Instagram Profile & Posts Scraper 2026 (No API Key) avatar

Instagram Profile & Posts Scraper 2026 (No API Key)

Pricing

$5.00 / 1,000 result scrapeds

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Instagram Profile & Posts Scraper 2026 (No API Key)

Instagram Profile & Posts Scraper 2026 (No API Key)

Scrape Instagram profiles — extract bio, follower count, post count, following, profile URL, and public post data. No login required. CSV/JSON output.

Pricing

$5.00 / 1,000 result scrapeds

Rating

0.0

(0)

Developer

Web Data Labs

Web Data Labs

Maintained by Community

Actor stats

0

Bookmarked

25

Total users

10

Monthly active users

5 days ago

Last modified

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Instagram Profile & Posts Scraper 2026 — No API Key

Extract complete Instagram profile data and recent posts from any public account. No Facebook Developer account, no Graph API approval, no login required.

Free to try — if this actor saves you time, leave a quick review. It takes 30 seconds and helps other researchers find it.


What It Extracts

Pass one or more Instagram usernames. Get back structured JSON in seconds:

Profile data

  • Username, full name, biography, website URL
  • Follower count, following count, total posts count
  • Verified badge status, business account flag, category
  • HD profile picture URL
  • Profile URL, internal user ID

Recent posts (up to 50 per profile)

  • Caption text with embedded hashtags and mentions
  • Like count, comment count, video view count
  • Post type (image, video, carousel)
  • Media URL, post URL, timestamp

Without a session cookie, Instagram caps what unauthenticated requests return — follower counts and post counts may come back as 0 or 1. Add your sessionid cookie value in the sessionCookie field to get accurate numbers.

The rest of the data (bio, name, verification, posts) is available without it.


Input Parameters

{
"username": "natgeo, nike, tesla",
"action": "profile",
"maxPosts": 24,
"sessionCookie": ""
}
FieldTypeDefaultDescription
usernamestringrequiredInstagram handle(s), comma-separated. Accepts @handle, full URL, or plain username.
actionstring"profile""profile" returns profile + recent posts. "posts" returns posts only.
maxPostsinteger24Max recent posts per profile. Range: 1–50.
sessionCookiestring""Your Instagram sessionid cookie value. Optional but recommended for full data.

Accepted username formats:

  • natgeo
  • @nike
  • https://www.instagram.com/tesla/
  • natgeo, nike, tesla (comma-separated list)

Example Output

{
"username": "natgeo",
"fullName": "National Geographic",
"biography": "Experience the world through the eyes of National Geographic photographers.",
"followerCount": 281500000,
"followingCount": 132,
"postCount": 29847,
"isVerified": true,
"isPrivate": false,
"category": "Media",
"externalUrl": "https://natgeo.com",
"profilePicUrl": "https://instagram.fcdn.net/v/t51.2885-19/...jpg",
"profileUrl": "https://www.instagram.com/natgeo/",
"userId": "787132",
"scrapedAt": "2026-04-23T09:15:42.000Z",
"recentPosts": [
{
"postId": "3398271049123456789",
"shortcode": "C6xYzAbC1234",
"type": "GraphImage",
"caption": "A lion surveys the plains at dawn in Kenya's Masai Mara. #wildlife #kenya #africa",
"likeCount": 284932,
"commentCount": 1842,
"videoViewCount": 0,
"isVideo": false,
"imageUrl": "https://instagram.fcdn.net/v/t51.2885-15/...jpg",
"postUrl": "https://www.instagram.com/p/C6xYzAbC1234/",
"timestamp": "2026-04-12T08:30:00.000Z"
},
{
"postId": "3398271049123456790",
"shortcode": "C6xYzAbC5678",
"type": "GraphVideo",
"caption": "Deep inside the Amazon — a species no camera has captured before. #nature #discovery",
"likeCount": 193041,
"commentCount": 2310,
"videoViewCount": 4812000,
"isVideo": true,
"imageUrl": "https://instagram.fcdn.net/v/t51.2885-15/...jpg",
"postUrl": "https://www.instagram.com/p/C6xYzAbC5678/",
"timestamp": "2026-04-09T14:22:10.000Z"
}
]
}

Who Uses This

Influencer marketing teams — vet creators before signing contracts. Compare follower counts, post frequency, and engagement rates across dozens of accounts in one run instead of opening each profile manually.

Brand managers — monitor competitor accounts weekly. Catch changes to bios, track follower milestones, watch which content formats drive the most likes.

Marketing agencies — build client reports with real Instagram metrics. Pull profiles for entire client rosters automatically instead of copying numbers by hand.

Market researchers & academics — analyze posting patterns, engagement benchmarks, and content trends across accounts in a niche. Export to CSV for analysis in Python or R.

Lead generation — build lists of active creators filtered by follower thresholds, post frequency, and category.


Why Not Use the Official Instagram Graph API?

Instagram's Graph API requires a Facebook Developer account, app review, business verification, and only returns data for accounts you manage or that have explicitly granted permissions. For third-party research on public profiles, it is effectively unusable.

This actor works on any public profile instantly — no approvals, no waiting, no account dependencies.


Integrations & Export

Results export to JSON, CSV, or Excel directly from the Apify console. Connect to:

  • Google Sheets — sync actor output automatically
  • Webhooks — push results to your own backend on run completion
  • Zapier / Make — trigger downstream workflows
  • Apify API — call from your own code using the Apify Python or Node.js client

Schedule runs hourly, daily, or weekly to track accounts over time.


Limits

  • Public profiles only — private accounts are skipped
  • Maximum 50 posts per profile per run
  • Add a session cookie for accurate follower/post counts

💰 Pricing

This actor uses Pay-Per-Result (PPE) pricing — $0.005 per profile scraped. You only pay for successful results, not for platform compute time.

  • 100 profiles = $0.50
  • 1,000 profiles = $5.00
  • 10,000 profiles = $50.00

Free tier users can run the actor to test before committing to a paid plan.


⭐ Leave a Review

If this actor saved you time, please take 30 seconds to leave a review: 👉 https://apify.com/cryptosignals/instagram-profile-scraper/reviews

Reviews are the primary way this actor reaches new users and gets maintained and updated.