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Instagram Profile Scraper — Bulk, Fast & Affordable · 50+ Fields · $1/1K

📌 Overview

The fastest and cheapest way to scrape Instagram profiles in bulk. Extract 50+ data points from any public Instagram profile — bio, followers, business info, contact details, bio links, and enriched recent posts with hashtags, mentions, carousel images, and direct video URLs.

Just paste usernames, @handles, or profile URLs → get structured JSON output in seconds.

📦 Built for bulk · ⚡ Ultra Fast — 500/min 🚀 · 💰 $1 per 1,000 profiles · 🗂️ 50+ fields

🚀 Why This Scraper?

✅ Full API data — Returns the complete Instagram response. Every field, nothing stripped out. New fields Instagram adds appear automatically.

✅ Engagement metrics on every post — Likes, comments, video views, and reshare status included on each post. Calculate engagement rates at scale without extra API calls. Detects when creators hide their metrics (hide_like_and_view_counts, comments_disabled).

✅ Enriched posts — Recent posts come with parsed hashtags, mentions, carousel images with individual dimensions, direct video URLs, alt text, tagged users, coauthor detection, and pinned post flags. Not just captions and likes.

✅ Bio links included — Full bio_links array with resolved URLs and Instagram tracking links (lynx_url). Most scrapers skip this.

✅ Related profiles — Instagram's own suggested accounts come back as a clean relatedProfiles array (username, name, verified, profile picture). Scrape one competitor → discover all similar accounts → scrape those too. Perfect for prospection loops.

✅ Cross-platform IDs — Get fbid and eimu_id to link Instagram profiles to their Meta/Facebook identity. Perfect for cross-platform enrichment.

✅ Direct video URLs — Get actual .mp4 video URLs for Reels and video posts, not just thumbnails. Multiple quality levels available via DASH manifests.

✅ Account trust signals — Spot fake or new accounts with is_joined_recently, check Meta Verified status, and detect Threads presence — all in one call.

✅ Ultra Fast — 500/min 🚀 — Pure HTTP requests, no browser.

✅ Cheapest on the Store — $1.00 per 1,000 profiles. No hidden fees. No browser overhead.

🔧 How It Works

1. Add profiles — Paste usernames, @handles, or Instagram URLs
2. Click Start — The scraper fetches all public data via Instagram's API
3. Download results — Export in JSON, CSV, or Excel

No login required. No cookies. No Instagram account needed.

📤 What You Get

🧑‍💼 Profile Data

🖼️ Recent Posts (up to 12)

📦 Example Output

{
"username":"natgeo",
"full_name":"National Geographic",
"biography":"Experience the world through the eyes of National Geographic photographers.",
"bio_links":[
{
"url":"https://www.nationalgeographic.com",
"title":"nationalgeographic.com",
"link_type":"external"
}
],
"followersCount":284000000,
"followsCount":150,
"postsCount":32000,
"is_verified":true,
"is_business_account":true,
"category_name":"Media/News Company",
"business_email":"contact@natgeo.com",
"business_phone_number":"+1 202-857-7000",
"fbid":"17841400229977610",
"eimu_id":"100719121328287",
"has_onboarded_to_text_post_app":true,
"hide_like_and_view_counts":false,
"is_joined_recently":false,
"relatedProfiles":[
{
"id":"13460080",
"username":"natgeotravel",
"full_name":"National Geographic Travel",
"is_verified":true,
"is_private":false,
"profile_pic_url":"https://scontent.cdninstagram.com/v/...jpg"
}
],
"scrapedAt":"2026-02-13T16:25:31.312Z",
"latestPosts":[
{
"shortcode":"ABC123",
"type":"Sidecar",
"caption":"A breathtaking view of the Northern Lights #NorthernLights #Iceland",
"hashtags":["NorthernLights","Iceland"],
"mentions":[],
"likesCount":1500000,
"commentsCount":3200,
"comments_disabled":false,
"timestamp":"2026-02-12T18:00:00.000Z",
"images":["https://scontent.cdninstagram.com/v/...1.jpg","..."],
"video_url":"https://scontent.cdninstagram.com/o1/v/...video.mp4",
"video_view_count":520000,
"coauthor_producers":[],
"pinned_for_users":[]
}
]
}

The output includes all fields from the Instagram API. The example above shows common fields — additional fields may appear depending on account type and API changes.

⚡ Performance

🧠 Use Cases

• Lead generation — Find business emails and phone numbers from Instagram profiles at scale
• Influencer marketing — Analyze engagement rates, spot hidden metrics, flag suspicious accounts, and compare content categories
• Competitor analysis — Track competitor profiles, posting frequency, and bio changes
• Account discovery — Use relatedProfiles to snowball from one target profile into hundreds of similar accounts
• Social media dashboards — Feed profile data into your analytics tools
• Market research — Map businesses by category, location, and audience size
• CRM enrichment — Match Instagram handles to contact details and cross-platform Meta IDs
• Collab tracking — Detect partnership posts via coauthor_producers
• Fraud detection — Flag recently created accounts, hidden engagement metrics, and disabled comments

📬 Support

Questions? Need help? Contact us at hello@figue.io

🚀 The most complete Instagram profile data at the best price. Start scraping now!