Product

Aug 27, 2026

Search Professional Profiles with Seltz

Max V

Byron Landry

Seltz People scope is now in preview across all endpoints, giving your agent access to 800 million professional profiles refreshed weekly. Each profile returns as a full-text document with career history, location, and skills, ready to use as an LLM input or a grounded citation.

You can now research 800 million professional profiles, refreshed weekly, with Seltz. Each profile contains publicly available career history, location, projects, organized into documents your agent can retrieve.

People scope is available for all endpoints in  preview. Now, requests to these endpoints can specify people as a scope and receive answers grounded in professional profile data.

Like our news and wikipedia scopes, you can use Seltz Search to retrieve readable, full-text results from our people scope that are ready to use as inputs for an LLM. You can also use Seltz Answers to retrieve responses from an LLM that are grounded in readable citations from up-to-date professional profiles.

How it works

You can fine-tune Seltz Search or Answers to use the People scope:

  • Set the scope for your request to people.

  • Choose whether to return citation URLs or full-text documents.

Using the People scope with Seltz Search

The following Python snippet makes a request against the Seltz Search endpoint using the people domain and prints out the search results.

from seltz import Seltz
client = Seltz()
response = client.search("Jane Doe", max_results=1, scope="people")
from seltz import Seltz
client = Seltz()
response = client.search("Jane Doe", max_results=1, scope="people")
from seltz import Seltz
client = Seltz()
response = client.search("Jane Doe", max_results=1, scope="people")

The results look like the following:

documents {
  url: "https://www.linkedin.com/in/jane-doe-demo-737289283"
  content: "Jane Doe (Demo)
**Sales Leader at ACME Corp**
📍 Atlanta, Georgia, United States
🌍 Americas, Northern America, AMER
[LinkedIn Profile](https://www.linkedin.com/in/jane-doe-demo-737289283)
---
## About
Jane Doe is a results-driven Sales Leader with a decade of experience at Acme Corp. 
Known for surpassing targets and building high-performing teams, Jane excels in strategic sales planning, customer relationship management, and driving revenue growth. 
Connect to explore collaboration opportunities with this dynamic and goal-oriented professional.
## Experience
### ACME Corp
**Sales Leader**
January 2020 - Present · 5 years 6 months
## Education
### Salesloft University
**Masters, Sales, 4.0**
## Skills
goal-oriented planning results-driven strategic sales  
excel leadership collaboration management revenue driving revenue sales leader sales 
customer relationship management design of experiments (doe) relationship management
"
}
documents {
  url: "https://www.linkedin.com/in/jane-doe-demo-737289283"
  content: "Jane Doe (Demo)
**Sales Leader at ACME Corp**
📍 Atlanta, Georgia, United States
🌍 Americas, Northern America, AMER
[LinkedIn Profile](https://www.linkedin.com/in/jane-doe-demo-737289283)
---
## About
Jane Doe is a results-driven Sales Leader with a decade of experience at Acme Corp. 
Known for surpassing targets and building high-performing teams, Jane excels in strategic sales planning, customer relationship management, and driving revenue growth. 
Connect to explore collaboration opportunities with this dynamic and goal-oriented professional.
## Experience
### ACME Corp
**Sales Leader**
January 2020 - Present · 5 years 6 months
## Education
### Salesloft University
**Masters, Sales, 4.0**
## Skills
goal-oriented planning results-driven strategic sales  
excel leadership collaboration management revenue driving revenue sales leader sales 
customer relationship management design of experiments (doe) relationship management
"
}
documents {
  url: "https://www.linkedin.com/in/jane-doe-demo-737289283"
  content: "Jane Doe (Demo)
**Sales Leader at ACME Corp**
📍 Atlanta, Georgia, United States
🌍 Americas, Northern America, AMER
[LinkedIn Profile](https://www.linkedin.com/in/jane-doe-demo-737289283)
---
## About
Jane Doe is a results-driven Sales Leader with a decade of experience at Acme Corp. 
Known for surpassing targets and building high-performing teams, Jane excels in strategic sales planning, customer relationship management, and driving revenue growth. 
Connect to explore collaboration opportunities with this dynamic and goal-oriented professional.
## Experience
### ACME Corp
**Sales Leader**
January 2020 - Present · 5 years 6 months
## Education
### Salesloft University
**Masters, Sales, 4.0**
## Skills
goal-oriented planning results-driven strategic sales  
excel leadership collaboration management revenue driving revenue sales leader sales 
customer relationship management design of experiments (doe) relationship management
"
}

The following Python snippet makes a request against the Seltz Answer endpoint using the people domain and prints out the answer along with the URL for each citation.

from seltz import Seltz
client = Seltz()
response = client.answer("Who is the CTO of Anthropic?", scope="people", model="seltz-base")
print(response.answer)
for citation in response.citations:
    print(citation.url)
from seltz import Seltz
client = Seltz()
response = client.answer("Who is the CTO of Anthropic?", scope="people", model="seltz-base")
print(response.answer)
for citation in response.citations:
    print(citation.url)
from seltz import Seltz
client = Seltz()
response = client.answer("Who is the CTO of Anthropic?", scope="people", model="seltz-base")
print(response.answer)
for citation in response.citations:
    print(citation.url)

This request is about a specific individual's career history rather than general subject knowledge or a recent news event, so we set the scope to people.

The result includes the URL for each citation:

{
 "answer": "The search results show **Rahul Patil** as **CTO at Anthropic** ([LinkedIn](https://www.linkedin.com/in/rahul-patil-a0944836)).",
 "citations": [
   {
     "url": "https://www.linkedin.com/in/rahul-patil-a0944836"
   }
 ]
}
{
 "answer": "The search results show **Rahul Patil** as **CTO at Anthropic** ([LinkedIn](https://www.linkedin.com/in/rahul-patil-a0944836)).",
 "citations": [
   {
     "url": "https://www.linkedin.com/in/rahul-patil-a0944836"
   }
 ]
}
{
 "answer": "The search results show **Rahul Patil** as **CTO at Anthropic** ([LinkedIn](https://www.linkedin.com/in/rahul-patil-a0944836)).",
 "citations": [
   {
     "url": "https://www.linkedin.com/in/rahul-patil-a0944836"
   }
 ]
}

Use cases for the People scope

Recruiting and sourcing: use the Seltz People scope to enrich candidate profiles with accurate, up-to-date career history, such as the candidate’s current role, past employers, education, and skills, with citations rendered in-line so that recruiters can verify a claim without leaving the conversation.

Sales and CRM: set the scope of their Answer request to people to ground outreach and account research in accurate role, tenure, and background information for a prospect, rather than relying on a model's potentially outdated training data.

Try Seltz People scope today

Seltz People scope is available to use. Try it out in our playground or grab an API key at console.seltz.ai/api-keys and read the API reference for this parameter.

Fast, up-to-date web data, providing context-engineered web signals with sources for real-time AI reasoning.

Fast, up-to-date web data, providing context-engineered web signals with sources for real-time AI reasoning.

Fast, up-to-date web data, providing context-engineered web signals with sources for real-time AI reasoning.