There are three ways to collect Instagram data as of 2026: Official Graph API, Python web scraping, and professional crawling services. With the complete discontinuation of the Basic Display API at the end of 2024 and the strengthening of anti-bot systems, the choice of method greatly influences the success of data collection.
TL;DR
- Graph API: Free but can only access own business accounts, not suitable for competitor analysis
- Python Development: High flexibility but requires over 40 hours of maintenance to deal with blocking measures like TLS fingerprinting and IP reputation checks
- Crawling Services: Incur costs but allow massive data collection without the burden of blocking measures or infrastructure operation, collecting tens of thousands to hundreds of thousands of data per month
- Choose API for internal performance analysis, and services for continuous large-scale data collection for efficient use of both cost and time
This article compares the cost, difficulty, and data collection volume of each method based on the latest standards in 2026.
1. What data can be collected through the official API? (Instagram Graph API)
What is it?
Collecting data through the official Instagram Graph API provided by Meta. It allows access to posts, comments, and insights data of business or creator accounts.
Major Changes in 2026
- Complete Discontinuation of Basic Display API (Dec 2024): Access to personal account data is no longer possible.
- Graph API v22.0 Implementation: Authorization review becomes stricter, and endpoint limitations are reinforced.
- Rate Limit: Limited to 200 calls per Instagram account per hour.
Pros
- No risk of account blocking (official route)
- Access to insight data (reach, impressions, engagement rate)
- Returns stable and structured data
Cons
- Detailed view only available for own account (not suitable for competitor analysis)
- Connection of business/creator account + Facebook page required
- Meta app review approval required (takes days to weeks)
- Not suitable for large-scale collection due to 200 calls per hour limit
- Hashtag search limited to the most recent 24 hours and a maximum of 30 unique hashtags in 7 days
Recommended for
Marketing teams whose main purpose is analyzing the performance of their own accounts. Not suitable for competitor data or mass hashtag collection.
2. What problems arise from directly crawling with Python?
What is it?
A method of directly crawling Instagram web pages using browser automation tools like Selenium or Playwright. Python is most commonly used.
Basic Structure (Example)
from playwright.sync_api import sync_playwright
with sync_playwright() as p:
browser = p.chromium.launch(headless=True)
page = browser.new_page()
page.goto("https://www.instagram.com/explore/tags/여행/")
# 스크롤 + 데이터 파싱
posts = page.query_selector_all("article a")
for post in posts:
print(post.get_attribute("href"))
browser.close()
2026 Reality: The Battle Against Blocking
As of 2026, Instagram operates the most aggressive bot blocking system.
- TLS Fingerprinting: Detects automation tools through the browser's TLS handshake pattern.
- IP Reputation Check: Automatically blocks data center IPs and VPN IPs.
- Behavior Analysis: Analyzes scroll patterns, click speeds, mouse movements.
- Changing doc_id cycles: Changes the doc_id of internal APIs every 2-4 weeks to neutralize crawlers.
Pros
- Allows data collection not provided by the official API
- Freedom to collect hashtags, locations, profiles, etc.
- Low initial cost (if you have development skills)
Cons
- Significant time spent on blocking measures (over 40 hours of maintenance per month)
- Proxy server costs (50,000 to 200,000 KRW per month)
- Risk of IP blocking and account suspension
- Code modifications required with each Instagram structural change
- Development period of 3 to 6 months until stable operation
Recommended for
Small-scale one-time projects or learning purposes. Maintenance burden is significant for business operations.
3. How is using a crawling service different?
What is it?
Professional crawling services handle IP rotation, bypassing bot blocking, and infrastructure operation on behalf of users. Users only need to specify the data to be collected.
Instagram Crawling by Hashscraper
With over 8 years of experience in crawling over 5,000 websites, Hashscraper collects Instagram data reliably.
Data that can be collected:
- Postings based on hashtags (images, text, likes, comments)
- List of posts from specific accounts
- Reels/Story highlight data
- Follower/following count, account profile information
- Location-based post search
Key Advantages:
- Configuration via dashboard without coding
- Automatic bypassing of IP blocking (own proxy pool)
- Automatic adaptation to Instagram's changing structure every 2-4 weeks
- Integration with AI analysis: sentiment analysis, keyword extraction, GPT analysis, etc.
Pros
- No need for development/maintenance personnel
- Stable data collection without blocking concerns
- Massive data collection possible (tens of thousands to hundreds of thousands per month)
- One-stop processing from collection to AI analysis
Cons
- Monthly usage costs incurred
- Only able to collect data within the service scope
- Batch collection method, not real-time
Recommended for
All organizations utilizing Instagram data for marketing, research, e-commerce, etc., on an ongoing basis.
Comparison of 3 Methods at a Glance
| Comparison Item | Official API | Web Scraping (Direct Development) | Crawling Service |
|---|---|---|---|
| Initial Cost | Free | Developer salary (3-6 months) | None |
| Monthly Operating Cost | Free | Proxy 500,000-2,000,000 KRW + Maintenance | Monthly subscription (by plan) |
| Development Difficulty | Medium | High | None |
| Collection Range | Own account only | No restrictions | Within service scope |
| Blocking Risk | None | Very high | None (service handles it) |
| Monthly Collection Volume | Thousands (Rate Limit) | Thousands to tens of thousands | Tens of thousands to hundreds of thousands |
| Maintenance | Low | Very high (over 40h/month) | None |
| Data Quality | High (structured) | Variable | High (structured) |
| Reliability | High | Low | High |
Frequently Asked Questions (FAQ)
Q. Is Instagram crawling legal?
Collecting publicly available data itself is not illegal. However, collecting/utilizing personal information (name, contact information, etc.) without consent is illegal. It is advisable to check the terms of use and relevant regulations for data collection for business purposes.
Q. What data can be collected?
You can collect most of the data visible in public profiles, such as post text, hashtags, number of likes, number of comments, posting time, image URLs, follower count, etc.
Q. Instagram API changed in 2024, right?
Correct. The Instagram Basic Display API was completely discontinued in December 2024. Currently, only the Instagram Graph API is available, supporting only business or creator accounts.
Q. Will our account be blocked if we use a crawling service?
Professional services like Hashscraper do not use customers' Instagram accounts. They collect public data using their own infrastructure, so there is no impact on customer accounts.
Q. How much does it cost?
Annual costs for self-development are over 50 million KRW (developer salary + proxy + infrastructure), while using a crawling service starts from 300,000 KRW per month. In terms of the same amount of data collection, services are cost-effective compared to in-house development.
Related Guides: Complete Guide to Playwright Crawling | Complete Guide to Legality of Web Crawling | Comparison Guide of Crawling Services
Conclusion: Which method is right for our company?
- If you only need to analyze your own account's performance → Graph API is sufficient.
- For small one-time projects → You can try Python scraping.
- For continuous data needs for marketing/research purposes → Crawling services are efficient in both time and cost.
In 2026, Instagram's bot blocking is becoming more sophisticated. Investing the time spent on data collection in analysis and decision-making is key to competitiveness.
Start collecting Instagram data with a free 30-minute consultation.
Hashscraper is a data collection partner for over 500 companies. Experience the crawling service trusted by major Korean companies such as Samsung Electronics, LG Electronics, Hyundai Card, Amorepacific.
