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Instagram Profile Data Extractor

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Instagram Profile Data Extractor

Instagram Profile Data Extractor

Extract detailed Instagram profile data from one or multiple usernames or profile URLs. Get usernames, full names, bios, profile photos, follower counts, following counts, verification status, business information, bio links, account metadata, and more in structured JSON format.

Pricing

from $7.99 / 1,000 results

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Alpha Scraper

Alpha Scraper

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1

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3 days ago

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🚀 Instagram Profile Data Extractor

⭐ Extract Detailed Instagram Profile Data in Seconds

The Instagram Profile Data Extractor is a powerful Apify actor designed to collect comprehensive public profile information from Instagram accounts.

Whether you're a marketer, researcher, developer, agency, analyst, recruiter, brand manager, or data enthusiast, this tool helps you gather valuable Instagram profile metadata from one or multiple Instagram usernames at scale.

Simply provide one or multiple Instagram usernames or profile URLs and receive structured profile data ready for analysis, storage, reporting, automation, or integration into your workflows.


🔥 Why Use This Instagram Profile Scraper?

Instagram contains valuable public profile information that can be used for:

✅ Market Research

✅ Influencer Discovery

✅ Competitor Analysis

✅ Brand Monitoring

✅ Lead Generation

✅ Social Media Intelligence

✅ Audience Research

✅ Creator Research

✅ Business Profile Analysis

✅ Data Collection Projects

✅ CRM Enrichment

✅ Social Media Analytics

✅ Profile Verification Checks

✅ Profile Monitoring

This actor makes collecting Instagram profile information simple, fast, and scalable.


🔥 Keywords

Instagram Profile Scraper, Instagram Profile Data Extractor, Instagram User Data Scraper, Instagram Metadata Extractor, Instagram Profile Information Export, Instagram User Lookup Tool, Instagram Account Data Scraper, Instagram Public Profile Scraper, Instagram Analytics Data Extractor, Instagram Business Profile Scraper, Instagram Creator Profile Scraper, Instagram Profile Dataset Export, Instagram Profile Intelligence Tool, Instagram Social Media Data, Instagram User Metadata API, Instagram Profile Research Tool, Instagram Influencer Data Scraper, Instagram Marketing Research Tool, Instagram User Information Extractor, Instagram Profile Analytics Dataset.


🎯 What Data Does This Actor Provide?

The actor extracts detailed profile-level information from Instagram accounts.

Available data includes:

👤 Basic Profile Information

  • Username
  • Full Name
  • Biography
  • Category
  • Account Type

🖼 Profile Images

  • Profile Picture URL
  • High Resolution Profile Picture URL
  • External Website URL
  • Bio Links
  • Link Titles
  • Link Types
  • Pinned Links Information

📊 Profile Statistics

  • Followers Count
  • Following Count
  • Reels Count

🏢 Business Information

  • Business Account Status
  • Professional Account Type
  • Category Information

✔ Verification Information

  • Verification Status

🔒 Privacy Information

  • Public/Private Status

🏷 Additional Metadata

  • Internal Profile IDs
  • Facebook Linked IDs
  • Transparency Availability
  • Memorialized Status
  • Publishing Status
  • Embed Settings
  • Creator Marketplace Visibility
  • Category Display Settings

And many additional profile attributes whenever available.


🚀 Key Features

✅ Scrape Multiple Profiles At Once

Provide one or hundreds of usernames in a single run.

✅ Username Or URL Support

Input can be:

cristiano

or

https://www.instagram.com/cristiano/

Both formats are supported.

✅ Structured JSON Output

Receive clean and organized JSON output.

✅ Public Profile Intelligence

Collect important profile metadata for research and analysis.

✅ Ready For Automation

Integrate results into dashboards, databases, spreadsheets, APIs, CRMs, and workflows.

✅ Bulk Data Collection

Collect information from many Instagram profiles efficiently.

✅ Export-Friendly Dataset

Results are compatible with:

  • JSON
  • CSV
  • Excel
  • API Integrations
  • Data Warehouses
  • Business Intelligence Tools

📥 Input Example

You can provide usernames, profile URLs, or both.

{
"usernames": [
"https://www.instagram.com/khloekardashian/",
"https://www.instagram.com/selenagomez/",
"leomessi",
"mrbean"
]
}

📤 Output Example

[
{
"pk": "208560325",
"id": "208560325",
"fbid_v2": "17841401449753258",
"username": "khloekardashian",
"full_name": "Khloé Kardashian",
"biography": "XO Blue Available Now 🩵",
"category": "",
"is_verified": true,
"is_private": false,
"is_business": false,
"account_type": 3,
"profile_pic_url": "https://scontent.cdninstagram.com/v/t51.82787-19/628369574_18657726286048326_3065480391393069032_n.jpg?stp=dst-jpg_s150x150_tt6&_nc_cat=1&ccb=7-5&_nc_sid=f7ccc5&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLnd3dy4xMDgwLkMzIn0%3D&_nc_ohc=wd6BTK6BxrIQ7kNvwH5k9YO&_nc_oc=AdqSaq1zpAcKSOweGtlAVZkW74yTu3Rt-wkoWDBaQu3GeYRl0sN28hhxxCk_M1NHnbs&_nc_zt=24&_nc_ht=scontent.cdninstagram.com&_nc_gid=fsggU5uqM7rx96Aq0HsXUA&_nc_ss=7d980&oh=00_Af_mFV-hCz3yQuaI_q5qDceHdOYAdYXQmLY2XseOL20Q4Q&oe=6A4695BB",
"hd_profile_pic_url": null,
"external_url": "https://www.ulta.com/p/xo-khloe-pimprod2049077?sku=2632566",
"external_lynx_url": "https://l.instagram.com/?u=https%3A%2F%2Fwww.ulta.com%2Fp%2Fxo-khloe-pimprod2049077%3Fsku%3D2632566&e=AUCRXW3t1VNkwWcV11gLN-egxHXNgqMKHyapWOpR1x8RsH-oTC3WP4zFJocjtj_59SDXeHkxBbqzQ0kKc6_6ANyneLHAPCAFK3k6vHk5-s_z1yUScDUiyamO7AGo7o_-ON5DtEfyLYWl7CvWdQSERg",
"bio_links": [
{
"title": "XO Khloé Fragrance",
"url": "https://www.ulta.com/p/xo-khloe-pimprod2049077?sku=2632566",
"link_type": "external",
"is_pinned": false
},
{
"title": "Khloud Foods",
"url": "http://khloudfoods.com",
"link_type": "external",
"is_pinned": false
},
{
"title": "Fabletics x Khloé",
"url": "http://fabletics.com/bykhloe",
"link_type": "external",
"is_pinned": false
},
{
"title": "Khloé in Wonder Land Podcast",
"url": "https://youtube.com/@khloekardashian?si=UeRv0qp8CvulGrpS",
"link_type": "external",
"is_pinned": false
},
{
"title": "Good American",
"url": "https://www.goodamerican.com",
"link_type": "external",
"is_pinned": false
}
],
"follower_count": 292628503,
"following_count": 152,
"total_clips_count": 1,
"show_account_transparency_details": true,
"is_memorialized": false,
"is_unpublished": false,
"is_embeds_disabled": false,
"is_cannes": false,
"is_regulated_c18": false,
"show_text_post_app_badge": true,
"hide_creator_marketplace_badge": false,
"should_show_category": false,
"input_url": "https://www.instagram.com/khloekardashian/"
},
{
"pk": "427553890",
"id": "427553890",
"fbid_v2": "17841401016706680",
"username": "leomessi",
"full_name": "Leo Messi",
"biography": "Bienvenidos a la cuenta oficial de Instagram de Leo Messi / Welcome to the official Leo Messi Instagram account",
"category": "Athlete",
"is_verified": true,
"is_private": false,
"is_business": false,
"account_type": 2,
"profile_pic_url": "https://scontent.cdninstagram.com/v/t51.2885-19/424905549_7243065989106669_45026390061580919_n.jpg?stp=dst-jpg_s150x150_tt6&_nc_cat=1&ccb=7-5&_nc_sid=f7ccc5&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLnd3dy4xMDgwLkMzIn0%3D&_nc_ohc=muehnZezqWwQ7kNvwGUb-uU&_nc_oc=AdpDwGbhlOigGq5njRxMnorRxVTcMrxMWq4Rue-2FhqzV5y-5L9i1X75n1oiM6zzWXo&_nc_zt=24&_nc_ht=scontent.cdninstagram.com&_nc_ss=7d980&oh=00_Af8Q053SCXBw2ylZLLF6gQo2Q14iTw452QiSFe_J2-Rw0g&oe=6A467DF1",
"hd_profile_pic_url": null,
"external_url": "http://instagram.com/uecornella",
"external_lynx_url": "https://l.instagram.com/?u=https%3A%2F%2Finstagram.com%2Fuecornella&e=AUAtuSFC_p78blnrgKG3uMQxLoZBU-SsLsTzeofiM2I6bRzxlvHPcthq1GVr-iU6I5r-yTESRo6MhZmh2yuZTLbZ14bbYx6q45xv1-v3PbwZqBUpgIB8kH8EtHDO4Q8TM5yIpZG4omIFeeoAx_PEoQ",
"bio_links": [
{
"title": "UE CORNELLÀ ⚽️🟢",
"url": "http://instagram.com/uecornella",
"link_type": "external",
"is_pinned": false
},
{
"title": "The Messi Experience 🔥⚽️🔟",
"url": "http://themessiexperience.com",
"link_type": "external",
"is_pinned": false
},
{
"title": "Score more Messi ⚽️",
"url": "https://www.lowes.com/l/sports",
"link_type": "external",
"is_pinned": false
}
],
"follower_count": 510876250,
"following_count": 366,
"total_clips_count": 1,
"show_account_transparency_details": true,
"is_memorialized": false,
"is_unpublished": false,
"is_embeds_disabled": false,
"is_cannes": false,
"is_regulated_c18": false,
"show_text_post_app_badge": false,
"hide_creator_marketplace_badge": false,
"should_show_category": true,
"input_url": "leomessi"
},
{
"pk": "460563723",
"id": "460563723",
"fbid_v2": "17841400591697196",
"username": "selenagomez",
"full_name": "Selena Gomez",
"biography": "by Grace through Faith ✝️ “In The Dark” & “I Said I Love You First...And You Said It Back” Out\nFounder @rarebeauty\nFounder/CIO @officialwondermind",
"category": "Artist",
"is_verified": true,
"is_private": false,
"is_business": false,
"account_type": 3,
"profile_pic_url": "https://scontent.cdninstagram.com/v/t51.75761-19/506310332_18609160939019724_3952420009186030627_n.jpg?stp=dst-jpg_s150x150_tt6&_nc_cat=1&ccb=7-5&_nc_sid=f7ccc5&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLnd3dy4xMDMyLkMzIn0%3D&_nc_ohc=J8UHUCGllLgQ7kNvwHWbDDL&_nc_oc=Ado1ZrawdFWrJaNua_owlhx8s4ye6SjSQpk5x1f-3D1W-0_hp2f5pkVnixbrVep6gjY&_nc_zt=24&_nc_ht=scontent.cdninstagram.com&_nc_gid=stddpz4euw4Cu_xVZR-Cgw&_nc_ss=7d980&oh=00_Af-fcYOz5-K0VQ7L5E9qvB8dxI8nJ4ZqOXvi25LZ--5RQQ&oe=6A466B74",
"hd_profile_pic_url": null,
"external_url": "https://linktr.ee/selenagomez",
"external_lynx_url": "https://l.instagram.com/?u=https%3A%2F%2Flinktr.ee%2Fselenagomez&e=AUCgcNLsfYAQQiU6JUDgFiyX_nnTBDwleydA_W2ELCe6ESBz2JOwAOb_XBGLAqjdj9_hBuiIgeQdKFaT3KCsMyn_gQOXn19FpLF8FHfud6O8mTsGdf9L8wQayRzPCkkf0TqYYBCcylws6oS3Hgk6Pg",
"bio_links": [
{
"title": "",
"url": "https://linktr.ee/selenagomez",
"link_type": "external",
"is_pinned": false
},
{
"title": "Official Store",
"url": "http://selenagomez.lnk.to/shop",
"link_type": "external",
"is_pinned": false
}
],
"follower_count": 405201958,
"following_count": 364,
"total_clips_count": 1,
"show_account_transparency_details": true,
"is_memorialized": false,
"is_unpublished": false,
"is_embeds_disabled": false,
"is_cannes": false,
"is_regulated_c18": false,
"show_text_post_app_badge": true,
"hide_creator_marketplace_badge": false,
"should_show_category": true,
"input_url": "https://www.instagram.com/selenagomez/"
},
{
"pk": "4126839805",
"id": "4126839805",
"fbid_v2": "17841404314155854",
"username": "mrbean",
"full_name": "Mr Bean",
"biography": "Welcome to the home of Mr Bean on Instagram 👋\nShop Bean👇🛍️",
"category": "",
"is_verified": true,
"is_private": false,
"is_business": false,
"account_type": 2,
"profile_pic_url": "https://scontent.cdninstagram.com/v/t51.2885-19/15101715_961094567367433_343992409002082304_a.jpg?stp=dst-jpg_s150x150_tt6&_nc_cat=103&ccb=7-5&_nc_sid=f7ccc5&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLnd3dy43MDAuQzMifQ%3D%3D&_nc_ohc=R0YfzRlnj5gQ7kNvwHc_7pt&_nc_oc=AdpEYiMFK01jcF0aIkw1uf9nVZJ54J7NWMLPDJEfqtK9fZrM-17BaSk2CXKVngzLLqM&_nc_zt=24&_nc_ht=scontent.cdninstagram.com&_nc_ss=7d580&oh=00_Af_eKH216JuHwZvn1kGQF9iaxyeVnGigqJli097pcAtrbg&oe=6A4675B9",
"hd_profile_pic_url": null,
"external_url": "https://mr-bean-shop.fourthwall.com/en-gbp/",
"external_lynx_url": "https://l.instagram.com/?u=https%3A%2F%2Fmr-bean-shop.fourthwall.com%2Fen-gbp%2F&e=AUCkiPSYY-_ilm3TD9ENNhTUxB5h6RGuExqC-RJMkkMlMRN32ByqGEAmQjQfmIdT-FR5sE08P2jpYBOZXwsN-J7erAfDDbKQ7ahIZSZnHbSUo6pJx4YwVEDxGTXrf6GL3I0y3HYCv_OaxqGNKItaLg",
"bio_links": [
{
"title": "",
"url": "https://mr-bean-shop.fourthwall.com/en-gbp/",
"link_type": "external",
"is_pinned": false
}
],
"follower_count": 10163398,
"following_count": 41,
"total_clips_count": 1,
"show_account_transparency_details": true,
"is_memorialized": false,
"is_unpublished": false,
"is_embeds_disabled": false,
"is_cannes": false,
"is_regulated_c18": false,
"show_text_post_app_badge": true,
"hide_creator_marketplace_badge": false,
"should_show_category": true,
"input_url": "mrbean"
}
]

📚 Output Fields Explained

pk

Unique Instagram profile identifier.


id

Profile ID associated with the account.


fbid_v2

Associated Facebook identifier when available.


username

Instagram username.

Example:

cristiano

full_name

Public display name of the profile.

Example:

Cristiano Ronaldo

biography

Profile bio text.


category

Public category assigned to the account.

Examples:

  • Athlete
  • Entrepreneur
  • Public Figure
  • Artist
  • Brand

is_verified

Verification badge status.

Values:

true
false

is_private

Profile privacy status.

Values:

true
false

is_business

Indicates whether the profile is a business account.

Values:

true
false

account_type

Instagram account type identifier.


profile_pic_url

Standard profile image URL.


hd_profile_pic_url

High-resolution profile image URL.


external_url

Website URL displayed on profile.


external_lynx_url

Instagram redirect URL associated with external links.


Additional links displayed in profile bio.

Includes:

  • Title
  • URL
  • Link Type
  • Pinned Status

follower_count

Total number of followers.


following_count

Total number of accounts followed.


total_clips_count

Total number of reels available on profile.


show_account_transparency_details

Transparency details availability.


is_memorialized

Indicates memorialized account status.


is_unpublished

Profile publication status.


is_embeds_disabled

Embed availability status.


is_cannes

Additional Instagram profile metadata field.


is_regulated_c18

Age-related profile regulation indicator.


show_text_post_app_badge

Text-based application badge visibility.


hide_creator_marketplace_badge

Creator marketplace badge visibility setting.


should_show_category

Category display visibility status.


input_url

Original input submitted by user.

Useful when processing large batches.


🎯 Common Use Cases

Influencer Research

Analyze creators and influencers before partnerships.

Competitor Monitoring

Track competitor profile information.

Social Media Research

Build datasets for analysis and reporting.

Lead Generation

Identify businesses and creators.

Agency Operations

Collect profile information for client reporting.

Brand Discovery

Find brands and businesses across Instagram.

CRM Enrichment

Enhance existing customer records.

Market Intelligence

Monitor industry leaders and competitors.


⚡ Best Practices

Use Usernames Whenever Possible

Usernames are usually cleaner and easier to manage.

Run Multiple Profiles Together

Bulk runs are more efficient than many small runs.

Store Historical Snapshots

Maintain profile history for trend analysis.

Verify Inputs

Check usernames before running large jobs.

Export Results

Save datasets for future reporting and analysis.


❗ Possible Errors And Solutions

Invalid Username

Cause

Username does not exist.

Solution

Verify spelling before running.


Empty Results

Cause

Profile may be unavailable or temporarily inaccessible.

Solution

Try again later.


Partial Results

Cause

Some profile attributes may not be available.

Solution

This is normal and depends on profile configuration.


Incorrect URL Format

Cause

Malformed profile URL.

Solution

Use format:

https://www.instagram.com/username/

Large Batch Delays

Cause

Processing a large number of profiles.

Solution

Allow sufficient runtime for larger jobs.


📈 Benefits Of This Actor

✅ Fast Profile Collection

✅ Bulk Username Processing

✅ Rich Metadata Extraction

✅ Research-Friendly Output

✅ Analytics Ready

✅ Automation Ready

✅ Export Ready

✅ Business Intelligence Ready

✅ Marketing Friendly

✅ Agency Friendly

✅ Developer Friendly

✅ Scalable Data Collection


🏆 Who Uses This Actor?

  • Digital Marketers
  • Influencer Agencies
  • SEO Specialists
  • Social Media Managers
  • Researchers
  • Recruiters
  • Brand Managers
  • Data Analysts
  • Growth Teams
  • Startups
  • Enterprises
  • Developers

💡 Pro Tip

For the best results, provide multiple Instagram usernames in a single run and export the dataset for further analysis in spreadsheets, dashboards, databases, or reporting tools.

This approach makes it easy to build large Instagram profile datasets for business intelligence, competitor monitoring, influencer research, lead generation, and social media analytics projects.


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