You can access the Instagram Lead Scraper 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 Integrations settings 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    "keywords": ["marketing"],
10    "emailDomains": ["@gmail.com"],
11    "proxyConfiguration": { "useApifyProxy": False },
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("scrapier/instagram-lead-scraper").call(run_input=run_input)
16
17# Fetch and print Actor results from the run's dataset (if there are any)
18print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
19for item in client.dataset(run["defaultDatasetId"]).iterate_items():
20    print(item)
21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Lead Scraper API in Python

The Apify API client for Python is the official library that allows you to use Instagram Lead Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Instagram Lead Scraper API in JavaScript

Instagram Lead Scraper API through CLI

Instagram Lead Scraper OpenAPI definition

Instagram Lead Scraper API

Instagram Profile Lead Scraper

scrapapi/instagram-profile-lead-scraper

ScrapAPI

Instagram Profile Lead Scraper

scrapier/instagram-profile-lead-scraper

Scrapier

Instagram Profile Lead Scraper By Keyword

scrapapi/instagram-profile-lead-scraper-by-keyword

ScrapAPI

Instagram Profile Lead Scraper By Keyword

scrapier/instagram-profile-lead-scraper-by-keyword

Scrapier

Instagram Search Scraper

thenetaji/instagram-search-scraper

The Netaji

Instagram Profile Scraper

scraperforge/instagram-profile-scraper

ScraperForge

Instagram Lead Scraper

api-empire/instagram-lead-scraper

Instagram Lead Scraper extracts potential leads from Instagram profiles. It collects usernames, bios, follower counts, profile URLs, emails if available, and other public details. Ideal for lead generation, influencer outreach, market research, and audience discovery.