Mass Instagram Email Scraper

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🚀 Instagram Mass Email Scraper

🔎 This Actor searches Google for Instagram pages in your niche, reads and extracts email leads Fast.

🎯 It is optimized to quickly collect email + Instagram link pairs per keyword, with flexible filters for email domains and Instagram result types (profiles, posts, reels, stories).

🎯 Goal

• 🔍 Find Instagram-related pages in specific niches, optionally filtered by country.
• 📧 Collect visible emails (e.g. @gmail.com, @yahoo.com) Fast.
• 📦 Produce clean, structured output in an Apify dataset ready for CSV / JSON export or API usage.

⭐ Key Features

• 🌐 Google dork–based discovery: Uses carefully crafted Google queries to discover Instagram profiles for each keyword.
• 🎚️ Per-keyword lead cap: Strictly respects maxLeadsPerKeyword per keyword so you control volume and cost.
• ⚡ HTML-only scraping: Loads only the main document for each profile to minimize proxy bandwidth.
• 🆓 Free Tier Available: GET 2 Hours Trial FOR FREE per run! Perfect for testing or small campaigns.

⚙️ Input Parameters

📤 Output Data Format

Typical fields:

{
"email":"njr.collabs@gmail.com",
"result_url":"https://www.instagram.com/thenoahjr/",
"profile_url":"https://www.instagram.com/thenoahjr/",
"page_title":"Junior Braceiro (@thenoahjr) • Instagram photos and videos",
"snippet":"Instagram · thenoahjr · Wellness | Lifestyle | Gratitude · 📩 njr.collabs@gmail.com ...",
"source_keyword":"fitness"
}

👥 Who is this Actor for?

• 🏢 Agencies and freelancers looking to build targeted Instagram outreach lists for specific niches (e.g. fitness coaches, real estate agents, local businesses).

• 🚀 Founders and growth marketers who want a repeatable way to discover relevant Instagram accounts with or without publicly listed emails.

• 🎯 Lead-generation specialists who want a “smart” scraper that prioritizes quality and relevance over raw volume.

• 📧 Cold Email Campaigns: Build targeted email lists for B2B services or product launches.

🛠️ How to Use

1️⃣ Add your keywords

Use descriptive, niche-focused keywords like:

• fitness coach
• nutritionist
• real estate agent
• vegan restaurant

2️⃣ Optionally set a country / location

Use a country or city name as you would type it into Google:

• USA, UK, Canada, Dubai, Berlin

Leave empty to search worldwide.

3️⃣ Set maxLeadsPerKeyword

Controls how many profiles per keyword are saved to the dataset.

Typical values: 20–500 depending on how broad your keywords are.

4️ Choose the required email Provider gmail , outlook , etc .. Or Leave default

5️⃣ Choose the required Search in Type Profiles , Posts , reels , etc .. Or Leave default

6️⃣ Run the Actor

• ▶️ Click Run in Apify Console.
• 📊 After the run finishes, open the Output tab to inspect and download the results.

❓ FAQ

❔ Q: I’m not getting many email results. What should I adjust first?

A: Try:

• 🔄 Broadening your keywords (e.g. fitness coach instead of vegan fitness coach berlin).
• ⬆️ Increasing maxLeadsPerKeyword so the Actor is allowed to save more leads per keyword.
• ➖ Removing or relaxing emailDomains so it can match any domain, not just @gmail.com / @yahoo.com / @outlook.com.
• 🌍 Clearing or simplifying country if it is too restrictive.

❔ Q: Why are there only emails from certain providers?

A: When you fill in emailDomains, the Actor biases queries toward those domains by searching for @gmail.com, @yahoo.com, etc. If you want a wider variety of providers:

• Leave emailDomains empty to allow any domain.
• Or add more domains to the list (e.g. hotmail.com, icloud.com, custom domains).

❔ Q: How do Instagram result types affect the output?

A: instagramResultTypes controls which Instagram URL shapes appear in result_url:

• profile – profile URLs.
• post – post URLs (/p/...).
• reel – reels / IGTV URLs.
• stories – story URLs.

By default, all are enabled. If you, for example, select only ["profile"], the Actor will try to exclude posts/reels/stories via -inurl: filters and focus on profile pages.

❔ Q: Why is profile_url sometimes empty?

A: profile_url is a best-effort normalized profile link:

• First, the Actor tries to read the username from the URL path (e.g. /thenoahjr/).
• If that’s not possible (posts/reels), it looks for labels like Instagram · username in the Google snippet.

If neither method can safely determine the username, profile_url is left null to avoid guessing.

❔ Q: Does this Actor open Instagram or log in?

A: No.