Instagram Profile Bio And Posts Scraper

Instagram Profile Scraper (Bio & Posts) 🎯

Manually visiting dozens (or hundreds) of Instagram profiles to collect bio details and recent posts wastes hours you could spend on analysis and outreach. Instagram Profile Scraper (Bio & Posts) is built for bulk collection—scrape Instagram profile bio and posts in one run so marketers, recruiters, and growth teams can move faster. This Instagram profile scraper supports the Instagram profile information and Instagram posts scraper workflows many teams use daily. Run it against a list of Instagram profiles to collect thousands of records in minutes.

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What You Get: Sample Output

Here's a sample record from a single run:

{
  "id": "1234567890123456",
  "username": "mrbeast",
  "fullName": "MrBeast",
  "biography": "I make videos on YouTube. Watch now!",
  "biography_with_entities": "I make videos on YouTube. Watch now!",
  "fbid": null,
  "has_channel": false,
  "highlight_reel_count": 0,
  "externalUrls": [
    {
      "title": "Example Link",
      "lynx_url": null,
      "url": "https://example.com",
      "link_type": "external"
    }
  ],
  "external_url": "https://example.com",
  "externalUrlShimmed": null,
  "followersCount": 123456789,
  "followsCount": 12,
  "isBusinessAccount": false,
  "business_address_json": null,
  "businessCategoryName": null,
  "private": false,
  "verified": true,
  "is_joined_recently": false,
  "profilePicUrl": "https://example.com/profile.jpg",
  "hdProfilePicUrl": "https://example.com/profile_hd.jpg",
  "postsCount": 1200,
  "latestPosts": [
    {
      "id": "17891234567890123",
      "productType": "image",
      "mediaType": "GraphImage",
      "shortCode": "AbCdEfGhiJk",
      "url": "https://www.instagram.com/p/AbCdEfGhiJk/",
      "caption": "New post caption text",
      "commentsCount": 123,
      "dimensionsHeight": 1080,
      "dimensionsWidth": 1080,
      "displayUrl": "https://example.com/display.jpg",
      "alt": "Accessibility caption text",
      "location": {},
      "locationName": "",
      "likesCount": 4567,
      "timestamp": "2026-05-15T14:23:45",
      "ownerUsername": "mrbeast",
      "ownerId": "1234567890123456",
      "is_video": false
    }
  ]
}

Output Fields

Field	Type	What It Tells You
id	string	Unique identifier for the Instagram profile
username	string	The profile handle you provided in your input
fullName	string	The display name shown on the profile
biography	string	The raw Instagram bio text for lead matching and segmentation
biography_with_entities	string	Bio text including entity markup as returned by the source
followersCount	integer	Social proof metric for prioritizing outreach
followsCount	integer	Following count for quick profile context
postsCount	integer	Total posts count for assessing activity and longevity
isBusinessAccount	boolean	Lets you separate business vs creator profiles for targeting
verified	boolean	Verification status to help filter high-trust accounts
profilePicUrl	string	Profile picture URL for enrichment and UI previews
externalUrls	array	Link-in-bio style external URLs with link metadata
latestPosts	array	A list of the profile’s latest posts with media details
locationName (inside latestPosts)	string	Human-readable location for local audience research

Export your dataset as JSON, CSV, or Excel — straight from the Apify dashboard.

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Why Instagram Profile Scraper (Bio & Posts)?

There are a lot of ways to pull data from Instagram—here's what sets Instagram Profile Scraper (Bio & Posts) apart.

Scrapes Profile Bio and Latest Posts in One Output

Instead of juggling multiple tools or manual copying, this Instagram data scraper returns structured profile information plus latestPosts in a single record. It’s ideal if you’re building a prospect list and want context right away.

Works Without Login for Public Profiles

This Instagram account scraper is designed to work on publicly accessible data. You provide profile URLs or usernames, and the actor fetches the profile and recent post details without requiring you to log in.

Includes Retries and Fallbacks for Resilience

The actor attempts to fetch profile data multiple times when requests fail, and it uses fallbacks to keep output populated where possible. This helps when you’re running Instagram profile scraping software against larger lists.

Structured Output Ready for Marketing and Analysis

Results are pushed as clean JSON objects with consistent field names, including biography fields, follower metrics, and a full latestPosts structure. That means your downstream pipeline (spreadsheets, BI tools, CRM imports) can be straightforward.

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Configuring Your Run

Drop this into your input.json to get started:

{
  "startUrls": [
    { "url": "https://www.instagram.com/mrbeast/" },
    { "url": "https://www.instagram.com/examplecreator/" }
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Input Fields

Parameter	Required	What It Does
startUrls	✅	List of Instagram profile URLs or usernames to scrape
↳ startUrls[]	✅	Each item can be a URL or a username entry supported by the actor’s input handling
proxyConfiguration	⬜	Proxy settings for the run (if not provided, a default configuration is used)
↳ proxyConfiguration.proxy support	⬜	If enabled, the actor routes requests using Apify Proxy settings
↳ proxyConfiguration.proxy support	⬜	Proxy group(s) to use when Apify Proxy is enabled

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Core Capabilities

Profile Info and Bio Extraction

The actor scrapes the profile-level fields (like fullName, biography, and verification status) and returns them in a single profile record. If you’re using an Instagram bio scraper approach for lead enrichment, everything is already structured for analysis.

Latest Posts Output for Content Context

The latestPosts array includes post-level information like url, caption, likesCount, commentsCount, timestamp, and media type. This makes the actor useful as an Instagram posts scraper when you want context, not just account metadata.

External Link-in-Bio Parsing

The actor extracts external URLs from bio_links into the externalUrls array, including title, url, and link_type. This supports workflows where you need to capture link destinations from an Instagram account scraper result set.

Built-In Resilience for Bulk Runs

To improve consistency across bulk requests, the actor includes retry logic when fetching profile data and handles missing data gracefully. This is especially helpful when scraping Instagram profile information for many accounts in one run.

Automated Dataset Writing for Easy Export

For each successful profile, the actor pushes the assembled profile_info object to the output dataset. You can then export your Instagram follower profile scraper results directly from the dataset tab.

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Who Gets the Most Out of This

Here’s how different teams put Instagram Profile Scraper (Bio & Posts) to work:

Influencer Marketing Managers — quickly build a short list with verified status, follower counts, bio context, and recent post metadata. The output helps you compare creators and decide who fits the campaign before you open every profile manually.

Sales and Partnerships Teams — use the structured profile and latest posts fields to enrich outreach lists. You get consistent biography details and external URLs so your CRM entries are ready to segment and personalize.

Freelance Researchers & Data Analysts — turn Instagram profile data into datasets for analysis, including follower/following/post counts and recent content context. The JSON structure makes it easy to process in spreadsheets or downstream pipelines.

Recruiters and Talent Sourcers — evaluate public creator profiles and their recent activity by pulling the bio and latest posts together. This helps surface relevant candidates faster when you need more than a username to start a conversation.

Automation & Integration Specialists — integrate this Instagram profile scraper tool into an Apify-based workflow, then export or pass the resulting dataset to other systems. The consistent output schema supports reliable automation and repeatable runs.

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Step-by-Step: How to Use It

No coding needed. Here's how to run Instagram Profile Scraper (Bio & Posts) from start to finish:

1. Open the actor on Apify — use the Apify console: https://console.apify.com
2. Enter your inputs using startUrls (Instagram profile URLs or usernames).
3. Configure proxy settings if you want to use the actor’s proxy configuration for more reliable scraping.
4. Hit Run and watch the live log to see which profiles were processed successfully.
5. View results in the dataset tab as the actor pushes each profile_info record.
6. Export your results as JSON, CSV, or Excel from the Apify dashboard.

The whole process takes under 5 minutes to set up.

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Integrations & Export Options

Once your data is collected, Instagram Profile Scraper (Bio & Posts) plugs directly into your existing workflow.

You can export results from the Apify dataset tab in common formats like JSON, CSV, or Excel. For deeper automation, you can use Apify API to pull results programmatically (see Apify API docs at https://apify.com/docs/api). If you prefer no-code orchestration, you can connect runs to tools like Zapier or Make using Apify’s automation capabilities and webhooks (refer to Apify documentation for the latest integration details).

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Pricing & Free Trial

Instagram Profile Scraper (Bio & Posts) runs on the Apify platform, which offers a free tier — no credit card required to get started. Apify pricing is based on usage and compute on the platform (check the Apify pricing page for the most up-to-date details). Start with a small test list to validate your Instagram profile scraper workflow, then scale when you’re ready.

Start for free at apify.com and scale when you're ready.

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Reliability & Performance

What We Handle	How
Bulk scraping reliability	Uses a proxy configuration option to improve consistency for repeated requests
Transient fetch issues	Includes retry logic when fetching profile data
Not-found profiles	Returns no data when a profile can’t be fetched (e.g., not found)
Structured completeness	Provides profile fields plus latestPosts and external link details where available
Dataset writing	Pushes each successful profile result to your dataset during the run

Limitations: the actor targets publicly accessible Instagram profile data. Private or login-gated content is not accessible, and fields may be missing depending on what the profile publishes.

For enterprise-scale runs, contact us to discuss custom configurations.

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Frequently Asked Questions

Is there a free plan or trial?

Yes. Apify provides a free tier so you can run Instagram profile scraping software for testing before scaling.

Do I need to log in to Instagram to use this?

No. The actor is designed to scrape public profile pages without login.

How accurate is the data?

The actor returns fields exactly as provided by publicly available profile data (for example, bio fields and the latest posts content that’s available). Accuracy depends on what the profile owner has published.

How many results can I get per run?

You can scrape as many profiles as your input list includes. Practical throughput depends on run conditions and platform responsiveness, but the actor is intended for bulk processing.

How often is the data updated / how fresh is it?

The scrape is real-time at the moment the actor runs. If you rerun later, you’ll capture whatever the profile bio and latest posts are at that time.

Is this legal? Does it comply with GDPR / CCPA?

Use responsibly. The actor only accesses publicly available data, and it’s your responsibility to comply with GDPR, CCPA, the platform’s terms, and any applicable local regulations.

Can I export results to Google Sheets or Excel?

Yes. Export is available from the Apify dataset tab, and you can also connect results to other tools using Apify-supported integrations and automations.

Can I run this on a schedule automatically?

Yes. You can set up scheduled runs on Apify so the actor runs automatically on a recurring schedule.

Can I access this via API?

Yes. You can trigger and retrieve run results using the Apify API.

What happens if the actor hits an error?

If a profile fetch fails after retries or the response can’t be parsed, that profile’s data will not be returned. The actor continues processing the rest of your startUrls list so you keep whatever successful results you already collected.

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Need Help or Have a Request?

Got a question about Instagram Profile Scraper (Bio & Posts) or want a new feature added? Reach out at dataforleads@gmail.com. We welcome requests and actively maintain this actor to improve reliability and output usefulness. Ideas that are often requested include webhook-style notifications on completion and additional export-ready transformations.

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Disclaimer & Responsible Use

Instagram Profile Scraper (Bio & Posts) is the fastest, most reliable way to scrape Instagram profile bio and posts at scale — start your free run today. This actor collects publicly available data and does not access private accounts, login-gated content, or password-protected pages. You’re responsible for compliance with GDPR, CCPA, platform Terms of Service, and any applicable laws. For data removal requests, contact dataforleads@gmail.com. Use responsibly, ethically, and only for lawful purposes.