No-Code Scraping for Instagram Profiles: Fast & Easy
Extract data from Instagram Profile for free in just one click.
Quickly access detailed location information.Instagram has become one of the top platforms for businesses, influencers, and marketers to connect and promote. But when it comes to collecting contact details like emails, phone numbers, and engagement stats from multiple profiles—doing it manually is slow and frustrating.
The good news? You don’t need to write a single line of code to collect data from Instagram.
With tools like the Instagram Profile Scraper by LeadStal, no-code scraping for Instagram profiles has become easier, faster, and more accurate than ever before.
Whether you're a freelancer, business owner, or part of a sales team, this blog post will guide you through how to start scraping Instagram data using a simple browser extension—no tech background required.
What Is No-Code Scraping?
No-code scraping means collecting data from websites without needing to write scripts or use complex coding platforms.
In this case, you're scraping public Instagram data—like:
- Email addresses
- Phone numbers
- Bios
- Websites
- Engagement metrics
- Post and story pricing
This is done using a Chrome extension that automates the scraping for you. The data is extracted and ready to export as Excel or CSV—without any programming.
Why Scrape Instagram Profiles?
There are many reasons you might want to collect public Instagram data:
- Build a list of leads for cold outreach
- Find influencers for paid collaborations
- Research competitors in your industry
- Get contact info for local businesses
- Analyze engagement metrics before reaching out
Since many business accounts openly list their email and phone number, Instagram becomes a rich source of potential leads if scraped efficiently.
Introducing the Instagram Profile Scraper by LeadStal
The Instagram Profile Scraper by LeadStal is a Chrome extension that allows you to scrape public Instagram profile data without using code or any complex software.
With this tool, you can extract:
- Verified email addresses
- Phone numbers
- Website links
- Usernames and names
- Profile bios
- Follower and following count
- Average likes and comments
- Estimated pricing for posts/stories
- Account type (business, creator, personal)
It’s designed to help marketers, researchers, agencies, and freelancers who want to scale outreach and get accurate contact information quickly.
How to Start Scraping Instagram Profiles Without Coding
You don’t need coding, software development knowledge, or a team of developers. Just follow these simple steps.
Step 1: Install the IG Profile Scraper Extension
- Download the Chrome extension ZIP file
- Extract the ZIP on your computer
- Open Chrome and go to
chrome://extensions - Enable Developer Mode in the top-right
- Click Load unpacked
- Select the extracted folder
The extension will now appear in your Chrome toolbar and is ready to use.
Step 2: Open Instagram and Find Your Target Profiles
Now head to Instagram.com on Chrome. You can find target business profiles by:
- Using keyword-based search
- Looking through hashtags (like #personaltrainer or #localbusiness)
- Browsing competitor followers
- Searching by location (e.g., New York salons, London photographers)
Click to open a public profile you'd like to scrape.
Step 3: Scrape the Data
Once you're on a public profile:
- Click the “Profile Leads” button from the extension
- Wait a few seconds while the tool scans the page
- It will collect all public data—email, phone, bio, and more
- Click Export to download the data as CSV or Excel
You can repeat the process for multiple profiles or open several tabs and scrape them in bulk.
What Type of Data Can You Extract?
Here’s a breakdown of the fields you’ll get:
This makes your outreach campaigns and business targeting much more effective.
Pricing Plans
You can scrape one profile per credit. Here are the current pricing plans:
This means you can scrape up to 2,800 profiles per month with just the Standard Plan—without any coding or manual copy-pasting.
Benefits of No-Code Scraping
Using a tool like LeadStal’s Instagram Profile Scraper helps you:
- Save time – No need to manually open and copy data
- Avoid errors – Accurate data extraction with 99.5% reliability
- Export easily – Get ready-to-use CSV or Excel files
- Scale quickly – Scrape hundreds or thousands of leads per day
- Stay organized – Clean, structured datasets
- Lower cost – No need for expensive software or developers
It’s ideal for small teams, freelancers, and anyone who wants clean lead data without hiring help.
Use Cases for Instagram Profile Scraper
Here’s how different people and teams use the tool:
🔹 Digital Marketers
Collect contact details for cold outreach, build mailing lists, or invite people to webinars and offers.
🔹 Influencer Agencies
Find influencers with strong engagement and reach out via their listed emails or phone numbers.
🔹 Recruiters
Search for creative professionals and freelancers by niche and region.
🔹 B2B Companies
Find small business accounts that may need services like SEO, web design, consulting, etc.
🔹 Local Businesses
Find nearby service providers for partnerships, referrals, or supplier opportunities.
Is It Safe and Legal?
Yes, this tool collects public data only from Instagram profiles. It does not:
- Log into accounts
- Access private messages or content
- Break Instagram terms when used correctly
However, users should follow local laws (like GDPR and CAN-SPAM) when using contact data for business communication.
Final Thoughts
Scraping Instagram profile data no longer requires advanced coding skills or tech tools. With the Instagram Profile Scraper by LeadStal, anyone can collect verified business leads, influencer data, or contact info in just a few clicks.
Whether you’re a solo entrepreneur or part of a large team, no-code scraping saves time, reduces costs, and gives you access to valuable public data that can drive sales, outreach, or research.
🔗 Start scraping Instagram profiles today with LeadStal
Related Blog Posts
- How to Extract Phone Numbers from IG Profiles
- How to Extract Email Addresses from Instagram Profiles
- How to Scrape Business Leads from Instagram Profiles
- How to Scrape 2000 Instagram Profiles
FAQs
1. Do I need to log into Instagram to scrape data? No. The tool works on public profiles without requiring login.
2. Can I scrape private accounts? No. Only public Instagram profiles can be scraped.
3. Is this scraping legal? Yes. It only collects publicly visible data. Just use it responsibly.
4. What file formats are supported for export? You can export data in CSV or Excel formats.
5. Does the tool work on mobile? No. It is a Chrome desktop extension only.
6. Can I scrape multiple profiles at once? Yes. Open multiple tabs or use batch processes.
7. Is email and phone verification included? Yes. The tool includes automatic data validation.
8. How many profiles can I scrape daily? With a high plan, you can scrape thousands per day.
9. What is a credit? One credit = scraping one profile.
10. Does LeadStal offer support? Yes. You’ll get 24/7 customer support and documentation.
