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Instagram Users scraper from any keyword - cookieless

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Extract Instagram user profiles by keyword search with this cookieless, no login scraper. Get verified accounts, follower counts, engagement rates, business emails, and profile insights in JSON or CSV. Ideal for lead generation, competitor research, and scalable Instagram data extraction workflows.

Pricing

from $1.50 / 1,000 results

Rating

5.0

(1)

Developer

Surge Street

Actor stats

Bookmarked

194

Total users

Monthly active users

a month ago

Last modified

Categories

Social media

Lead generation

Other

You can access the Instagram Users scraper from any keyword - cookieless 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
10# Run the Actor and wait for it to finish
11run = client.actor("patient_discovery/instagram-search-users").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Users scraper from any keyword - cookieless API in Python

The Apify API client for Python is the official library that allows you to use Instagram Users scraper from any keyword - cookieless API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Instagram Users scraper from any keyword - cookieless API in JavaScript

Instagram Users scraper from any keyword - cookieless API through CLI

Instagram Users scraper from any keyword - cookieless OpenAPI definition

Instagram Users scraper from any keyword - cookieless API

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