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How to Scrape Instagram Without Coding – The Ultimate No-Code Guide

 

How to Scrape Instagram Without Coding – The Ultimate No-Code Guide

Instagram is a goldmine of data, but scraping it manually is like finding a needle in a haystack. The good news? You don’t need to be a coder to extract valuable Instagram data! With powerful no-code web scraping tools, you can gather followers, posts, hashtags, comments, likes, and more—effortlessly.

This guide walks you through a step-by-step process to scrape Instagram using the best no-code tools available today. Let’s dive in!

Step 1: Pick the Right No-Code Web Scraping Tool

Not all web scrapers are created equal. Here are the top no-code tools that make Instagram scraping a breeze:

✅ Octoparse – Best for visual, drag-and-drop scraping
✅ Apify – Comes with pre-built Instagram scrapers
✅ Bright Data (formerly Luminati) – Cloud-based scraping solution
✅ Phantombuster – Automates Instagram data extraction
✅ Instant Data Scraper (Chrome Extension) – Simple browser-based scraping

Choosing the Right Tool:

  • Beginners → Use Octoparse for its user-friendly visual interface.

  • Automation & Cloud-based Scraping → Use Apify or Phantombuster.

  • Quick & Local Scraping → Use Instant Data Scraper for basic needs.

Once you’ve picked your tool, let’s start scraping!

Step 2: Scraping Instagram Using Octoparse (Best No-Code Visual Scraper)

Octoparse is one of the easiest Instagram scrapers for beginners. Follow these steps:

1️⃣ Download & Install Octoparse

  • Visit Octoparse.com

  • Download the free version & install it on your computer

  • Sign up for an account

2️⃣ Create a New Scraping Task

  • Open Octoparse & click New Task

  • Enter the Instagram profile URL you want to scrape (e.g., https://www.instagram.com/nasa/)

3️⃣ Extract Data with Auto-Detection

  • Enable the Auto-detect feature—Octoparse will analyze the webpage automatically

  • Select the data fields you need (e.g., Profile Name, Followers, Bio, Posts, Comments, Likes)

  • Click “Create Workflow” to finalize the setup

4️⃣ Start Scraping & Export Data

  • Click Run & choose:

    • Local Run for small-scale scraping

    • Cloud Run for large-scale scraping

  • Export data in CSV, Excel, or JSON format

✅ Why Octoparse?
Easy drag-and-drop setup, visual workflow, and zero coding required!

Step 3: Scraping Instagram Using Apify (Cloud-Based Scraping)

Apify is perfect for those who want automation and cloud-based scraping.

1️⃣ Sign Up & Access the Instagram Scraper

  • Visit Apify.com

  • Create a free account

  • Search for the Instagram Scraper API

2️⃣ Set Up Scraping Parameters

  • Enter the profile, hashtag, or location to scrape

  • Choose what data to extract:

    • Posts

    • Followers

    • Comments

    • Hashtags

    • Likes

  • Adjust scraping depth (e.g., last 10 posts or all posts)

3️⃣ Run the Scraper & Export Data

  • Click “Run” & let Apify handle the rest

  • Download results as CSV, JSON, or via API

✅ Why Apify?

  • Cloud-based scraping (no need to install software)

  • Advanced automation capabilities

Step 4: Automating Instagram Scraping with Phantombuster

Phantombuster is ideal for scheduled and automated Instagram scraping.

1️⃣ Create a Phantombuster Account

2️⃣ Choose an Instagram Scraper

  • Use pre-built scrapers like:

    • Instagram Profile Scraper (extracts user details)

    • Instagram Hashtag Scraper (gathers posts with a hashtag)

3️⃣ Automate & Export Data

  • Set a scraping schedule (daily, weekly, or hourly)

  • Export results as Google Sheets, CSV, or JSON

✅ Why Phantombuster?
Automates Instagram actions and allows scheduled scraping.

Step 5: Prevent Blocks & Optimize Scraping

Instagram actively blocks aggressive scraping. Here’s how to stay under the radar:

✅ Use Proxies – Most tools offer built-in proxy support to avoid detection.
✅ Set Delays – Scrape in intervals (e.g., every few seconds) instead of too fast.
✅ Use Cloud-Based Scrapers – Apify & Phantombuster manage IP rotation automatically.

Which No-Code Instagram Scraper is Best for You?

💡 For Beginners: Octoparse – Simple drag-and-drop, great for non-tech users.
💡 For Automation: Phantombuster – Schedule scraping tasks with ease.
💡 For Cloud-Based Scraping: Apify – No software installation required.

Final Thoughts: Get Started with No-Code Instagram Scraping Today!

You no longer need complex coding skills to scrape Instagram. With the right no-code tools, you can extract high-value Instagram data in minutes.

➡️ Pick a tool that fits your needs.
➡️ Follow the step-by-step guide above.
➡️ Start scraping Instagram like a pro—no coding required!

🚀 Ready to get started? Let me know if you need help choosing the best tool for your specific needs!

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