You can access the LinkedIn Sales Trigger Intelligence programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "records": [{
10            "jobId": "li-demo-001",
11            "companyName": "Northstar AI",
12            "title": "Head of Revenue Operations",
13            "location": "Singapore",
14            "employmentType": "Full-time",
15            "employeeCount": 240,
16            "jobCount": 19,
17            "applicantsCount": 31,
18            "description": "Build our new APAC revenue function",
19            "observedAt": "2026-08-02T10:00:00Z",
20            "productWorkflow": "linkedin-sales-trigger-intelligence",
21        }],
22    "previousRecords": [{
23            "jobId": "li-demo-001",
24            "companyName": "Northstar AI",
25            "title": "Revenue Operations Lead",
26            "location": "Singapore",
27            "employmentType": "Full-time",
28            "employeeCount": 205,
29            "jobCount": 7,
30            "applicantsCount": 12,
31            "description": "Support APAC sales operations",
32            "observedAt": "2026-07-02T10:00:00Z",
33            "productWorkflow": "linkedin-sales-trigger-intelligence",
34        }],
35}
36
37# Run the Actor and wait for it to finish
38run = client.actor("night111/linkedin-sales-trigger-intelligence").call(run_input=run_input)
39
40# Fetch and print Actor results from the run's dataset (if there are any)
41print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
42for item in client.dataset(run.default_dataset_id).iterate_items():
43    print(item)
44
45# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Sales Trigger Intelligence API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Sales Trigger Intelligence API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn Sales Trigger Intelligence API in JavaScript

LinkedIn Sales Trigger Intelligence API through CLI

LinkedIn Sales Trigger Intelligence OpenAPI definition

LinkedIn Sales Trigger Intelligence API

B2B Sales Trigger Intelligence

crawlerbros/b2b-sales-triggers

Detect high-intent B2B sales triggers hiring surges, funding rounds, executive changes, and news momentum from a list of company names. Produces a graded (A/B/C/D) priority list with rationale and source signals.

Crawler Bros

B2B Sales Trigger Intelligence Aggregator

stackrelay/b2b-sales-trigger-intelligence

Monitors a list of target companies for buying signals — funding rounds, hiring surges, and news triggers — and returns a scored intelligence brief per company. Ideal for SDRs, VC analysts, and competitive intelligence teams.

StackRelay

LinkedIn Jobs Search Scraper

neuton/linkedin-jobs-search-scraper

Search public LinkedIn jobs by keyword and location without login. Export job IDs, titles, companies, locations, posting dates, job URLs, company URLs, logos, and optional full descriptions for recruiting, market maps, and sales triggers.

Ashwin Prasad

BioSpace Jobs Scraper

automation-lab/biospace-jobs-scraper

Extract BioSpace job listings, companies, locations, summaries, descriptions, apply links, and posting metadata from public BioSpace pages.

Stas Persiianenko

Advanced LinkedIn Jobs Scraper [NO COOKIES] ✅

unseenuser/LinkedIn-Jobs-Scraper

Bulk-extract LinkedIn job postings by keyword, company, title, or location. Get descriptions, salary ranges, seniority levels, and hiring company data. Built for sales teams using hiring signals for outbound (e.g., 'companies hiring a Head of RevOps in last 14 days') and recruiters.

Unseen User

164

5.0

(4)

LinkedIn Company Jobs Scraper & Monitor - New/Closed (No Login)

kamerozkan/linkedin-hiring-signals

LinkedIn company jobs scraper & monitor: track public company job pages as a reliable change feed with hiring signals: new openings, edits, reopenings & safely confirmed closures. No LinkedIn login or cookies. Optional official apply URLs, live status & ghost-job risk.

Kamer Ozkan

Greenhouse Jobs Scraper for ATS Job Boards

skootle/greenhouse-jobs

Scrape Greenhouse-powered company job boards and career pages. Get job titles, departments, locations, URLs, descriptions, and structured records for recruiting intelligence, hiring-market maps, and AI agents.

Skootle

Lever Jobs Scraper

careybrown/lever-jobs-scraper

Scrape public Lever company job boards and return normalized hiring-signal records with role family, seniority, remote signal, source health, and run summary.

Carey Brown

Ashby Jobs Scraper

careybrown/ashby-jobs-scraper

Scrape public Ashby company job boards and return normalized hiring-signal records with role family, seniority, remote signal, source health, and run summary.

Carey Brown