Pricing

$19.99/month + usage

Instagram Likes Scraper

Extract engagement data from Instagram posts using the Instagram Likes Scraper. Collect usernames of users who liked posts, profile links, and engagement insights automatically. Ideal for influencer research, audience targeting, and social media analysis.

Pricing

$19.99/month + usage

Rating

0.0

(0)

Developer

Scrapio

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

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

Field	Type	Required	Description
startUrls	array	Yes	List of Instagram post URLs (e.g. `https://www.instagram.com/p/XXXXX/`).
maxCount	integer	No	Max users to collect (default 1000, range 1–10000).
proxyConfiguration	object	No	Optional 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:

Field	Description
full_name	Display name
id	User ID (pk)
username	Handle
is_private	Private account flag
is_verified	Verified flag
profile_pic_url	Profile image URL
liked_post	Post URL they liked
total_likes	Total like count on that post
post_url	Same as liked_post
latest_reel_media, latest_reel_media_utc, profile_pic_id, is_new	Extra API fields

How to use (Apify Console)

Open Apify Console → Actors.
Find instagram-likes-scraper and open it.
Set startUrls (post URLs) and optionally maxCount and proxyConfiguration.
Click Start.
Watch Log for progress and [PROXY] messages.
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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