How to Scrape Instagram Followers in 2026 (No Coding)
Introduction
The most valuable audience on Instagram isn't yours — it's your competitor's. Their followers have already raised their hand for exactly what you offer.
Instagram lets you scroll a followers list, but gives you no export button. This guide shows you how to scrape the followers (or following) list of any public account using InsightSocial, a free Chrome extension. No coding, no API tokens, no handing your login to a third-party service.
Why Scrape Instagram Followers?
Competitor Audience Research
Your competitor spent years building their following. Scraping that list shows you who they attract — and gives you a defined audience to study, segment, or reach.
Influencer Vetting
Before paying a creator, look at who actually follows them. A "100K influencer" whose follower list is full of empty, no-post accounts is a red flag you can spot in a spreadsheet in minutes.
Community Mapping
Scrape the followers of two or three accounts in your niche and you have the raw material for real audience analysis: overlap, follower quality, and the micro-creators hiding inside a bigger account's audience.
What Data Can You Extract?
For each account in a followers or following list, InsightSocial captures the username, full name, profile URL, and profile picture, plus flags like verified and private status — everything Instagram exposes in the list itself, in a structured table instead of an endless scroll.
Want more depth on specific accounts? Scrape their profiles afterwards for follower counts, bios, and bio links — see the Instagram scrapers overview.
How to Scrape a Followers List
Step 1: Install InsightSocial
Add the free Chrome extension and sign in with Google. Free accounts can scrape and view results without limit, and get 500 export rows per month.
Step 2: Open the Followers List
Log in to Instagram in your own browser, go to the target profile, and click the followers count (or following — both work). The list dialog opens.
Step 3: Open the Side Panel
Click the InsightSocial icon. The extension recognizes the followers list and shows the matching source card.
Step 4: Start Scraping
Click start. The extension scrolls the list at a human pace and collects accounts as Instagram loads them. Large lists take a while — that's deliberate. Aggressive scrolling is how accounts get flagged.
Step 5: Export
Export the list to Excel, CSV, or JSON from the extension or your web portal, where every scraping session is stored.
Pro Tips
- Following lists are sharper than follower lists. Who an account chooses to follow says more than who follows them.
- Start with mid-size accounts. A focused 5,000-follower niche account often yields a cleaner list than a celebrity's millions.
- Combine with hashtag scraping. Followers tell you who's interested; hashtag scraping tells you who's actively posting. The overlap is gold.
Is This Legal?
InsightSocial reads only what's publicly visible to you in your own logged-in session — the same list you could scroll manually. No private accounts, no credential sharing, no server-side impersonation. Handle exported data responsibly, respect platform terms, and check privacy regulations (GDPR, CCPA) before commercial outreach.
What's Next?
- Instagram Followers Scraper — the tool this guide uses
- Instagram Scrapers — every Instagram tool in one place
- How to Scrape Instagram Hashtags — find active posters in any niche
- Extract Emails from Instagram Bio Links — turn profiles into contacts
- Competitor Analysis Use Case — strategic frameworks
Conclusion
A followers list is a pre-built audience — you just couldn't export it until now. With InsightSocial, any public account's followers become a structured spreadsheet in one run.
Install the free Chrome extension and export your first followers list today.