Pricing

from $0.90 / 1,000 results

Instagram Trends Stats Scraper

Fast, lightweight Instagram public profile scraper. Give it usernames or profile URLs and get recent posts with engagement metrics: likes, comments, video views, captions, hashtags and timestamps.

Pricing

from $0.90 / 1,000 results

Rating

0.0

(0)

Developer

Suyash

Actor stats

Bookmarked

Total users

Monthly active users

12 days ago

Last modified

Instagram Lite

A lightweight, fast Instagram public profile scraper. Give it a list of usernames (or profile URLs) and it returns their recent posts with engagement metrics — likes, comments, video views, captions, hashtags, and timestamps.

It fetches Instagram's public web_profile_info endpoint through Apify Proxy (residential IPs recommended) with automatic per-IP retries, so you get reliable results without running any scraping infrastructure yourself.

Features

Scrape recent posts for multiple profiles in a single run
Accepts plain usernames or full instagram.com profile URLs
Configurable results-per-profile limit
Automatic retries on fresh proxy IPs (Instagram throttles per-IP)
Clean, flat JSON output — easy to load into a sheet, DB, or another Actor

Input

Field	Type	Description	Default
`usernames`	array of string	Instagram usernames (without `@`).	—
`directUrls`	array of string	Alternatively, full `instagram.com` profile URLs.	—
`resultsLimit`	integer	Max posts to return per profile.	`24`
`proxyGroups`	array of string	Apify proxy groups (RESIDENTIAL recommended).	`["RESIDENTIAL"]`

Example input

{
  "usernames": ["natgeo", "nasa"],
  "resultsLimit": 12,
  "proxyGroups": ["RESIDENTIAL"]
}

Output

Each post is pushed as one dataset item:

{
  "ownerUsername": "natgeo",
  "id": "3123456789012345678",
  "shortCode": "C1a2b3c4D5e",
  "url": "https://www.instagram.com/p/C1a2b3c4D5e/",
  "type": "Video",
  "caption": "Sunrise over the Serengeti 🌅 #wildlife",
  "likesCount": 128394,
  "commentsCount": 842,
  "videoViewCount": 1503922,
  "timestamp": "2026-07-01T06:30:00.000Z",
  "hashtags": ["wildlife"]
}

Notes & limits

Only public profiles are supported (private accounts return no posts).
Instagram rate-limits aggressively; RESIDENTIAL proxies give the most reliable results.
Output is capped by resultsLimit per profile.
This Actor reads only publicly available profile data. Respect Instagram's Terms of Service and applicable laws in your jurisdiction.

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