Instagram Profile Scraper (Bio & Posts) avatar
Instagram Profile Scraper (Bio & Posts)

Pricing

$1.10 / 1,000 results

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Instagram Profile Scraper (Bio & Posts)

Instagram Profile Scraper (Bio & Posts)

Developed by

CoderX

CoderX

Maintained by Community

Instagram Profile Insights Scraper is a lightweight tool that collects detailed public data from a list of Instagram usernames. It fetches profile info and recent posts to help you analyze accounts at scale.

5.0 (1)

Pricing

$1.10 / 1,000 results

7

131

55

Issues response

22 days

Last modified

a month ago

Instagram Public Profile Scraper

๐Ÿ“Œ Overview

The Instagram Public Profile Scraper is a powerful and lightweight tool for extracting public profile data from Instagram without requiring login or cookies. Simply provide a list of usernames and receive structured JSON output with all available public information โ€” including biography entities, profile pictures, and the most recent posts.

๐Ÿš€ Features

  • No login or cookies required โœ…
  • Scrapes public Instagram profile data
  • Returns structured user details including bio, followers, and latest posts
  • Supports batch input of usernames
  • Fast and scalable for automation, research, and analytics

๐Ÿ”ง How It Works

  1. Provide a list of public Instagram usernames.
  2. The scraper fetches public profile information for each one.
  3. Data is returned as clean, structured JSON.

๐Ÿ“ฅ Input Parameters

ParameterTypeDescription
usernamesArrayList of public Instagram usernames to fetch

Example Input:

{
"usernames": ["cristiano", "nasa", "bethfiit"]
}

๐Ÿ“ค Output Data

For each username, the scraper returns a rich set of public information:

๐Ÿง‘โ€๐Ÿ’ผ Profile Fields

FieldDescription
idInstagram internal user ID
usernameInstagram handle
fullNameUserโ€™s display name
profilePicUrlURL to the low-resolution profile picture
hdProfilePicUrlURL to the high-resolution profile picture
biographyRaw bio text
biography_with_entitiesBio text with detected mentions and hashtags (structured)
external_urlPrimary link in bio
externalUrlsList of structured external links (title, resolved URL)
fbidFacebook ID tied to the Instagram account
followersCountNumber of followers
followsCountNumber of accounts followed
postsCountTotal number of posts
verifiedBoolean โ€” whether the account is verified
privateBoolean โ€” whether the account is private
isBusinessAccountBoolean โ€” business account or not
businessCategoryNameCategory (e.g. โ€œWriterโ€) if business profile
business_address_jsonJSON string of business address info
has_channelWhether the user has a video channel
highlight_reel_countNumber of story highlights
is_joined_recentlyBoolean flag for recently joined accounts

๐Ÿ–ผ๏ธ Recent Posts (latestPosts)

Up to the latest 12 public posts:

FieldDescription
idUnique media ID
shortCodeInstagram shortcode used in URLs
urlDirect link to the post
captionText caption for the post
commentsCountNumber of comments
likesCountNumber of likes
timestampDate and time of post
mediaTypeType (e.g. GraphImage, GraphVideo, GraphSidecar)
productTypeFormat (e.g. clips, feed, story โ€” if available)
displayUrlPreview image/video link
altAccessibility caption (if available)
dimensionsHeight / dimensionsWidthDimensions of the image/video
is_videoBoolean โ€” whether it's a video
locationNameIf a location is tagged
ownerUsernameUsername of the post owner
ownerIdID of the post owner

๐Ÿ“ฆ Example Output

{
"username": "bethfiit",
"fullName": "Beth Eleanor",
"biography": "๐Ÿ“š๐Ÿ’‹โœจ Fantasy & cosplay stuff ๐Ÿ‰ ...",
"biography_with_entities": {
"raw_text": "...",
"entities": [
{ "user": { "username": "b.eleanor_x" }, "hashtag": null }
]
},
"followersCount": 2453778,
"followsCount": 513,
"postsCount": 484,
"verified": true,
"private": false,
"externalUrls": [
{
"title": "B eleanor links โค๏ธ",
"url": "https://linktr.ee/b.eleanor"
}
],
"latestPosts": [
{
"shortCode": "DLBtKfuRNDQ",
"caption": "A few days in Vegas โœจ๐Ÿ’ž",
"likesCount": 18664,
"timestamp": "2025-06-18T03:13:55",
"mediaType": "GraphSidecar",
"is_video": false,
"url": "https://www.instagram.com/p/DLBtKfuRNDQ"
}
]
}

โš™๏ธ Notes & Limitations

  • Only works with public profiles โ€” private account data cannot be fetched.
  • If an account doesn't exist or is banned/removed, it is skipped with a warning.
  • Media insights (likes/comments) only reflect public engagement and are approximate.

๐Ÿง  Use Cases

  • Research and competitor analysis
  • Social media dashboards
  • Public engagement tracking
  • Creator or influencer profiling

๐Ÿ’ก SEO Keywords

  • Instagram Profile Scraper
  • Scrape Instagram Public Data
  • Instagram Profile Data Extractor
  • Instagram JSON API Alternative
  • Instagram Post Metadata Scraper

โš ๏ธ Disclaimer

Use this tool responsibly. Instagramโ€™s terms of service prohibit scraping that violates their API usage policy. This tool scrapes only public data available to any logged-out visitor. The developer assumes no liability for misuse or automation abuse.


๐Ÿš€ Start scraping Instagram profile data โ€” fast, safe, and without cookies!