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Instagram Profile Stats Scraper (Followers, Following & Posts)

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Scrape Instagram profile stats including followers, following, posts, bio, and more from usernames or profile URLs. Fast, scalable, and ideal for analytics, lead generation, and automation workflows.

Pricing

from $1.60 / 1,000 results

Rating

5.0

(1)

Developer

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Monthly active users

4 days ago

Last modified

🔥 Instagram Profile Stats Scraper (with Posts & Videos)

Scrape complete Instagram profile data by username, including:

Followers / following / posts
Bio, links, categories
Business/contact info
Latest post summary
📸 Recent posts
🎬 Recent videos (Reels / clips)

Built for high-scale data extraction, with budget-aware execution (PPE) and smart retry handling.

🚀 Features

Full profile metadata
recentPosts (timeline posts)
recentVideos (reels / clips)
Username normalization (@handle, URL, etc.)
Deduplication
Smart retries (skips invalid users)
Budget-aware execution (PPE)
Graceful stop when budget is reached

📥 Input

{
  "usernames": [
    "instagram",
    "@cristiano",
    "https://www.instagram.com/nike/"
  ]
}

📤 Output

👤 Profile

{
  "username": "instagram",
  "fullName": "Instagram",
  "followersCount": 700000000,
  "followsCount": 175,
  "postsCount": 8421,
  "biography": "...",
  "externalUrl": "...",
  "isVerified": true,
  "isPrivate": false
}

📸 latestMedia

{
  "shortcode": "ABC123",
  "url": "...",
  "caption": "...",
  "likesCount": 1000,
  "commentsCount": 50
}

📸 recentPosts

[
  {
    "shortcode": "XYZ123",
    "url": "https://www.instagram.com/p/XYZ123/",
    "caption": "...",
    "likesCount": 1200,
    "commentsCount": 80,
    "isVideo": false
  }
]

🎬 recentVideos

[
  {
    "shortcode": "VID123",
    "url": "...",
    "videoUrl": "...",
    "videoViewCount": 50000
  }
]

❌ Error Handling

If profile is invalid or restricted:

{
  "success": false,
  "data": "data not found"
}

✔ No retries
✔ Saved as error (if enabled)

💸 Pricing (PPE)

Event: apify-default-dataset-item
1 profile = 1 charge

✔ Trims input if budget is lower
✔ Stops when budget ends

📦 Dataset

Results are stored in:

{{links.apiDefaultDatasetUrl}}/items

⚠️ Notes

Private profiles may return limited data
Arrays (recentPosts, recentVideos) are best viewed via JSON export

Happy scraping 🚀

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