social account.
Enrich known profiles for sales and account workflows.
Support decision-maker research and CRM enrichment without turning ProfileOut into a sequencing, engagement, or outreach platform.
- Account research starts with incomplete people context
- CRM records need professional profile enrichment
- Teams need available contacts and verification metadata
Retrieve profile information and available contacts from supported social accounts. Your application selects accounts and controls downstream outreach.
Build products where professional people data is part of the product experience.
Support directories, expert networks, professional communities, marketplaces, and people-discovery applications with structured profile data.
- Member and external profile data arrives in different formats
- Product experiences need an application-owned data model
- Users need search, discovery, or matching over professional profiles
Parse supported resume files and retrieve profiles from known accounts. For hiring-oriented experiences, use AI People Search to structure requirements for your own search system.
Explore known professional profiles and structured hiring criteria.
Use available profile data for your own research. Do not assume complete, current, historical, or population-wide coverage.
- Research begins with known profiles or hiring-related criteria
- Analysts need structured profiles instead of unstructured search results
- Hiring-related questions need structured criteria for a separate search system
Retrieve profiles for supported accounts you already have. Use AI People Search separately to turn hiring requirements into filters; it does not return people or talent-pool lists.
Use Case → API Mapping
Choose the smallest API bundle that solves the workflow.
Not every workflow needs every API. Match each input to its supported operation and add other calls only when you have the required account, file, or message.
| Use Case | Primary APIs | Suggested starting API |
|---|---|---|
| Data Enrichment | People Data · Contact Enrichment · Profile Parsing | People Data API → |
| Recruiting & HR Tech | People Data · Profile Parsing · AI People Search · optional Contact Enrichment | AI People Search API → |
| AI Agents & Data Products | AI People Search · People Data · optional Contact Enrichment | AI People Search API → |
| Sales Intelligence | People Data · Contact Enrichment | Contact Enrichment API → |
| People-data Products & Marketplaces | Profile Parsing · People Data · AI People Search | Profile Parsing API → |
| Professional Research & Talent Intelligence | People Data · AI People Search | People Data API → |
Example Multi-API Workflow
Compose only what your workflow needs.
Choose the APIs that match your inputs. AI People Search supplies hiring criteria, not people. Your own search system must supply account identifiers before you call People Data or Contact Enrichment. Resume files can be parsed independently.
Your search and account selection are application steps, not ProfileOut API endpoints. AI filters cannot be submitted to People Data.
Have a professional people-data workflow in mind?
Evaluate the APIs that fit your product, or talk to us about the data and volume your workflow needs.