Instagram Profiles

Scrape Instagram profiles and extract information from them.

Instagram Profiles for Individuals and Businesses

To be visible on Instagram, like other social networks, you need a virtual identity. The powerful algorithm that determines what gets shown or not, in other words, what is visible or not, depends on many criterias. What are the criterias? First and most important, the posted content must be interesting and connected to followers. It should be posted at regular intervals and be liked or commented on by followers, indicating their interest in your profile. In other words, if a business posts uninteresting content, there will be no interaction, and future content will not be visible, Instagram will hide it. It is worth noting that 71% of users are under 35 years old; with a monthly user interactions of over a billion, Instagram is one of the most popular social networks among the young, but not only.

With Scraping Bot, you will be able to extract the following data from a specific profile name or a business profile:

Latest messages
Profile picture
Biography External
URL
Number of profiles followed
Likes Number of posts
Verified Accounts
Recent posts
Image posts
Number of comments per post
Number of likes per post

Why should scrape Instagram Profiles

To analyze the profile of an influencer/business (notoriety, follower feedback, content)
Monitor the communication of an influencer, a brand ambassador for a competing product, and understand the behavior of instagram users

Scraped page

Here an example of a page that you can scrape with our Instagram profile scraper :

Here, you can see that we will scrape information about the Instagram profile of the F1 account. You can view details such as the number of followers, posts, bio, profile picture, and any other relevant information associated with this profile.

Returned JSON

And after scraping, here's the Json that you'll get :

[
  {
      "account": "f1",
      "caption": "Your 2025 line-up for Scuderia Ferrari! 🤯🤩

#F1 #Formula1 #LewisHamilton #Ferrari @lewishamilton @scuderiaferrari",
      "profile_name": "FORMULA 1®",
      "profile_image_link": "https://scontent-man2-1.cdninstagram.com/v/t51.2885-19/324070088_5927812907297721_3555828067778354367_n.jpg?stp=dst-jpg_s150x150&_nc_ht=scontent-man2-1.cdninstagram.com&_nc_cat=1&_nc_ohc=fq1pHQT-GB0AX9jM-8q&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_AfAhIWUJPu0-Os5WP4wpTrNwu8VkRtDT0SbhoIJJiQocBg&oe=65C776F3&_nc_sid=8b3546",
      "author_id": "1692820292",
      "biography": "Home of risk takers, late brakers and history makers 💫 
2024 BEGINS: BAHRAIN 🇧🇭 29 FEBRUARY - 2 MARCH",
      "id": "3293328551186564948",
      "business_email": null,
      "external_url": "http://f1.com/overtake",
      "following": 89,
      "likes": 4229067,
      "media_type": "Image",
      "posts_count": 21903,
      "followers": 26154161,
      "is_verified": true,
      "datetime": 1706815379000,
      "image_url": "https://instagram.fltn1-2.fna.fbcdn.net/v/t39.30808-6/424974754_669312948746934_7261946915390753931_n.jpg?stp=dst-jpg_e35_p1080x1080_sh0.08&_nc_ht=instagram.fltn1-2.fna.fbcdn.net&_nc_cat=1&_nc_ohc=mIYTgiLpxocAX-f34R0&edm=APU89FAAAAAA&ccb=7-5&oh=00_AfBwoCW8QjBAdDU60sxxCMsl20aMQjLA2c0FQ8VYHpMeCw&oe=65C71311&_nc_sid=bc0c2c",
      "url": "https://www.instagram.com/p/C20QN5WIIdU/",
      "comments": 52873,
      "thumbnail_src": "https://instagram.fltn1-2.fna.fbcdn.net/v/t39.30808-6/424974754_669312948746934_7261946915390753931_n.jpg?stp=c0.205.1638.1638a_dst-jpg_e35_s640x640_sh0.08&_nc_ht=instagram.fltn1-2.fna.fbcdn.net&_nc_cat=1&_nc_ohc=mIYTgiLpxocAX-f34R0&edm=APU89FAAAAAA&ccb=7-5&oh=00_AfAX2bXi4YCragZMB1e-x_tTc7mXQ-k47CoM-X1CF5e0jA&oe=65C71311&_nc_sid=bc0c2c",
      "thumbnails": [
          {
              "src": "https://instagram.fltn1-2.fna.fbcdn.net/v/t39.30808-6/424974754_669312948746934_7261946915390753931_n.jpg?stp=c0.205.1638.1638a_dst-jpg_e35_s640x640_sh0.08&efg=eyJ2ZW5jb2RlX3RhZyI6ImltYWdlX3VybGdlbi4xNjM4eDIwNDguc2RyIn0&_nc_ht=instagram.fltn1-2.fna.fbcdn.net&_nc_cat=1&_nc_ohc=mIYTgiLpxocAX-f34R0&edm=APU89FAAAAAA&ccb=7-5&oh=00_AfAX2bXi4YCragZMB1e-x_tTc7mXQ-k47CoM-X1CF5e0jA&oe=65C71311&_nc_sid=bc0c2c",
              "config_width": 640,
              "config_height": 640
          }
      ]
  },
]

With our Instagram scraper, you can extract data from various user profiles on the platform. Capture details such as usernames, post content, follower counts, and engagement metrics. Scrapping Instagram profiles enables you to analyze user-generated content, understand audience demographics, and gain insights into the activities of specific users on the platform.

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