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Instagram Profile Scraper | Extract Instagram Profile Data at Scale

Scrape full Instagram profile data — followers, posts, bio, related profiles, IGTV videos and the latest posts feed — from any public Instagram profile. No login, no browser automation, no blocks. Just paste a profile Username or handle and get clean structured JSON in seconds.

⭐ Fast & Reliable | 🔒 Public Profile Data | 📦 Bulk Profile Support

What Is This Actor?

This Apify actor extracts Instagram profile data from any public Instagram account via the Scraper. It normalises the raw GraphQL profile payload into a flat, Apify-friendly schema so you can immediately plug it into spreadsheets, dashboards or downstream pipelines.

Whether you need to enrich a single creator profile or batch-scrape hundreds of competitors, this scraper handles it with zero manual effort.

What Data Can You Extract?

Use Cases

• 👥 Influencer Research — Vet creators by followers, engagement, business category and recent content
• 📊 Competitor Analysis — Track competitor follower growth, posting cadence and top-performing content
• 🤖 AI & NLP Pipelines — Feed real captions and bios into sentiment analysis or LLM fine-tuning
• 📣 Marketing & Outreach — Build curated lists of niche creators with verified contact data
• 🔍 E-commerce Due Diligence — Verify a brand's social proof before partnership or investment
• 📈 Audience Monitoring — Track your own profile's stats and recent post performance over time

Input Parameters

How to Use

1. Single Profile

{
"Instagram Username":["jane"]
}

2. Multiple Profiles

{
"Instagram Username":["jane","nasa","instagram"]
}

Output Example

{
"inputUrl":"https://www.instagram.com/jane/",
"url":"https://www.instagram.com/jane/",
"username":"jane",
"fullName":"Jane Williamson",
"biography":"THE Utah Mom\nmostly making fun of myself\nFounder @drinksteamy",
"followersCount":1937389,
"followsCount":946,
"postsCount":1726,
"igtvVideoCount":3,
"highlightReelCount":24,
"verified":true,
"private":false,
"isBusinessAccount":false,
"joinedRecently":false,
"businessCategoryName":null,
"externalUrl":"http://linktr.ee/janeinsane",
"externalUrlShimmed":"https://l.instagram.com/?u=http%3A%2F%2Flinktr.ee%2Fjaneinsane&...",
"externalUrls":["http://linktr.ee/janeinsane","http://drinksteamy.com"],
"bioLinks":[
{
"title":"Link tree (shop my outfits)",
"lynx_url":"https://l.instagram.com/?u=http%3A%2F%2Flinktr.ee%2Fjaneinsane&...",
"url":"http://linktr.ee/janeinsane",
"link_type":"external"
}
],
"profilePicUrl":"https://scontent.cdninstagram.com/...",
"profilePicUrlHD":"https://scontent.cdninstagram.com/...",
"id":"21393171",
"fbid":"17841400515130334",
"pronouns":[],
"latestIgtvVideos":[
{
"type":"Video",
"shortCode":"Cbajqt5DrE6",
"url":"https://www.instagram.com/p/Cbajqt5DrE6/",
"caption":"Immediately asleep😂 ...",
"likesCount":2714,
"commentsCount":19,
"videoViewCount":175866,
"videoDuration":121.433,
"timestamp":"2022-03-22T17:47:30.000Z"
}
],
"latestPosts":[
{
"type":"Video",
"shortCode":"DYfnOs4yLVm",
"url":"https://www.instagram.com/p/DYfnOs4yLVm/",
"caption":"That's a great question. Let's break it down👹",
"hashtags":["pov","chat","chatgpt","momhumor","momlife"],
"mentions":[],
"likesCount":45835,
"commentsCount":415,
"videoViewCount":511767,
"timestamp":"2026-05-18T20:50:39.000Z",
"productType":"clips"
}
],
"relatedProfiles":[
{
"id":"207886477",
"full_name":"Sarah Beeston",
"is_private":false,
"is_verified":true,
"profile_pic_url":"https://scontent.cdninstagram.com/...",
"username":"sarah_bee"
}
]
}

FAQ

Can I scrape multiple profiles at once? Yes — add multiple URLs or handles to the startUrls array. Each profile is processed sequentially with a short delay to avoid rate limiting.

Does this work for private profiles? The API returns metadata (bio, follower counts, profile picture) for private profiles, but latestPosts and latestIgtvVideos will be empty since their content is not publicly visible.

What does joinedRecently mean? Instagram flags accounts created within roughly the last few months. Useful for spotting throwaway or freshly-created accounts.

Need Help?

Open an issue on the Apify platform or email: vistics99@gmail.com — we respond within 24 hours. ⚡