Pricing

from $0.50 / 1,000 results

Instagram Profile Scraper

Scrape Instagram profile data and profile statistics from public Instagram pages with an Apify Actor. This actor focuses on profiles (not posts) and returns a clean dataset with the essentials (identity, stats, and account flags), plus optional previews like latest_posts, etc.

Pricing

from $0.50 / 1,000 results

Rating

0.0

(0)

Developer

Instagram Scraper

Actor stats

Bookmarked

490

Total users

Monthly active users

2.1 hours

Issues response

5 days ago

Last modified

What this actor can do

Scrape Instagram profile stats: followers, following, number of posts
Get key profile attributes: verified/private flags, profile pictures, bio, external links, and counts
Keep additional raw profile metadata from Instagram when available in the public payload
Optionally scrape a linked Facebook profile into fb_profile when scrapeFacebookProfile is enabled
Return lightweight latest posts metadata from the feed endpoint for quick previews
Return a list of related profiles from Accounts you might like when that enrichment succeeds
Accept both usernames and profile URLs

Want to get other details from Instagram?

This actor is optimized for profiles (not full post feeds). If you want to scrape other Instagram data, use a dedicated scraper for that specific data type.

Related actors from the instagram-scraper:

Actor	Description	Stats
Fast Instagram Profile Posts Scraper	Scrape post data from Instagram profile pages
Instagram Profile Posts Scraper	Extract profile post details such as hashtags, counts, media, and shortcode
Fast Instagram Profile Reels Scraper	Scrape public Instagram Reels from profile pages
Instagram Tagged Posts Scraper	Scrape posts from the profile `Tagged` tab
Instagram Hashtags Posts Scraper	Scrape public Instagram hashtag pages
Instagram Related Profiles Scraper	Discover related accounts and recursively expand profile networks

What data can I scrape from Instagram profiles?

Using this Instagram Profile API, you can extract both normalized fields and additional Instagram profile metadata (when available on the public profile):

Category	Fields	What you get
Identity & IDs	`pk`, `id`, `pk_id`, `username`, `full_name`, `url`	Basic profile identifiers returned by Instagram, plus the canonical profile URL built by the actor.
Profile media & links	`profile_pic_url`, `profile_pic_url_hd`, `profile_pic_id`, `has_profile_pic`, `profile_pic_genai_tool_info[]`, `biography`, `contact_email`, `bio_links[]`, `external_url`, `external_url_linkshimmed`, `pronouns[]`	Profile picture fields (including HD URL mapped from `hd_profile_pic_url_info`), profile bio text, extracted contact email, profile links, and external website fields returned by the profile page enrichment query. `external_url_linkshimmed` is passed through from Instagram's `external_lynx_url` when present. Each `bio_links[]` item may include fields such as `image_url`, `is_pinned`, `link_type`, `lynx_url`, `media_accent_color_hex`, `media_type`, `title`, `url`, and `creation_source`. `profile_pic_genai_tool_info[]` is a raw Instagram array and is often empty.
Facebook enrichment	`fb_profile`	Optional Facebook profile lookup from one detected profile URL in `external_url`, `bio_links`, `fb_profile_biolink`, `biography`, or `full_name` when `scrapeFacebookProfile` is enabled. The nested payload includes `url`, `status`, `message`, `bio`, `profile_type`, `profile_name`, `page_id`, counts, and other status fields when available.
Counts & activity	`followers`, `following`, `post_count`, `total_clips_count`, `has_any_clips`, `mutual_followers_count`, `latest_reel_media`, `live_broadcast_visibility`, `live_broadcast_id`	High-level counts for analysis, monitoring, and profile summaries, plus activity hints exposed by Instagram. `post_count` is parsed from the public profile page HTML `og:description` meta tag (for example, `<meta property="og:description" content="42M Followers, 1,455 Following, 14K Posts - …">`). Instagram abbreviates counts above ~10k in that tag (`14K`, `1.2M`, and so on), so values are approximate rather than exact. In rare edge cases the tag may be missing or unparseable and `post_count` is emitted as `null`. `has_any_clips` is derived from `total_clips_count` when available. `latest_reel_media`, `live_broadcast_visibility`, and `live_broadcast_id` are raw pass-through fields and are commonly `null`.
Account flags & capabilities	`is_private`, `is_verified`, `show_text_post_app_badge`, `text_post_app_badge_label`, `is_active_on_text_post_app`, `is_unpublished`, `is_memorialized`, `is_coppa_enforced`, `is_regulated_c18`, `account_type`, `is_business`, `is_professional_account`, `category`, `should_show_category`, `is_embeds_disabled`, `is_cannes`, `has_story_archive`	Visibility, verification, account-type, audience-safety, and account-status fields from the profile page enrichment query. These fields are always emitted on found profiles, using explicit `null` when Instagram does not return a value (except `category`, which may be an empty string).
Profile context & relationship hints	`linked_fb_info`, `profile_context_links_with_user_ids`, `profile_context_facepile_users`, `supervision_info`, `has_chaining`	Extra profile-context blocks returned by Instagram for social graph, supervision, or related-surface hints. These are pass-through fields and are often `null` on public profile pages.
Business & location	`address_street`, `city_name`, `zip`	Optional business/contact location metadata when Instagram exposes it on the public profile. These fields are usually `null` for non-business accounts.
Transparency & badges	`account_badges[]`, `show_account_transparency_details`, `transparency_label`, `transparency_product`, `hide_creator_marketplace_badge`, `is_ring_creator`, `show_ring_award`	Transparency, badge, and creator-surface metadata exposed by Instagram. These are stable pass-through fields when present; arrays such as `account_badges[]` are emitted as `[]` when empty.
Latest posts	`latest_posts[]`	Raw latest-post node items from Instagram's current posts response, with only a small set of output-oriented cleanup: `caption` is flattened to `caption.text`, `hashtags` and `mentions` are derived from that caption text, `taken_at` is exposed as the original timestamp via `taken_at_timestamp`, and the human-readable ISO time is emitted as `taken_at`. The actor also adds `url` and `video_duration` when they can be determined from the raw payload. Other nested structures such as `user`, `carousel_media`, `clips_metadata`, `coauthor_producers`, `timeline_pinned_user_ids`, and `video_versions` are preserved when Instagram returns them.
Related profiles	`related_profiles[]`	Suggested accounts from the `Accounts you might like` enrichment: `id`, `username`, `full_name`, `is_verified`, `profile_pic_url`. When enabled, the actor returns the full related-profiles list Instagram exposes for that profile. On final enrichment failure, the actor emits `[]` and logs a warning instead of failing the whole profile.
Scrape metadata	`crawled_at`, `ig_status`	Timestamp of the scrape and a simple status indicator. `ig_status` is `ok` when profile data is returned, `not_found` when the profile does not exist or is restricted, and `invalid_input` when an input username or profile URL is rejected before scraping starts.

Notes:

Field availability depends on what Instagram returns for a given profile (especially for private accounts).
Some fields are normalized by the actor (followers, following), while other raw Instagram profile fields may still be passed through when present.
Raw Instagram metadata can change over time, so downstream consumers should treat optional fields as non-guaranteed.
post_count is parsed from the public profile page HTML og:description meta tag. Instagram abbreviates counts above ~10k in that tag (for example, 14K Posts instead of an exact number), so values should be treated as approximate. In extremely rare cases the tag may be missing or unparseable after retries, and post_count is emitted as null.
contact_email is extracted from biography or full_name when an email address is present on a found profile, and is null otherwise.
fb_profile is null when the toggle is disabled or no Facebook profile URL is found. If a Facebook lookup fails after retries, the actor returns fb_profile.status = "error" or fb_profile.status = "not_found" instead of throwing. Successful fb_profile payloads include bio instead of the older intro name.
latest_posts[] is intentionally not normalized into a compatibility schema. Downstream consumers should treat it as the current raw latest-post node shape, aside from the flattened caption, the added hashtags / mentions, the taken_at_timestamp + human-readable taken_at pairing, and the added url / video_duration convenience fields.
The actor currently requests 10 latest posts for paying users and 5 latest posts for non-paying users when latest-post enrichment is enabled.

Typical use cases

Influencer discovery and enrichment (profile stats, verification, public profile metadata)
Competitor monitoring (track follower growth over time)
Lead enrichment for sales/marketing (public business profiles)
Content research (quick look at latest post captions/engagement)

Input

Configure these fields in the Actor’s Input tab in the Apify Console:

`instagramUsernames` (required)

A list of Instagram usernames or profile URLs you want to scrape.

Examples:

google
https://www.instagram.com/google/

`scrapeFacebookProfile` (optional)

When enabled, the actor looks for one Facebook profile URL in this order: external_url, bio_links, fb_profile_biolink, biography, then full_name. In the current public payload model, bio_links is usually the main place where profile links are exposed.

The nested fb_profile payload includes url, status, message, bio, profile_name, page_id, followers, following, is_business_page_active, category_name, and profile_type when available.

`skipLatestPosts` (optional, default: `true`)

Skips building latest_posts[].

If latest_posts is not required for your use case, keeping this enabled helps speed up scraping.

`skipRelatedProfiles` (optional, default: `true`)

If related_profiles is not required for your use case, keeping this enabled helps speed up scraping.

When enabled, the actor returns the full related_profiles list Instagram exposes.

Quick start (Apify Console)

Add one or more values to instagramUsernames (either usernames like nypost or URLs like https://www.instagram.com/google/).
Adjust retries only if you hit temporary errors.
Click Run → open the Dataset tab to view/export results (JSON, CSV, Excel, etc.).

Invalid usernames or malformed profile URLs are still emitted to the dataset with ig_status: "invalid_input", instagramUsername, and a reminder message ("Invalid Instagram username or profile URL"), and they omit crawled_at because they are rejected before scraping continues.

This makes the actor usable as an Instagram profile scraping API, because datasets can be consumed programmatically via Apify’s API.

Example input

{
  "instagramUsernames": ["kevinhart4real"],
  "scrapeFacebookProfile": true,
  "skipLatestPosts": false,
  "skipRelatedProfiles": false
}

Example output

Example dataset item when a profile is found. This sample is abridged from a real dataset item generated with skipLatestPosts: false and skipRelatedProfiles: false.

{
  "pk": "6590609",
  "id": "6590609",
  "username": "kevinhart4real",
  "full_name": "Kevin Hart",
  "profile_pic_url": "https://scontent-ord5-1.cdninstagram.com/v/t51.2885-19/14515783_1158525867560668_3834942711954145280_a.jpg?...",
  "profile_pic_url_hd": "https://scontent-ord5-1.cdninstagram.com/v/t51.2885-19/14515783_1158525867560668_3834942711954145280_a.jpg?...",
  "biography": "Live Love & Laugh!!! Facebook.com/HartKevin Twitter: Kevinhart4real...",
  "contact_email": null,
  "external_url": "https://www.kevinhartnation.com/",
  "external_url_linkshimmed": "https://l.instagram.com/?u=https%3A%2F%2Fwww.kevinhartnation.com%2F...",
  "bio_links": [
    {
      "image_url": "",
      "is_pinned": false,
      "link_type": "external",
      "lynx_url": "https://l.instagram.com/?u=https%3A%2F%2Fwww.kevinhartnation.com%2F...",
      "media_accent_color_hex": "",
      "media_type": "none",
      "title": "",
      "url": "https://www.kevinhartnation.com/",
      "creation_source": "NONE"
    }
  ],
  "followers": 172275843,
  "following": 1287,
  "post_count": 2122,
  "is_private": false,
  "is_verified": true,
  "text_post_app_badge_label": "kevinhart4real",
  "show_text_post_app_badge": true,
  "has_any_clips": true,
  "is_business": false,
  "is_professional_account": null,
  "category": "Comedian",
  "should_show_category": true,
  "fb_profile": {
    "url": "https://www.facebook.com/HartKevin/",
    "status": "ok",
    "message": null,
    "bio": "Join me for Hartbeat Weekend July 6 - 8th at Resorts World Las Vegas",
    "profile_name": "Kevin Hart",
    "page_id": "100044176822324",
    "followers": 35000000,
    "following": 36,
    "category_name": "Comedian",
    "is_business_page_active": false,
    "profile_type": "Page"
  },
  "latest_posts": [
    {
      "code": "DbElWiWj0a8",
      "pk": "3946443449918506684",
      "id": "3946443449918506684_6590609",
      "ad_id": null,
      "boosted_status": null,
      "boost_unavailable_identifier": null,
      "boost_unavailable_reason": null,
      "caption": "Fly Shit….. 72hrs drops on @Netflix this Friday the 24th…. Mark ya calendars damn it!!!!!!!! Let’s gooooooooooooo",
      "caption_is_edited": false,
      "feed_demotion_control": null,
      "feed_recs_demotion_control": null,
      "inventory_source": null,
      "video_versions": null,
      "is_dash_eligible": null,
      "number_of_qualities": null,
      "image_versions2": {
        "candidates": [ 
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 1560,
            "width": 1170
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "width": 828
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 1440,
            "width": 1080
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 960,
            "width": 720
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 853,
            "width": 640
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 640,
            "width": 480
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 427,
            "width": 320
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 320,
            "width": 240
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 1080,
            "width": 1080
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 750,
            "width": 750
          },
          {
           "url": "https://scontent-atl3-1.cdninst...",
            "width": 640
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 480,
            "width": 480
          },
          {
           "url": "https://scontent-atl3-1.cdninst...",
            "height": 320,
            "width": 320
          },
          {
           "url": "https://scontent-atl3-1.cdninst...",
            "width": 240
          },
          {
            "url": "https://scontent-atl3-1.cdninst...",
            "height": 150,
            "width": 150
          }
        ]
      },
      "sharing_friction_info": {
        "bloks_app_url": null,
        "should_have_sharing_friction": false
      },
      "is_paid_partnership": false,
      "sponsor_tags": null,
      "affiliate_info": null,
      "original_height": 4096,
      "original_width": 3072,
      "organic_tracking_token": "eyJ2ZXJzaW9uIjo1LCJwYXlsb2FkIjp7ImlzX2FuYWx5dGljc190cmFja2VkIjp0cnVlLCJ1dWlkIjoiZGU0YzA2MDExYjU4NGQ0NzgwZGVhYTAxNzk3OTI4NTUzOTQ2NDQzNDQ5OTE4NTA2Njg0In0sInNpZ25hdHVyZSI6IiJ9",
      "link": null,
      "story_cta": null,
      "user": {
        "pk": "6590609",
        "profile_pic_url": "https://scontent-atl3-3.cdninst...",
        "username": "kevinhart4real",
        "is_private": false,
        "is_embeds_disabled": false,
        "is_unpublished": false,
        "is_verified": true,
        "friendship_status": null,
        "latest_besties_reel_media": null,
        "latest_reel_media": null,
        "live_broadcast_visibility": null,
        "live_broadcast_id": null,
        "show_account_transparency_details": true,
        "transparency_product": null,
        "transparency_product_enabled": false,
        "transparency_label": null,
        "ai_agent_owner_username": null,
        "id": "6590609",
        "aigm_account_label_info": null,
        "hd_profile_pic_url_info": {
          "url": "https://scontent-atl3-1.cdninst..."
        },
        "full_name": "Kevin Hart"
      },
      "group": null,
      "coauthor_producers": [],
      "invited_coauthor_producers": [],
      "follow_hashtag_info": null,
      "title": null,
      "comment_count": 428,
      "comments_disabled": null,
      "commenting_disabled_for_viewer": null,
      "like_and_view_counts_disabled": false,
      "has_liked": false,
      "top_likers": null,
      "facepile_top_likers": null,
      "like_count": 27095,
      "preview": null,
      "can_see_insights_as_brand": false,
      "social_context": null,
      "view_count": null,
      "can_reshare": null,
      "can_viewer_reshare": true,
      "ig_media_sharing_disabled": false,
      "photo_of_you": false,
      "product_type": "carousel_container",
      "media_type": 8,
      "media_overlay_info": null,
      "carousel_parent_id": null,
      "carousel_media_count": 8,
      "carousel_media": [
        {
          "id": "3946442671416902182_6590609",
          "pk": "3946442671416902182",
          "accessibility_caption": null,
          "is_dash_eligible": null,
          "media_type": 1,
          "original_height": 4096,
          "original_width": 3072,
          "inventory_source": null,
          "caption": null,
          "user": null,
          "image_versions2": {
            "candidates": [
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 240,
                "width": 240
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 150,
                "width": 150
              }
            ]
          },
          "carousel_parent_id": "3946443449918506684_6590609",
          "sharing_friction_info": {
            "bloks_app_url": null,
            "should_have_sharing_friction": false
          },
          "preview": null,
          "organic_tracking_token": null,
          "saved_collection_ids": null,
          "has_viewer_saved": null,
          "video_versions": null,
          "media_overlay_info": null,
          "code": null,
          "display_uri": "https://scontent-atl3-3.cdninst...",
          "number_of_qualities": null,
          "product_type": "carousel_item",
          "carousel_media": null,
          "taken_at": 1784672740,
          "previous_submitter": null,
          "link": null,
          "story_cta": null,
          "has_liked": null,
          "like_count": null,
          "logging_info_token": null,
          "has_audio": null,
          "clips_metadata": null,
          "tagged_user": []
        },
        {
          "id": "3946442683177624616_6590609",
          "pk": "3946442683177624616",
          "accessibility_caption": null,
          "is_dash_eligible": null,
          "media_type": 1,
          "original_height": 4096,
          "original_width": 3072,
          "inventory_source": null,
          "caption": null,
          "user": null,
          "image_versions2": {
            "candidates": [ 
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 150,
                "width": 150
              }
            ]
          },
          "carousel_parent_id": "3946443449918506684_6590609",
          "sharing_friction_info": {
            "bloks_app_url": null,
            "should_have_sharing_friction": false
          },
          "preview": null,
          "organic_tracking_token": null,
          "saved_collection_ids": null,
          "has_viewer_saved": null,
          "video_versions": null,
          "media_overlay_info": null,
          "code": null,
          "display_uri": "https://scontent-atl3-1.cdninst...",
          "number_of_qualities": null,
          "product_type": "carousel_item",
          "carousel_media": null,
          "taken_at": 1784672740,
          "previous_submitter": null,
          "link": null,
          "story_cta": null,
          "has_liked": null,
          "like_count": null,
          "logging_info_token": null,
          "has_audio": null,
          "clips_metadata": null,
          "tagged_user": []
        },
        {
          "id": "3946442692849693694_6590609",
          "pk": "3946442692849693694",
          "accessibility_caption": null,
          "is_dash_eligible": null,
          "media_type": 1,
          "original_height": 4096,
          "original_width": 3072,
          "inventory_source": null,
          "caption": null,
          "user": null,
          "image_versions2": {
            "candidates": [
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 240,
                "width": 240
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 150,
                "width": 150
              }
            ]
          },
          "carousel_parent_id": "3946443449918506684_6590609",
          "sharing_friction_info": {
            "bloks_app_url": null,
            "should_have_sharing_friction": false
          },
          "preview": null,
          "organic_tracking_token": null,
          "saved_collection_ids": null,
          "has_viewer_saved": null,
          "video_versions": null,
          "media_overlay_info": null,
          "code": null,
          "display_uri": "https://scontent-atl3-3.cdninst...",
          "number_of_qualities": null,
          "product_type": "carousel_item",
          "carousel_media": null,
          "taken_at": 1784672740,
          "previous_submitter": null,
          "link": null,
          "story_cta": null,
          "has_liked": null,
          "like_count": null,
          "logging_info_token": null,
          "has_audio": null,
          "clips_metadata": null,
          "tagged_user": []
        },
        {
          "id": "3946442704258193198_6590609",
          "pk": "3946442704258193198",
          "accessibility_caption": null,
          "is_dash_eligible": null,
          "media_type": 1,
          "original_height": 4096,
          "original_width": 3072,
          "inventory_source": null,
          "caption": null,
          "user": null,
          "image_versions2": {
            "candidates": [ 
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 320,
                "width": 320
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 240,
                "width": 240
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 150,
                "width": 150
              }
            ]
          },
          "carousel_parent_id": "3946443449918506684_6590609",
          "sharing_friction_info": {
            "bloks_app_url": null,
            "should_have_sharing_friction": false
          },
          "preview": null,
          "organic_tracking_token": null,
          "saved_collection_ids": null,
          "has_viewer_saved": null,
          "video_versions": null,
          "media_overlay_info": null,
          "code": null,
          "display_uri": "https://scontent-atl3-3.cdninst...",
          "number_of_qualities": null,
          "product_type": "carousel_item",
          "carousel_media": null,
          "taken_at": 1784672740,
          "previous_submitter": null,
          "link": null,
          "story_cta": null,
          "has_liked": null,
          "like_count": null,
          "logging_info_token": null,
          "has_audio": null,
          "clips_metadata": null,
          "tagged_user": []
        },
        {
          "id": "3946442711959043699_6590609",
          "pk": "3946442711959043699",
          "accessibility_caption": null,
          "is_dash_eligible": null,
          "media_type": 1,
          "original_height": 4096,
          "original_width": 3072,
          "inventory_source": null,
          "caption": null,
          "user": null,
          "image_versions2": {
            "candidates": [ 
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 240,
                "width": 240
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 150,
                "width": 150
              }
            ]
          },
          "carousel_parent_id": "3946443449918506684_6590609",
          "sharing_friction_info": {
            "bloks_app_url": null,
            "should_have_sharing_friction": false
          },
          "preview": null,
          "organic_tracking_token": null,
          "saved_collection_ids": null,
          "has_viewer_saved": null,
          "video_versions": null,
          "media_overlay_info": null,
          "code": null,
          "display_uri": "https://scontent-atl3-3.cdninst...",
          "number_of_qualities": null,
          "product_type": "carousel_item",
          "carousel_media": null,
          "taken_at": 1784672740,
          "previous_submitter": null,
          "link": null,
          "story_cta": null,
          "has_liked": null,
          "like_count": null,
          "logging_info_token": null,
          "has_audio": null,
          "clips_metadata": null,
          "tagged_user": []
        },
        {
          "id": "3946442721027156466_6590609",
          "pk": "3946442721027156466",
          "accessibility_caption": null,
          "is_dash_eligible": null,
          "media_type": 1,
          "original_height": 4096,
          "original_width": 3072,
          "inventory_source": null,
          "caption": null,
          "user": null,
          "image_versions2": {
            "candidates": [ 
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 150,
                "width": 150
              }
            ]
          },
          "carousel_parent_id": "3946443449918506684_6590609",
          "sharing_friction_info": {
            "bloks_app_url": null,
            "should_have_sharing_friction": false
          },
          "preview": null,
          "organic_tracking_token": null,
          "saved_collection_ids": null,
          "has_viewer_saved": null,
          "video_versions": null,
          "media_overlay_info": null,
          "code": null,
          "display_uri": "https://scontent-atl3-3.cdnin...",
          "number_of_qualities": null,
          "product_type": "carousel_item",
          "carousel_media": null,
          "taken_at": 1784672740,
          "previous_submitter": null,
          "link": null,
          "story_cta": null,
          "has_liked": null,
          "like_count": null,
          "logging_info_token": null,
          "has_audio": null,
          "clips_metadata": null,
          "tagged_user": []
        },
        {
          "id": "3946442726949493749_6590609",
          "pk": "3946442726949493749",
          "accessibility_caption": null,
          "is_dash_eligible": null,
          "media_type": 1,
          "original_height": 4096,
          "original_width": 3072,
          "inventory_source": null,
          "caption": null,
          "user": null,
          "image_versions2": {
            "candidates": [
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 4096,
                "width": 3072
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 1720,
                "width": 1290
              },
              {
               "url": "https://scontent-atl3-1.cdninst...",
                "height": 1572,
                "width": 1179
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 1712,
                "width": 1284
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 1560,
                "width": 1170
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 1104,
                "width": 828
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 1440,
                "width": 1080
              },
              {
               "url": "https://scontent-atl3-1.cdninst...",
                "height": 960,
                "width": 720
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 853,
                "width": 640
              },
              {
               "url": "https://scontent-atl3-1.cdninst...",
                "height": 640,
                "width": 480
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "width": 320
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 320,
                "width": 240
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 1080,
                "width": 1080
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 750,
                "width": 750
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 640,
                "width": 640
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 480,
                "width": 480
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 320,
                "width": 320
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 240,
                "width": 240
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 150,
                "width": 150
              }
            ]
          },
          "carousel_parent_id": "3946443449918506684_6590609",
          "sharing_friction_info": {
            "bloks_app_url": null,
            "should_have_sharing_friction": false
          },
          "preview": null,
          "organic_tracking_token": null,
          "saved_collection_ids": null,
          "has_viewer_saved": null,
          "video_versions": null,
          "media_overlay_info": null,
          "code": null,
          "display_uri": "https://scontent-atl3-3.cdnin...",
          "number_of_qualities": null,
          "product_type": "carousel_item",
          "carousel_media": null,
          "taken_at": 1784672740,
          "previous_submitter": null,
          "link": null,
          "story_cta": null,
          "has_liked": null,
          "like_count": null,
          "logging_info_token": null,
          "has_audio": null,
          "clips_metadata": null,
          "tagged_user": []
        },
        {
          "id": "3946442733006014550_6590609",
          "pk": "3946442733006014550",
          "accessibility_caption": null,
          "is_dash_eligible": null,
          "media_type": 1,
          "original_height": 1421,
          "original_width": 1066,
          "inventory_source": null,
          "caption": null,
          "user": null,
          "image_versions2": {
            "candidates": [
              {
               "url": "https://scontent-atl3-1.cdninst...",
                "height": 1421,
                "width": 1066
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 1104,
                "width": 828
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 960,
                "width": 720
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 853,
                "width": 640
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 640,
                "width": 480
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 427,
                "width": 320
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 320,
                "width": 240
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 1066,
                "width": 1066
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 750,
                "width": 750
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 640,
                "width": 640
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 480,
                "width": 480
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 320,
                "width": 320
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 240,
                "width": 240
              },
              {
                "url": "https://scontent-atl3-1.cdninst...",
                "height": 150,
                "width": 150
              }
            ]
          },
          "carousel_parent_id": "3946443449918506684_6590609",
          "sharing_friction_info": {
            "bloks_app_url": null,
            "should_have_sharing_friction": false
          },
          "preview": null,
          "organic_tracking_token": null,
          "saved_collection_ids": null,
          "has_viewer_saved": null,
          "video_versions": null,
          "media_overlay_info": null,
          "code": null,
          "display_uri": "https://scontent-atl3-3.cdn...",
          "number_of_qualities": null,
          "product_type": "carousel_item",
          "carousel_media": null,
          "taken_at": 1784672740,
          "previous_submitter": null,
          "link": null,
          "story_cta": null,
          "has_liked": null,
          "like_count": null,
          "logging_info_token": null,
          "has_audio": null,
          "clips_metadata": null,
          "tagged_user": []
        }
      ],
      "location": null,
      "has_audio": null,
      "is_shared_from_basel": null,
      "clips_metadata": null,
      "clips_attribution_info": null,
      "media_attributions_data": [],
      "wearable_attribution_info": null,
      "ai_label_info": null,
      "accessibility_caption": null,
      "audience": null,
      "display_uri": "https://scontent-atl3-3.cdnin....",
      "media_cropping_info": null,
      "thumbnails": null,
      "timeline_pinned_user_ids": [],
      "upcoming_event": null,
      "media_notes": null,
      "ai_interactive_embodiment_attachment_style_info": null,
      "logging_info_token": null,
      "explore": null,
      "main_feed_carousel_starting_media_id": null,
      "is_seen": null,
      "floating_context_items": null,
      "open_carousel_submission_state": "closed",
      "previous_submitter": null,
      "all_previous_submitters": null,
      "headline": null,
      "hidden_likes_string_variant": -1,
      "fb_like_count": null,
      "crosspost_metadata": null,
      "enable_media_notes_production": false,
      "media_repost_count": null,
      "saved_collection_ids": null,
      "has_viewer_saved": null,
      "owner_id": {
        "pk": "6590609",
        "id": "6590609"
      },
      "fb_comment_count": null,
      "creative_config": null,
      "longform_clip_metadata": null,
      "link_text": null,
      "tagged_user": [],
      "hashtags": [],
      "mentions": [
        "Netflix"
      ],
      "url": "https://www.instagram.com/p/DbElWiWj0a8/",
      "taken_at_timestamp": 1784672741,
      "taken_at": "2026-07-21T22:25:41Z"
    },
  ],
  "related_profiles": [
    {
      "id": "2745711757",
      "username": "media",
      "full_name": "Media",
      "profile_pic_url": "https://scontent-ord5-1.cdninstagram.com/v/t51.2885-19/420640291_1413020776077435_4728172870409909077_n.jpg?...",
      "is_verified": true
    }
  ],
  "ig_status": "ok",
  "crawled_at": "2026-07-20T14:43:27.547Z"
}

Example dataset item when a profile is not found:

{
  "username": "11",
  "ig_status": "not_found",
  "message": "Profile not found or restricted",
  "url": "https://www.instagram.com/11/",
  "crawled_at": "2026-02-06T08:03:20.522Z"
}

Here, ig_status: "not_found" means Instagram did not return profile data for that username because the profile does not exist or access to it is restricted.

Tips & troubleshooting

Don’t overload the actor. If you need to scrape large lists, split inputs into batches.

Legal & ethical notice

You are responsible for ensuring your use of this actor complies with:

Instagram’s Terms of Service
Applicable laws and regulations (privacy, data protection, etc.)

Only scrape data you have the right to access, and avoid collecting personal data without a lawful basis.

Instagram Related Profiles Scraper

instagram-scraper/instagram-related-profiles

Scrape Instagram profile data, profile statistics, and recursive related-profile discovery from public Instagram pages

Instagram Scraper

141

Instagram Profile Scraper

clappi/instagram-profile-scraper

Scrape Instagram profile data at scale with built-in authentication — no need to provide your own cookies or Instagram account. Get instagram account followers, following, posts count, bio, verification status, and business category. Just paste profile URLs and run.

Clappi

Instagram Profile Scraper

api-empire/instagram-profile-scraper

Instagram Profile Scraper extracts complete data from any public Instagram profile. Capture bios, posts, Reels, followers, following, hashtags, engagement metrics, and metadata. Ideal for research, influencer analysis, audits, and workflows needing structured Instagram profile insights.

API Empire

Instagram Profile Scraper

crawlerbros/instagram-profile-scraper

Extract comprehensive data from Instagram profiles including posts, reels, photos, and engagement metrics.

Crawler Bros

149

5.0

Instagram Profile Scraper

afanasenko/instagram-profile-scraper

Analyze Instagram followers or following to find valuable profiles. Filter large accounts by engagement, contact info, and business category to discover influencers, leads, or ideal customers. Perfect for lead generation, market research, and influencer marketing.

Andrey Afanasenko

2.5K

4.6

Fast Instagram Profile Reels Scraper

instagram-scraper/instagram-profile-reels-scraper

This Actor scrapes public Instagram Reels from profile pages (the Reels tab). It runs in no‑login mode, which makes it fast to start and easy to use for analytics, research, and content monitoring workflows.

Instagram Scraper

786

5.0

Fast Instagram Profile Posts Scraper 🚀

instagram-scraper/fast-instagram-post-scraper

Instagram Post Scraper. Post data: hashtags, comment_count, like_count, usertags, images, videos, shortcode and etc. Scrape Instagram Posts with Ease and Speed

Instagram Scraper

4.5K

4.7

Instagram Scraper

api-ninja/instagram-scraper

🔥 The ultimate all-in-one Instagram powerhouse: scrape profiles, posts, reels, reposts, hashtags, locations & music-tagged content at scale—no login required, complete data access.

API ninja

492

5.0

Instagram Profile Scraper

rakser/instagram-profile-scraper

Scrape all Instagram profile info. Just add one or more Instagram usernames and extract number of followers & follows, URLs, bio, posts, likes, counts, related profiles, captions, highlight reels. Export scraped data, run the scraper via API, schedule and monitor runs or integrate with other tools.

Rakser

249

2.5

Instagram Profile Scraper Goat

goat255/instagram-profile-scraper

Bulk-scrape Instagram profiles. Get follower counts, bios, public email addresses, public phone numbers, business categories, verification status, HD profile pictures, and business contact info. No Instagram API key, no login, no cookies.