Scrape Emails fromInstagram Followers
— Cloud-Based Tool
How to Scrape Emails from Instagram Followers
Scravio helps you extract publicly available emails from Instagram follower lists — no code, no extensions, no Instagram credentials.
Email Quality: Verification + Deduplication
Scraping is only useful if the output is clean and usable. Scravio provides exports you can actually send outreach from.
Built-in Verification
Scravio validates extracted emails and adds an is_email_valid field so you can focus on quality contacts and lower bounce rates.
Deduplication
Scravio automatically removes duplicates. If the same email appears across multiple profiles or runs, your export stays clean.
Clean & Segment
Segment your list before outreach for better reply rates. Common filters:
Improve Your Email Match Rate
"Why did I scrape 1,000 followers but only got 50 emails?" — That's normal because not everyone's Instagram profile has a public email. Here's how to improve your results.
Choose the right seed account
The seed account determines the follower audience you're scraping.
Better seeds:
- Niche creators with business audiences
- Local business directories / city pages
- Industry community accounts
- Competitor brands with known buyer personas
Avoid:
- Celebrity accounts
- Meme pages
- General entertainment accounts
Choose email-forward niches
Some niches naturally have more public emails due to partnerships, bookings, or client work.
High email density niches:
Use bio keyword filtering
After exporting, narrow down your list by looking for text signals of intent in bio text.
Combine extraction methods
Followers are a strong starting point, but layer methods for best results.
Use Cases to Scrape Emails from Instagram Followers
Practical ways teams use follower-based extraction to build targeted lists.
Competitor follower lead list
SMB / Agency acquisition
Who
Agencies, B2B SaaS, service providers
Goal
Create a lead list of potential clients already interested in similar services
How
Scrape followers of competitor agencies/tools, filter bios for owner, founder, marketing
Output
Focused list of business profiles + public emails for personalized outreach
Influencer outreach
Followers of top creators
Who
E-commerce brands, influencer managers
Goal
Identify micro-influencers & creators to partner with
How
Scrape followers of large niche creators, prioritize profiles with public emails
Output
Creator shortlist with public emails and profile URLs ready for outreach
Local business prospecting
City-specific targeting
Who
Local service providers, studios, software vendors
Goal
Locate businesses in a specific location
How
Use local directory/city page as seed + filter by business category + location
Output
Location-specific list of business contacts for high-intent outbound
Recruiting freelancers
From follower communities
Who
Content teams, agencies, studios
Goal
Hire freelance talent quickly
How
Scrape followers from design/video niche communities, filter for freelance, available, portfolio
Output
Shortlist of candidates with public emails and Instagram portfolios
Start free with 25 credits
Run your first follower email extraction campaign — no credit card required.
Email Scrapers for Other Platforms
Need emails from other social networks? Explore our full suite of email extraction tools.
Frequently Asked Questions
1Can I get emails from followers without Instagram login?
Yes. Scravio is cloud-based and requires no login into Instagram. It only extracts publicly available information.
2Does Scravio scrape private followers or profiles?
No. Scravio does not support scraping private profiles and accessing private data.
3Why fewer emails than followers scraped?
Because many Instagram profiles don't have publicly published emails. Scravio only extracts emails that are publicly listed (e.g., bio/contact fields, or other public sources).
4How many followers can I scrape on a campaign?
You select the number of profiles you want to process. Your campaign stops automatically at your set limit.
5Does Scravio spam check emails?
Yes. Scravio includes email verification and has an is_email_valid field in the export to help prioritize better contacts.
6Can I dedupe multiple follower campaigns?
Yes. Scravio includes deduplication so your exports don't get cluttered with duplicates when running multiple campaigns or using multiple sources.
7What information is in the followers export?
Common fields are username, full name, email, email validity, bio, website, follower/following numbers, business indicators and timestamps. Available fields depend on what each profile makes public.
8How long to scrape 1,000 followers?
Timing depends on the extraction method, filters and platform rate limits. Many runs complete in minutes but larger runs can take longer.
9Is scraping Instagram followers legal?
Scravio only extracts publicly-available data and does not support private profile scraping. However, laws and outreach rules vary by country/region. You are responsible for complying with applicable regulations and email outreach best practices.
10Can I combine followers with hashtag/commenters?
Yes. A common workflow is to begin with follower extraction of a tightly relevant audience, then expand using hashtags, likers, and commenters to grow coverage in the same niche.