Instagram Followers Scraper — No Login

A focused Instagram follower exporter for workflows that do not need a second list mode.

Instagram Followers Scraper deliberately does one job: turn the followers of supplied public profiles into structured dataset rows. ToolzerHub maintains this narrower Actor for workflows that value a smaller input surface and an unambiguous output contract.

Followers-only by design

There is no followers-versus-following switch to misconfigure. Add profiles, set a limit, choose whether deep enrichment belongs in the job, and retain resume information for oversized lists.

Follower list

Add one or more usernames and set a result cap — the Actor handles the rest.

Field	Type	Required	Description
profiles	array	Yes	Instagram accounts to pull the list from
limit	integer	No	Stop after this many rows per account (0 = pull the whole list)

Resume a big pull

Drop a cursor from a prior run's log into Continue From to pick up where it left off.

Field	Type	Required	Description
profiles	array	Yes	Instagram accounts to pull the list from
continueFrom	string	No	Paste the token from an earlier run's log (look for '🔖 CONTINUE TOKEN') to resume where it stopped.

Deep enrichment

Turn on Deep Profile Fetch to get a full profile object per follower instead of the lightweight summary.

Field	Type	Required	Description
deepEnrich	boolean	No	Swap each row for the account's full public profile (slower, adds a billable event per row)
limit	integer	No	Stop after this many rows per account (0 = pull the whole list)

Example follower export

{
  "profiles": [
    "nasa"
  ],
  "limit": 20,
  "deepEnrich": false
}

A clean handoff to audience workflows

Follower identity

Field	Type	Description
username	string	Instagram username of the account.
full_name	string	Display name shown on the profile.
id	string	Instagram numeric user ID.
is_verified	boolean	Whether the account is verified (blue badge).
is_private	boolean	Whether the account is private.
profile_pic_url	string	Profile picture URL.

Run context

Field	Type	Description
source_username	string	The account whose followers/followings this record belongs to.

Enrichment

Field	Type	Description
enriched	boolean	Whether this record was replaced with a full enriched profile.

Follower preview

{
  "username": "nasaartemis",
  "full_name": "NASA Artemis",
  "id": "1104426670",
  "is_private": false,
  "is_verified": true,
  "profile_pic_url": "https://instagram.fadd2-1.fna.fbcdn.net/example.jpg",
  "source_username": "nasa",
  "enriched": false
}

Pricing a focused list job

Billing follows Apify's pay-per-result model. You're only charged for rows that land in the dataset, per the pricing shown on this Actor's Pricing tab. Turning on profile enrichment adds its own billable event per record.

Apify's free credits may cover small test pulls, plus whatever free monthly credits your Apify plan includes.

Test with a small result cap first, then scale up once you know the list size you're dealing with.

Responsible use of audience data

Both tools only touch public Instagram data — no login walls, no private accounts, no bypassing access controls. Don't use them to harvest private information or to contact people in ways that break privacy law, Instagram's terms, or your own compliance rules. When in doubt, get a lawyer's opinion.

Run this Actor from code

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_API_TOKEN")
run = client.actor("toolzerhub/instagram-profile-followee-scraper").call(run_input={
    "profiles": [
        "nasa"
    ],
    "limit": 20,
    "deepEnrich": false
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

Node.js

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "YOUR_APIFY_API_TOKEN" });
const run = await client.actor("toolzerhub/instagram-profile-followee-scraper").call({
  "profiles": [
    "nasa"
  ],
  "limit": 20,
  "deepEnrich": false
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

When the broader Actor is a better fit

Use the combined Followers & Following Scraper when the same workflow must switch directions. For profile enrichment, people discovery, or commerce research, use a purpose-built related Actor instead.

• Instagram Followers & Following Scraper — Bulk — Collect followers or following lists from one or more public Instagram accounts. Resume large jobs with a cursor and optionally enrich every result with full public profile data.
• LinkedIn Profile Scraper — No Cookies — Extract complete public LinkedIn profiles from usernames or profile URLs without providing LinkedIn cookies. Get headline, experience, education, skills, certifications, and more in one structured record.
• TikTok Shop Search Scraper — Fast TikTok Shop keyword search scraper for collecting product IDs, seller IDs, titles, prices, images, ratings, and sales signals without extra detail requests.

ToolzerHub support

Spotted a bug, a missing field, or want a feature? Open an issue on the Actor page and we'll take a look.

Contact: contact@toolzerhub.com