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3.4K+
- API based scraper
Use our interface to build your api request - Automation in scale
Build your own scheduler to control the frequency - Delivery
Deliver the data to your preferred storage or download it
Instagram Hashtag Scraper
Scrape Instagram hashtags and collect data such as followers, engagement score, likes, comments, URL, content, date posted, and much more.
No credit card required
- Free tier - 5K records a month for free
- Scrape on demand via API or no-code scraper
- Pay only for successfully delivered results
- Bulk request handling, up to 5K URLs
Trusted by 20,000+ customers worldwide
Web Scrapers
Available Social Media Scrapers
Remove the need to develop and maintain the infrastructure. Simply extract high volume web data, and ensure scalability and reliability using web scraper APIs or no-code scrapers.
Instagram Hashtag Scraper API Pricing
Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.
We accept these payment methods:
Every plan gives you full access - pay less per record as you scale
Data Collection
- Automated proxy management
- Full browser rendering
- CAPTCHA solving
Performance at Scale
- Unlimited concurrency
- Batch & scheduled collection
- Job management APIs
Data Delivery
- Data validation & discovery
- Data parsing (JSON or CSV)
- Webhook or API delivery
Just want Instagram data? Skip scraping.
Purchase an Instagram dataset
CODE EXAMPLES
Easily scrape Instagram hashtag data without worrying about being blocked.
Input
JSON
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.instagram.com/p/Cuf4s0MNqNr"},{"url":"https://www.instagram.com/p/DP861NijuwE"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lk5ns7kz21pck8jpis&format=json&uncompressed_webhook=true"
Output
JSON
[
{
"db_source": "1784143874161",
"timestamp": "2026-07-15",
"url": "https:\/\/www.instagram.com\/p\/DREdllLDePe",
"user_posted": "paulziemiak",
"description": "Viva Polonia an Rhein und Ruhr! \n 🇩🇪 🇵🇱 \n\nWusstet ihr, dass Millionen Menschen in Nordrhein-Westfalen polnische Vorf...",
"hashtags": [
"#NRW."
],
"num_comments": 11,
"date_posted": "2025-11-15T08:03:54.000Z"
},
{
"db_source": "1784143874161",
"timestamp": "2026-07-15",
"url": "https:\/\/www.instagram.com\/p\/DJeauFvT6GZ",
"user_posted": "theindianidiot",
"description": "🙏🏾",
"hashtags": null,
"num_comments": 350,
"date_posted": "2025-05-10T13:47:56.000Z"
},
{
"db_source": "1784143874161",
"timestamp": "2026-07-15",
"url": "https:\/\/www.instagram.com\/reel\/DQwBJGXCEbg",
"user_posted": "gretchenrole",
"description": "+32 🎂 \n#harrypotter #harrypottercake",
"hashtags": [
"#harrypotter",
"#harrypottercake"
],
"num_comments": 123,
"date_posted": "2025-11-07T08:49:40.000Z"
},
{
"db_source": "1784143874161",
"timestamp": "2026-07-15",
"url": "https:\/\/www.instagram.com\/reel\/DQpbapXjtak",
"user_posted": "bb.realestates",
"description": "Wie läuft die Vermarktung in Zusammenarbeit mit Berenfänger \u0026 Bechtold ab?👨🏻💻\n\n#bbrealestate #berenfaengerbechtold #...",
"hashtags": [
"#bbrealestate",
"#berenfaengerbechtold",
"#immobilien",
"#architecture",
"#realestate",
"#luxuryhomes",
"#interior",
"#immobilienmakler"
],
"num_comments": 0,
"date_posted": "2025-11-04T20:06:25.000Z"
},
{
"db_source": "1784143874161",
"timestamp": "2026-07-15",
"url": "https:\/\/www.instagram.com\/p\/DQN2K_UgRU0",
"user_posted": "eluniversalmx",
"description": "Con una sonrisa en el rostro y saludando al público, Pato entró con un saco de color negro con distintos diseños que rea...",
"hashtags": null,
"num_comments": 0,
"date_posted": "2025-10-25T03:00:30.000Z"
}
]
Effortlessly scrape Instagram Hashtag data
Leading the way in ethical web data collection
We have set the gold standard for ethical and compliant web data practices. Our peer network is built on trust, with every member personally opting in and the guarantee of zero personal data collection. We champion the collection of only publicly available data, backed by an industry-leading Know Your Customer process and a transparent Acceptable Use Policy. Our global, multilingual Compliance & Ethics team, the first of its kind, ensures we stay ahead of regulatory changes and best practices.
DEPLOY FASTER
Scrape Instagram Hashtag with one API call
Data Discovery
Detecting data structures and patterns to ensure efficient, targeted extraction of data.
Bulk Request Handling
Reduce server load and optimize data collection for high-volume scraping tasks.
Data Parsing
Efficiently converts raw HTML into structured data, easing data integration and analysis.
Data validation
Ensure data reliability and save time on manual checks and preprocessing.
UNDER THE HOOD
Never worry about proxies and CAPTCHAs again
- Automatic IP Rotation
- CAPTCHA Solver
- User Agent Rotation
- Custom Headers
- JavaScript Rendering
- Residential Proxies
BEST-IN-CLASS DX
Easy to start. Easier to scale.
Unmatched Stability
Ensure consistent performance and minimize failures by relying on the world’s leading proxy infrastructure.
Simplified Web Scraping
Put your scraping on auto-pilot using production-ready APIs, saving resources and reducing maintenance.
Unlimited Scalability
Effortlessly scale your scraping projects to meet data demands, maintaining optimal performance.
API for Seamless Instagram Hashtag Data Access
Comprehensive, Scalable, and Compliant Web Data Extraction
API for Seamless Instagram Hashtag Data Access
Comprehensive, Scalable, and Compliant Web Data Extraction
Tailored to your workflow
Get structured data in JSON, NDJSON, or CSV files through Webhook or API delivery.
Built-in infrastructure and unblocking
Get maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.
Battle-proven infrastructure
Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 400M+ real user IPs covering 195 countries.
Industry leading compliance
Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA.
Instagram Hashtags Scraper use cases
Hashtag strategy and optimization
Stop guessing which hashtags actually move the needle. Pull volume data, usage frequency, and engagement signals across thousands of hashtags to identify which tags drive real reach versus which ones are oversaturated. Compare niche hashtags against broad ones to fine-tune content distribution strategies and maximize organic discoverability for any given audience segment.
Emerging trend detection
Spot cultural moments and niche movements the moment they start gaining traction — not after they peak. By continuously monitoring hashtag growth velocity and post volume spikes, brands and analysts can identify micro-trends early enough to act on them. Whether it's a rising product category, a viral challenge, or a shifting cultural conversation, hashtag data reveals what's next before it hits the mainstream.
Competitive and niche landscape mapping
Uncover how competitors and industry players are positioning themselves through the hashtags they own, borrow, or avoid. Map out the full hashtag ecosystem around a product category or niche to understand audience clustering, content overlap, and white-space opportunities. Use this intelligence to carve out a distinct presence and avoid competing in oversaturated hashtag territory.
Simplified Instagram data extraction
Why 20,000+ Customers Choose Bright Data
100% Compliant
Scraped data is ethically obtained and compliant with all privacy laws.
24/7 Global Support
A dedicated team of data professionals is here to help.
Complete Data Coverage
Access 400 million+ global IPs to scrape data from any website.
Unmatched Data Quality
Advanced technologies and validation methods for quality data.
Powerful Infrastructure
Scrape high-volume data without getting blocked.
Custom Solutions
Get tailored solutions to meet unique needs and goals.
Bright Data is used by world's top brands
We help businesses grow with secure, scalable, flexible data management.
I recommend using Bright Data’s products for any company, especially in the finance industry. Bright Data is trustworthy and compliant, the service is great, the products are flawless and their network is fast and stable.
Xiaolong ShiCrawler Engineer at Bitget- Bright Data has their own proxy infrastructure which helps keep your web data flowing plus, their web unlocker helps beat any pesky CAPTCHAs that might be holding you back.Watch now
Nicholas RenotteData Science Specialist 
From my experience, Bright Data’s service has been invaluable. Bright Data helped us collect enough public web data to meet our needs, and with its support and development staff, we optimized many of our processes.
Charmagne CruzHead of Reporting & Analytics, Business Technologies and Pricing at Shopee Philippines Inc.- Having the best quality and quantity of data is the most important thing, and that’s where the combination of Bright Data and tgndata works.Watch now
George KoutsoudopoulosCEO at tgndata - We are really impressed with the reliability, and very happy with Bright Data overall. We have a regular communication channel with our account manager, who is very helpful.
Yorgos PanzarisCTO at Convert Group - We are very pleased with the partnership with Bright Data. Everything’s been good, the network has been very stable, we’re happy with the customer service and the support staff is bar none in our book.
Cheddi RaiCEO at AdRetreaver
Instagram Hashtag Scraper API FAQs
What is the Instagram Hashtag Scraper API?
The Instagram Hashtag Scraper API is a powerful tool designed to automate data extraction from the Instagram Hashtag website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the Instagram Hashtag Scraper API work?
The Instagram Hashtag Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.
Is the Instagram Hashtag Scraper API compliant with data protection regulations?
Yes, the Instagram Hashtag Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.
Can I use the Instagram Hashtag Scraper API for competitive analysis?
Absolutely! The Instagram Hashtag Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the Instagram Hashtag Scraper API with my existing systems?
The Instagram Hashtag Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.
Is there a free tier available for the Instagram Hashtag Scraper API?
Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the Instagram Hashtag Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.
What happens when my free credits run out while using the Instagram Hashtag Scraper API?
When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.
To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.
What are the usage limits for the Instagram Hashtag Scraper API?
There are no specific usage limits for the Instagram Hashtag Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the Instagram Hashtag Scraper API?
Yes, we offer dedicated support for the Instagram Hashtag Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.
What delivery methods are available?
Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.
What file formats are available?
JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).