Scrape Instagram followers and following lists in bulk
The All-in-One Web Scraping & Data Platform — Scrape Google Maps, Instagram, Amazon, LinkedIn, TikTok, YouTube, and 50+ platforms via ready-to-use REST APIs.
✅ No browser automation · ✅ No proxy management · ✅ Free credits for new users
Learn how to scrape Instagram followers, public profile data, follower counts, biographies, business categories, and creator information using ready-to-use APIs.
CoreClaw helps developers, agencies, and marketing teams collect structured public Instagram data without maintaining browser automation, proxies, or custom scraping infrastructure.
What Instagram Follower Data Can You Collect?
Depending on public availability and the selected scraper, available fields may include:
- Username
- Full name
- Profile URL
- Profile picture
- Biography
- Followers count
- Following count
- Posts count
- Verified status
- Business category
- External website
- Public business email
- Public phone number
- Engagement indicators
If follower-list extraction is supported, results may also include public profiles associated with the selected account.
Build creator lists for sponsorships, affiliate campaigns, and brand partnerships.
Study public profiles associated with creators, competitors, and niche communities.
Compare audience size, public profile characteristics, business categories, and engagement signals.
Discover public business accounts and available business contact information.
Build structured creator databases for marketing platforms, agencies, and research workflows.
| Method | Setup | Maintenance | Structured Output |
|---|---|---|---|
| Manual collection | Easy | High | No |
| Browser automation | Medium | High | Custom |
| Custom scraper | Hard | Very high | Custom |
| CoreClaw API | Easy | Managed | Yes |
Why CoreClaw?
- Ready-to-use Instagram data tools
- REST API access
- Batch processing
- JSON output
- CSV export
- No browser maintenance
- No proxy management
- Free credits for new users
- Instagram Follower Scraper
- Instagram Profile Scraper
- Instagram Following Scraper
- Instagram Business Account Scraper
- Instagram Posts Scraper
- Instagram Reels Scraper
- Instagram Comments Scraper
- Instagram User Search
{
"username": "example_creator",
"full_name": "Example Creator",
"profile_url": "https://www.instagram.com/example_creator/",
"biography": "Creator and entrepreneur",
"followers_count": 125000,
"following_count": 860,
"posts_count": 412,
"verified": false,
"business_category": "Digital Creator",
"external_website": "https://example.com"
}
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### YouTube Scrapers
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## ⭐ Support This Project
If this tool helped you, please consider:
1. **⭐ Star this repository** — [Click here to star](https://github.com/data-scrape/scrape-instagram-followers)
2. **📧 Share with your network** — Help others discover this tool
3. **🐛 Report issues** — [Open an issue](https://github.com/data-scrape/scrape-instagram-followers/issues) if you find a bug
4. **📚 Contribute** — PRs are welcome! See [CONTRIBUTING.md](CONTRIBUTING.md)
<div align="center">
### 👉 Ready to scrape more platforms?
[](https://github.com/data-scrape/scrape-instagram-followers)
**Check out all our scrapers:**
[Instagram](https://github.com/data-scrape/instagram-scraper) ·
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[Amazon](https://github.com/data-scrape/best-amazon-scraper) ·
[TikTok](https://github.com/data-scrape/best-tiktok-scraper) ·
[YouTube](https://github.com/data-scrape/best-youtube-scraper) ·
[LinkedIn](https://github.com/data-scrape/best-linkedin-scraper) ·
[eBay](https://github.com/data-scrape/best-ebay-scraper) ·
[Reddit](https://github.com/data-scrape/best-reddit-scraper) ·
[Apify Alternative](https://github.com/data-scrape/best-apify-alternative)
</div>
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## 🤝 Contributing
Contributions are welcome! Here's how you can help:
1. Fork the repository
2. Create a feature branch (`git checkout -b feature/amazing-feature`)
3. Commit your changes (`git commit -m 'Add amazing feature'`)
4. Push to the branch (`git push origin feature/amazing-feature`)
5. Open a Pull Request
Please read [CONTRIBUTING.md](CONTRIBUTING.md) for details on our code of conduct and development guidelines.
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