Instagram Profile Email Scraper By Keyword

Instagram Leads Generator - B2B & B2C Email Finder 🚀

Manually visiting hundreds of Instagram profiles to collect emails wastes hours you don’t have. Instagram Leads Generator - B2B & B2C Email Finder automatically generates an Instagram lead list with profile details and extracted email addresses—ideal for marketers, recruiters, and growth teams. This Instagram leads generator helps with Instagram email finder workflows, including Instagram B2B lead generation and Instagram B2C lead generation. Run it for keywords and country filtering to generate thousands of leads in minutes.

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What You Get: Sample Output

Here’s a sample record from a single run:

{
  "keyword": "fitness",
  "username": "stronger_atlas",
  "full_name": "Atlas Rivera",
  "emails": ["atlas.rivera@example.com"],
  "url": "https://www.instagram.com/stronger_atlas/",
  "followers": 18450,
  "following": 612,
  "post_count": 238,
  "biography": "💪 Fitness coach | 📩 atlas.rivera@example.com | Coaching online",
  "external_url": "https://atlascoaching.example",
  "profile_pic_url": "https://example.cdn/profile_pic.jpg",
  "is_verified": false,
  "is_business_account": false,
  "is_professional_account": true
}

Field	Type	What It Tells You
keyword	string	Which search keyword produced this lead (great for campaign segmentation)
username	string	The Instagram handle you can reference in outreach
full_name	string	The display name shown on the profile
emails	array	Email addresses extracted from publicly available profile text (use for outreach)
url	string	Direct link to the Instagram profile for quick verification
followers	number	Audience size so you can prioritize leads
following	number	Relative activity/engagement context
post_count	number	Posting volume to gauge consistency
biography	string	Full bio text (useful for notes, targeting, and validation)
external_url	string	The website/link-in-bio for extra context
profile_pic_url	string	Profile image URL (handy for enrichment and dashboards)
is_verified	boolean	Quick credibility signal for influencer or B2B outreach
is_business_account	boolean	Helps you identify business profiles for Instagram B2B lead generation
is_professional_account	boolean	Helps you identify professional accounts for more relevant outreach

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

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Why Instagram Leads Generator - B2B & B2C Email Finder?

There are a lot of ways to pull data from Instagram — here’s what sets Instagram Leads Generator - B2B & B2C Email Finder apart.

Keyword-based lead discovery

You drive discovery by providing keywords, and the actor processes each keyword to build an outreach-ready Instagram prospecting tool dataset. This makes it easier to run repeatable Instagram outreach email list builds instead of one-off searches.

Email-focused filtering option

In “find leads with email only” mode, results are filtered so you keep profiles where extracted contact emails exist. This is especially useful for Instagram email scraper workflows where you specifically need emails, not just profiles.

Complete profile + contact details

Each stored record includes Instagram profile data plus emails along with fields like biography, external_url, and follower metrics. That means your Instagram email finder output is ready for outreach, analysis, and lead scoring.

Resilient bulk processing

The actor includes retry logic and uses batch enrichment so you can scale Instagram contact email extraction across multiple profiles without babysitting every request. The result is a steadier pipeline for Instagram lead generation tool runs.

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Configuring Your Run

Drop this into your input.json to get started:

{
  "keywords": ["marketing", "fitness"],
  "country": "United States",
  "maxLeadsPerKeyword": 20,
  "scrapeLeadsWithEmail": true
}

Parameter	Required	What It Does
keywords	✅	List of keywords to search for Instagram profiles. Each keyword is handled separately so you can keep results organized.
country	⬜	Filters results by country. Leave it empty for worldwide results.
maxLeadsPerKeyword	⬜	Sets the maximum number of leads to collect for each keyword (1–500).
scrapeLeadsWithEmail	⬜	If enabled, the actor searches for profiles that have emails in their bio; if disabled, it collects all profiles matching keywords.

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Core Capabilities

Bulk lead generation by keywords

Use the keywords array to discover Instagram profiles for different themes and segments. This is a practical way to build an Instagram to email list builder that stays structured by keyword.

B2B and B2C friendly output

The dataset includes email addresses (emails) alongside profile context such as followers, post_count, biography, and account-type flags (is_business_account, is_professional_account). That mix works well for both Instagram B2B lead generation and Instagram B2C lead generation.

Email discovery mode for targeted outreach

When scrapeLeadsWithEmail is enabled, results are filtered to keep only profiles with extracted email addresses. This focuses your Instagram email finder results on contactable leads instead of accumulating non-contact profiles.

Retries and fallbacks for smoother runs

The actor is designed to handle transient issues with retry logic and batching behavior during enrichment. You get more reliable large-batch performance for Instagram email scraper runs.

Dataset-ready, integration-friendly records

Results are written to the Apify dataset with a consistent set of fields, including keyword, username, emails, and profile metrics. Your Instagram contact email extraction output can be exported or piped directly into your workflow.

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Who Gets the Most Out of This

Here’s how different teams put Instagram Leads Generator - B2B & B2C Email Finder to work:

Sales Development Reps — Use the Instagram outreach email list output to contact prospects with email addresses and validate relevance using biography, external_url, and follower metrics. You end up with a cleaner pipeline than manual profile browsing.

Influencer and Creator Marketers — Run Instagram prospecting tool searches by niche keywords and prioritize leads using is_verified, follower counts, and post activity. The resulting list is immediately usable for outreach and campaign shortlisting.

Recruiters and Talent Sourcers — For roles where candidates self-identify on Instagram, this can help generate a contact-focused shortlist by extracting emails from publicly available bios. The keyword grouping helps you keep searches aligned to specific hiring funnels.

Freelance Researchers and Data Analysts — Build structured datasets for analysis by combining keyword discovery with consistent profile fields like followers, following, and post_count. This makes it easier to quantify lead quality and compare segments.

Automation specialists and developers — Use the predictable dataset schema (including keyword, username, emails, and url) to feed downstream systems for enrichment, scoring, or outbound workflows via the Apify API.

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Step-by-Step: How to Use It

No coding needed. Here's how to run Instagram Leads Generator - B2B & B2C Email Finder from start to finish:

1. Open the actor on Apify: use the actor page on console.apify.com.
2. Enter your inputs: set keywords, optionally set country, choose maxLeadsPerKeyword, and decide whether scrapeLeadsWithEmail should be enabled.
3. Configure proxy settings: if your Apify run uses proxy support, configure it in the run settings for reliability.
4. Hit Run and monitor the live log as the actor processes each keyword.
5. View results in the dataset tab as enriched profile records are generated.
6. Export your data as JSON, CSV, or Excel from the dataset.

The whole process takes under 5 minutes to set up.

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Integrations & Export Options

Once your data is collected, Instagram Leads Generator - B2B & B2C Email Finder plugs directly into your existing workflow.

Export your dataset in common formats like JSON, CSV, and Excel directly from the Apify dataset tab. For teams that prefer spreadsheets, you can also load the results into tools that accept file imports.

For automation and engineering workflows, you can use API access to pull results programmatically (see apify.com/docs/api), or trigger downstream steps with webhooks when runs complete. You can also connect via Zapier / Make (Integromat) and run on a scheduled basis for recurring Instagram email finder cycles.

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Pricing & Free Trial

Instagram Leads Generator - B2B & B2C Email Finder runs on the Apify platform, which offers a free tier — no credit card required to get started. The exact credits and pricing depend on your Apify plan and the usage of actor compute.

For cost planning, Apify uses pay-as-you-go style billing for actor compute units (CU) rather than charging a per-row processing fee. Start for free at apify.com and scale when you’re ready.

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Reliability & Performance

What We Handle	How
Rate-limit pressure	Designed for resilient bulk processing with pacing and retries
Transient request failures	Includes retry logic during page scraping and enrichment
Empty-result pages	Stops when consecutive empty pages are reached in each search mode
Partial progress	Saves results as they’re produced for each keyword batch
Large batches	Concurrent enrichment with a controlled max_concurrent level
Contact availability	Filters to leads with emails when scrapeLeadsWithEmail is enabled

Limitations: This actor works on publicly available data; it can’t access private or login-gated Instagram content. If a profile bio doesn’t contain extractable email addresses, those leads won’t appear in email-only mode.

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

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Frequently Asked Questions

Is there a free plan or trial for Instagram Leads Generator - B2B & B2C Email Finder?

Apify offers a free tier for actor runs. You can start with test searches and export small batches to confirm the output quality before scaling up.

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

No. This actor is built to work with publicly available data, so you can run keyword searches and generate leads without providing login credentials.

How accurate is the data extracted by this Instagram email finder?

Accuracy depends on what the account owner publishes in publicly available profile text. The actor extracts email addresses it can detect from the profile biography when you enable email-only filtering.

How many results can I get per run?

You control results using maxLeadsPerKeyword, which supports a maximum value of 500 per keyword. The actor processes each keyword separately, so total volume depends on the number of keywords you provide.

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

Data freshness is tied to when you run the actor. Each run generates a snapshot of profile details at the time the actor fetches and enriches them.

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

The actor accesses publicly available data and does not scrape private, login-gated content. Still, you are responsible for compliance with GDPR, CCPA, platform terms, and any applicable local regulations for your use.

Can I export results to Google Sheets or Excel?

Yes. You can export your Apify dataset as JSON, CSV, or Excel from the dataset tab. From there, you can import into Google Sheets or other tools that accept CSV/Excel.

Can I run this on a schedule automatically?

Yes. Apify supports scheduled runs for actors, so you can automate recurring lead generation cycles using the same input configuration.

Can I access this via API?

Yes. You can use the Apify API to trigger runs and retrieve dataset results programmatically—useful for integrating Instagram B2B lead generation into your own systems.

What happens if the actor hits an error?

The actor uses retry logic and keeps processing other profiles and batches as it can. If pages are repeatedly empty in a given mode, it stops that keyword search after reaching its empty-page threshold.

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Need Help or Have a Request?

Got a question about Instagram Leads Generator - B2B & B2C Email Finder or want a new feature added? Reach out at dataforleads@gmail.com. We welcome feedback on improvements like batch CSV upload and webhook notifications on completion. The actor is actively maintained based on user needs.

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Disclaimer & Responsible Use

Instagram Leads Generator - B2B & B2C Email Finder is the fastest, most reliable way to generate email-equipped Instagram leads — start your free run today. This actor collects publicly available data and does not access private profiles, login-gated content, or password-protected pages. You are responsible for complying with GDPR, CCPA, platform ToS, and applicable local laws. For data removal requests, contact dataforleads@gmail.com. Use responsibly, ethically, and only for lawful purposes.