Gumroad Email Scraper

Instagram Email Scraper 🎯

Manually visiting Instagram profiles to collect contact emails wastes hours you don’t have. Instagram Email Scraper is a fast way to scrape emails from Instagram bios and posts related to your keywords. This Instagram email scraper and Instagram contact email finder helps marketers, recruiters, and growth teams build outreach lists with thousands of records in minutes.

What You Get: Sample Output

Here's a sample record from a single run:

{
  "network": "Instagram.com",
  "keyword": "founder",
  "title": "Marketing & Founder — Studio",
  "description": "We help brands grow. Contact: hello@gmail.com",
  "url": "https://example.com/some-public-profile",
  "email": "hello@gmail.com",
  "proxyGroups": ["GOOGLE_SERP"]
}

Field	Type	What It Tells You
network	string	Confirms the source network so you can filter results cleanly
keyword	string	Which keyword helped surface this contact (useful for reporting and list segmentation)
title	string	The title of the matched public page/profile result to give context
description	string	The surrounding text where the email was detected (great for manual validation)
url	string	The link associated with the match so you can trace and verify quickly
email	string	The extracted email address you can use for outreach
proxyGroups	array	Proxy configuration info associated with the run (helpful for debugging reliability)

Export your dataset as JSON, CSV, or Excel — straight from the Apify dashboard.

Why Instagram Email Scraper?

There are a lot of ways to pull data from Instagram — here’s what sets Instagram Email Scraper apart.

Keyword-led email targeting

You control what gets searched by providing keywords and optional customDomains, so this Instagram influencer email scraper focuses on the contacts that match your outreach needs (for example, specific email domains).

Built for bulk list building

With maxEmails as a cap and a stop condition once the limit is reached, this automated Instagram email scraping workflow is designed for building lead lists at scale in a single run.

Resilient scraping with fallbacks

If pages return no results or requests fail, the actor includes retry and fallback logic to improve the chances of producing output even when conditions change.

Deduplication across the run

The actor tracks seen emails and avoids pushing duplicates, so you get a cleaner Instagram email list scraper dataset without rework.

Configuring Your Run

Drop this into your input.json to get started:

{
  "keywords": ["founder", "marketing"],
  "location": "Berlin, Germany",
  "platform": "Instagram",
  "customDomains": ["@gmail.com", "@company.com"],
  "maxEmails": 50,
  "engine": "legacy",
  "proxyConfiguration": {}
}

Parameter	Required	What It Does
keywords	✅	A list of keywords to search for when looking for relevant Instagram contacts
location	⬜	Location to filter search results (leave empty for no location filter)
platform	⬜	Selects the platform to use (this actor supports Instagram)
customDomains	⬜	Limits extracted emails to the domains you specify (example: @gmail.com)
maxEmails	⬜	Maximum number of emails to collect; the run stops once the limit is reached
engine	⬜	Chooses the scraping engine: cost-effective (Cost Effective (New)) or legacy (Legacy)
proxyConfiguration	⬜	Configure proxies for this Actor run

Core Capabilities

Instagram bio & post email extraction

Instagram Email Scraper extracts emails from Instagram bios and posts related to your provided keywords, then filters them by customDomains if you set those domains.

Flexible input filters for better results

You can steer results using keywords, optionally narrow by location, and focus on the domains that matter to you using customDomains. This makes the Instagram profile email extraction output more relevant for outreach.

Stop at your target volume

Set maxEmails to cap the run once you’ve collected enough contacts. This gives you predictable output sizing for campaigns, audits, and influencer lead generation email scraper workflows.

Resilience for real-world runs

The actor includes retries and fallbacks when results are sparse or requests fail, helping keep your Instagram email finder software runs productive instead of brittle.

Structured dataset output as it goes

Every discovered email is pushed as a JSON object to the dataset with fields like network, keyword, title, description, url, and email, so you can start analyzing immediately.

Who Gets the Most Out of This

Here’s how different teams put Instagram Email Scraper to work:

Influencer Marketing Managers — Use it to build an outreach-ready list of creator contacts by selecting tight keywords and domain filters, then quickly export the dataset for campaign planning and follow-ups. You save time finding leads and focus on validating and sequencing your outreach.

Sales Development Representatives — Feed in keywords tied to your ICP and capture matching emails into a clean list for follow-up campaigns. This Instagram contact email finder workflow turns public Instagram content into structured leads without manual copying.

Freelance Researchers & Data Analysts — Use the structured fields (title, description, url, email) to create datasets for analysis and reporting. Because output is deduplicated within a run, it’s easier to measure coverage and match quality.

Automation Specialists & Developers — Integrate this Instagram email extraction tool into broader pipelines by pulling dataset results via the Apify API and scheduling recurring runs. This is especially useful when you need repeatable automated Instagram email scraping.

Step-by-Step: How to Use It

No coding needed. Here's how to run Instagram Email Scraper from start to finish:

1. Open the actor on Apify — visit console.apify.com and open Instagram Email Scraper.
2. Enter your inputs — set keywords (required), then optionally add location, customDomains, maxEmails, and engine.
3. Configure proxy settings — use proxyConfiguration to choose how you want proxies handled for the run.
4. Hit Run and watch the live log — monitor progress and see when new emails are found.
5. View results in the dataset tab — every extracted email is pushed with fields like email, url, and description.
6. Export as JSON, CSV, or Excel — download in the format that matches your workflow.

The whole process takes under 5 minutes to set up.

Integrations & Export Options

Once your data is collected, Instagram Email Scraper plugs directly into your existing workflow.

You can export from the Apify dataset tab in common formats like JSON, CSV, or Excel for quick import into your tools. If you rely on spreadsheets or CRMs, you can also connect the dataset using Apify’s native integrations or no-code automation through Zapier/Make.

For programmatic use, you can access results via the Apify API (see apify.com/docs/api). If you want automation after completion, use webhooks to trigger downstream actions, or schedule runs to keep your Instagram influencer email scraper lists refreshed automatically.

Pricing & Free Trial

Instagram Email Scraper runs on the Apify platform, which offers a free tier — no credit card required to get started. You can test with several runs using platform credits, then scale as needed.

For real scraping at scale, pricing is generally pay-as-you-go based on Apify platform compute (CU), and you’ll want to check the current pricing details on Apify’s pricing page before committing. Start for free at apify.com and scale when you're ready.

Reliability & Performance

What We Handle	How
Sparse results	Retries and fallbacks help keep runs productive
Duplicate emails	Deduplication prevents pushing the same email multiple times in one run
Output integrity	Each pushed record includes consistent fields (network, keyword, url, email, etc.)
Large jobs	You control run size with maxEmails so you can balance coverage and speed
Proxy support	Built-in proxy configuration helps with reliable scraping

Limitations: the actor is designed for extracting emails from publicly available data on Instagram-related pages. Results depend on what contacts are actually published and on your keywords and customDomains.

For enterprise-scale runs, contact us to discuss custom configurations.

Frequently Asked Questions

Is there a free plan or trial for Instagram Email Scraper?

Yes. Apify provides a free tier that you can use to run Instagram Email Scraper and test results. The exact amount you can run depends on the current free-tier credits in your Apify account.

Do I need to log in to Instagram to use this?

No. Instagram Email Scraper is built to work with publicly available pages and content. It does not require an Instagram login to run.

How accurate is the data extracted by Instagram Email Scraper?

It’s as accurate as what’s publicly published. The actor extracts email addresses from publicly available sources it encounters using your keywords and then filters by your customDomains when provided.

How many results can I get per run?

You control this with maxEmails. The scraper stops once it reaches your requested limit, and setting a higher cap allows more potential results (though it doesn’t guarantee you’ll hit the maximum).

How often is the data updated / how fresh is it?

Data freshness matches when you run the actor. Each run collects contacts at runtime, so if you need updated leads, schedule new runs or re-run with updated inputs.

Is this legal? Does it comply with GDPR / CCPA?

This actor works with publicly available data; however, compliance depends on how you store, process, and use the collected information. Make sure your use aligns with GDPR, CCPA, applicable spam regulations, and Instagram’s Terms of Service.

Can I export results to Google Sheets or Excel?

Yes. You can export your dataset from the Apify dashboard (JSON, CSV, or Excel). If you want Google Sheets specifically, you can connect it via Apify’s native integrations or an automation tool like Zapier/Make.

Can I run this on a schedule automatically?

Yes. You can schedule actor runs so your Instagram email extraction stays updated automatically. Use the Apify scheduling features to trigger runs on a cron-like schedule.

Can I access Instagram Email Scraper via API?

Yes. You can pull dataset results programmatically using the Apify API. This is useful for integrating an Instagram email finder software into your existing pipelines.

What happens if the actor hits an error?

If something fails, the actor’s dataset writes remain incremental as it pushes results during the run. The actor also includes retry and fallback behavior to reduce the chance of complete failure during sparse-result conditions.

Need Help or Have a Request?

Got a question about Instagram Email Scraper or want a new feature added? Email us at dataforleads@gmail.com. We’re actively maintaining the actor and love feedback from marketers and analysts using it in real campaigns. If you’d like improvements like batch CSV upload or a webhook on completion, tell us what you need.