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Best Instagram Scrapers on Apify (2026)

· 5 min read
Yassine El Haddad
Software Developer & Automation Specialist

I build production AI agents, web scrapers, and automation pipelines. Most of what I publish here comes from the actual problems they run into: proxies that get banned, anti-bot stacks that fingerprint your client, RAG that drifts when the underlying data moves. Stack: Python, TypeScript, Go, FastAPI, LangChain, Crawlee, Playwright, deployed on AWS, GCP, and Cloudflare.

Instagram Scrapers focuses on public profiles, posts, comments, followers, and hashtag data from Instagram at scale.

Instagram enforces aggressive rate limits and anti-bot protections. The Apify Store provides specialized scrapers that handle proxy rotation and browser fingerprinting to deliver reliable structured Instagram data.

Top Actors in This Collection

1. Instagram Followers Count Scraper7.8K users · 4.8 ⭐ · $1.30/1,000 profiles

Track real-time Instagram follower and following counts for any list of public handles. Fast and cost-effective — ideal for influencer marketing platforms monitoring daily growth metrics. Try Instagram Followers Count Scraper on Apify →

2. Instagram Search Scraper5.7K users · 4.3 ⭐ · $1.50/1,000 results

Search the Instagram network for profiles, places, and hashtags. Returns verification status, biographies, address data, and related tag popularity — essential for lead discovery. Try Instagram Search Scraper on Apify →

3. Instagram API Scraper12K users · 4.5 ⭐ · $2/1,000 results

Stable Instagram data extraction via internal API endpoints. Consistently reliable for high-volume scraping of posts and profiles without the heavy compute overhead of browser emulation. Try Instagram API Scraper on Apify →

4. Instagram Comments Scraper26K users · 3.8 ⭐ · $2.30/1,000 comments

Extract Instagram comment threads with author profiles, reply chains, timestamps, and like counts. The go-to tool for large-scale social sentiment analysis on viral content. Try Instagram Comments Scraper on Apify →

5. Instagram Topic Scraper

Scrape Instagram posts categorized under specific topics or niche interests. Useful for content research and finding emerging creators within specific industry verticals. Try Instagram Topic Scraper on Apify →

6. Instagram Hashtag Analytics Scraper

Analyze the aggregate performance of Instagram hashtags. Extract total post volume, top-performing associated tags, and engagement benchmarks for campaign research. Try Instagram Hashtag Analytics Scraper on Apify →

7. Export Instagram Comments and Posts

A streamlined utility to export your own (or any public) Instagram posts and comment threads directly into structured JSON, CSV, or Excel formats for backup or analysis. Try Export Instagram Comments and Posts on Apify →

8. Instagram Profile Scraper93K users · 4.5 ⭐ · $1.60/1,000 profiles

The most-used Instagram actor on Apify. Extract structured profile data: follower counts, bio text, verified status, external links, business emails (when public), and account type. Try Instagram Profile Scraper on Apify →

9. Instagram Post Scraper

Extract specific public Instagram posts given a list of URLs. Returns the high-resolution image/video assets, caption text, like count, comment count, and publication date. Try Instagram Post Scraper on Apify →

10. Instagram Hashtag Scraper

Scrape all posts associated with a specific hashtag. Returns the post media, author details, and engagement metrics — perfect for monitoring branded hashtag campaigns and UGC. Try Instagram Hashtag Scraper on Apify →

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Why These Tools Stand Out

Every actor in this collection is maintained by the Apify team with continuous updates to bypass Instagram's aggressive login-walls and rate limits, meaning your data pipelines stay running.

Free Credits

Apify offers $5 in free monthly credits, so you can start using these tools on the free tier.


Start scraping for free →

Frequently Asked Questions

Start with the Instagram Search Scraper to find profiles by keyword, then pass those URLs to the Instagram Profile Scraper (93K users) to batch-extract follower counts, bios, and public contact emails.

Yes, every Apify actor supports native integrations via the Apify API. You can set up a webhook to push results automatically to Google Sheets, Airtable, Make, Zapier, or your own database after every run.