Instagram Hashtag Scraper API

Scrape Instagram posts by hashtag and collect data such as post URL, username, description, hashtags, likes, comments count, views, date posted, and attached photos.

5K free records/month · Credit card not required

Available Instagram scrapers

Pick an Instagram Hashtag scraper and call it. Every Instagram Hashtag scraper lists its output fields, delivery volume, and live success rate.

Explore thousands of production-ready scrapers

Pay only for successful results, no surprises – Proxies, unlocking, browsers and retries are built in.

#1

Ranked (by AIMultiple)

99.2%

Avg. success rate

100M+

Requests weekly

400M+

Proxy IPs built in

GDPR & CCPA

Compliant

Instagram Hashtag Scraper API Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

Free Tier
5K
records
Start free
  • 5K records per month
  • No credit card required
  • Expert support
Pay as you go
$1.5/1K record
Start free
  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Scale
$499 /month
Slide to adjust plan Start free
  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Enterprise
Custom
Talk to sales
  • Volume discounts
  • Account manager
  • Premium SLA
  • Priority support
  • SSO
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How it works

From zero to Instagram Hashtag data in 3 steps

No proxies to configure, no infrastructure to manage. Pick, call, and receive.
  1. Pick a scraper

    Choose from the Instagram Hashtag scrapers above or create your own with AI in minutes.

  2. Call the API

    One API call with up to 5,000 target URLs. Python and Node.js SDKs, CLI, MCP server, or any HTTP client.

  3. Get structured data

    Receive clean, parsed [current_scrper_name] data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.

Scraper API Call
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.instagram.com/p/Cuf4s0MNqNr","country":""},{"url":"https://www.instagram.com/p/DP861NijuwE","country":""}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lk5ns7kz21pck8jpis&format=json&uncompressed_webhook=true"
Response payload
[
  {
    "db_source": "1788606841266",
    "timestamp": "2026-09-05",
    "url": "https:\/\/www.instagram.com\/p\/DbGJpXgzRWC",
    "user_posted": "samsungmobile",
    "description": "Meet the #GalaxyZFold8Ultra and the all-new #GalaxyZFold8—the ultimate powerhouse and the world\u0027s lightest fold. Two dis...",
    "hashtags": [
      "#GalaxyZFold8Ultra",
      "#GalaxyZFold8—the",
      "#GalaxyAI"
    ],
    "num_comments": 437,
    "date_posted": "2026-07-22T13:02:07.000Z"
  },
  {
    "db_source": "1788606841266",
    "timestamp": "2026-09-05",
    "url": "https:\/\/www.instagram.com\/p\/DcyuG05ES5A\/",
    "user_posted": "socalthrills",
    "description": "New Zealand’s North Island isn’t just one kind of experience. 🇳🇿\n\nIt’s Māori culture, geothermal landscapes, incredibl...",
    "hashtags": [
      "#NZMustDo",
      "#NewZealand",
      "#NorthIslandNZ",
      "#TravelAdvisor"
    ],
    "num_comments": 0,
    "date_posted": "2026-09-02T16:58:41.000Z"
  },
  {
    "db_source": "1788606841266",
    "timestamp": "2026-09-05",
    "url": "https:\/\/www.instagram.com\/p\/DbToLqrs0zd\/",
    "user_posted": "wari__art",
    "description": "„Energie“ ist bei @artundweise_veganicecream eingezogen - Ausstellung ist noch bis Ende August in der Monheimer Altstadt...",
    "hashtags": [
      "#kunst",
      "#abstrakt",
      "#artundweise",
      "#ausstellung",
      "#acryl"
    ],
    "num_comments": 0,
    "date_posted": "2026-07-27T18:45:13.000Z"
  },
  {
    "db_source": "1788606841266",
    "timestamp": "2026-09-05",
    "url": "https:\/\/www.instagram.com\/p\/Dc06usDEyLI\/",
    "user_posted": "drjockers",
    "description": "👇 Comment with \u0022Guide\u0022 for My 30 Cancer Fighting Foods Guide!\n\nCancer risk isn’t influenced by just one factor. Our eve...",
    "hashtags": [
      "#Cancer",
      "#WomensHealth",
      "#PreventiveHealth",
      "#HolisticHealth",
      "#HealthyLiving",
      "#Wellness",
      "#Health",
      "#Nutrition"
    ],
    "num_comments": 40,
    "date_posted": "2026-09-03T13:27:26.000Z"
  },
  {
    "db_source": "1788606841266",
    "timestamp": "2026-09-05",
    "url": "https:\/\/www.instagram.com\/p\/DRtrQjyk3Gn\/",
    "user_posted": "matisseella",
    "description": "hello summer in @sundaysthelabel",
    "hashtags": null,
    "num_comments": 41,
    "date_posted": "2025-12-01T08:12:13.000Z"
  }
]
Start free

Everything you need, built in

You pay for results. Proxies, rendering, concurrency, and delivery are always included, on every plan.

Go straight to the source

Every request runs on Bright Data infrastructure. 400M+ IPs, unlocking and browsers are built in.

Scale to millions of pages instantly

Send unlimited concurrent requests - no infrastructure to manage, no configs to change.

Scrapers auto-fix when sites change

AI-powered self-healing detects site changes and repairs scrapers. Your pipelines keep running.

Thousands of verified scrapers

Every scraper is built, tested, and maintained by Bright Data. No community guesswork.

Pay per result, nothing extra

One price per record . Proxies, retries, rendering, unblocking - all included, no surprises.

Compliant and fully supported

GDPR & CCPA compliant. 24/7 human support on every plan, including free.

Explore more Instagram scrapers

Instagram Hashtag data scraping use cases

Real-time Instagram Hashtag intelligence for your business.

Hashtag strategy and optimization

Hashtags
Posts
Engagement
Pull volume and engagement signals across thousands of hashtags to see which drive real reach versus which are oversaturated. Fine-tune content distribution for any audience segment.

Emerging trend detection

Hashtags
Dates
Views
Monitor hashtag growth velocity and post volume spikes to spot micro-trends before they peak. Catch rising product categories and cultural moments before they hit the mainstream.

Competitive and niche landscape mapping

Hashtags
Users
Posts
Uncover how competitors position themselves through the hashtags they use. Map the ecosystem around a niche to find white-space opportunities and avoid oversaturated territory.

Influencer and creator discovery by hashtag

Creators
Hashtags
Engagement
Scrape top posts under niche hashtags to surface creators already active in a category. Build influencer shortlists based on proven topical relevance instead of cold searches.

Leading the way in ethical web data collection

Only publicly available data. ISO 27001 certified, SOC 2 controls, GDPR & CCPA compliant. Every use case is reviewed by a dedicated Compliance & Ethics team, backed by a documented Know Your Customer process and Acceptable Use Policy.



Bright Data is used by world's top brands

Instagram Hashtag Scraper API FAQs

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.

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.

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.

Absolutely! The Instagram Hashtag Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.

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.

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.

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.

There are no specific usage limits for the Instagram Hashtag Scraper API, offering you the flexibility to scale as needed.

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.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).

The easiest way to scrape Instagram Hashtag data at scale