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URL: https://apify.com/scraper-engine/instagram-likes-scraper

⇱ Instagram Likes Scraper · Apify

Pricing

$19.99/month + usage

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Instagram Likes Scraper

Analyze Instagram engagement with the Instagram Likes Scraper. Extract usernames of users who liked posts along with profile links and interaction data automatically. Great for influencer outreach, competitor research, and audience discovery.

Pricing

$19.99/month + usage

Rating

0.0

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Developer

👁 Scraper Engine

Scraper Engine

Maintained by Community

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Bookmarked

15

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0

Monthly active users

3 months ago

Last modified

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Scrape likers and commenters from Instagram post URLs. Collects user profiles (username, full name, profile pic, etc.) from the likers API and comments API for each post.

Why choose this actor?

  • Bulk URLs: Process multiple post URLs in one run.
  • Smart proxy: Starts without proxy; falls back to datacenter then residential if Instagram blocks requests.
  • Structured output: Same schema as the reference output (full_name, id, username, is_private, is_verified, profile_pic_url, liked_post, total_likes, post_url, etc.).

Key features

  • No proxy by default; automatic fallback to datacenter then residential with clear [PROXY] logs.
  • Live saving: each user is pushed to the dataset as it is collected.
  • Retry logic (3 retries) and 1–2s-friendly delays for rate limits.
  • Combines likers (chrono API) and commenters for each post, deduplicated by user ID.

Input

FieldTypeRequiredDescription
startUrlsarrayYesList of Instagram post URLs (e.g. https://www.instagram.com/p/XXXXX/).
maxCountintegerNoMax users to collect (default 1000, range 1–10000).
proxyConfigurationobjectNoOptional proxy; default no proxy. Fallback is handled by the actor.

Example:

{
"startUrls":[{"url":"https://www.instagram.com/p/DLm63qQpxvw/"}],
"maxCount":1000,
"proxyConfiguration":{"useApifyProxy":false}
}

Output

Dataset of user objects. Each item has:

FieldDescription
full_nameDisplay name
idUser ID (pk)
usernameHandle
is_privatePrivate account flag
is_verifiedVerified flag
profile_pic_urlProfile image URL
liked_postPost URL they liked
total_likesTotal like count on that post
post_urlSame as liked_post
latest_reel_media, latest_reel_media_utc, profile_pic_id, is_newExtra API fields

How to use (Apify Console)

  1. Open Apify Console → Actors.
  2. Find instagram-likes-scraper and open it.
  3. Set startUrls (post URLs) and optionally maxCount and proxyConfiguration.
  4. Click Start.
  5. Watch Log for progress and [PROXY] messages.
  6. Open the run OUTPUT tab to view or export the dataset (JSON/CSV).

Cautions

  • Data is from public posts only.
  • You are responsible for compliance with Instagram’s terms and applicable law (privacy, spam, etc.).

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