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Instagram Hashtag Scraper

Try for free

Extract posts from Instagram hashtags with complete metadata including engagement metrics, captions, media info, and author details. Features smart pagination, anti-block strategies, and multiple scraping approaches.

Pricing

from $10.00 / 1,000 results

Rating

5.0

(4)

Developer

Crawler Bros

Actor stats

Bookmarked

Total users

Monthly active users

2 months ago

Last modified

Categories

Social media

Developer tools

Other

You can access the Instagram Hashtag Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

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            "title": "Hashtags to Scrape",
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          "maxPostsPerHashtag": {
            "title": "Maximum Posts Per Hashtag",
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            "maximum": 1000,
            "type": "integer",
            "description": "Maximum number of posts to extract for each hashtag. Set to 0 for unlimited (use with caution).",
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            "title": "Minimum Delay (seconds)",
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          "maxDelayBetweenRequests": {
            "title": "Maximum Delay (seconds)",
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            "maximum": 60,
            "type": "integer",
            "description": "Maximum delay in seconds between requests to avoid rate limiting.",
            "default": 5
          },
          "humanizeBehavior": {
            "title": "Humanize Behavior",
            "type": "boolean",
            "description": "Enable human-like behavior simulation (random delays, mouse movements, scrolling) to reduce detection risk.",
            "default": true
          },
          "cookies": {
            "title": "Instagram Cookies",
            "type": "string",
            "description": "Instagram authentication cookies in JSON format. Required for accessing hashtag data. Format: [{\"name\":\"sessionid\",\"value\":\"...\",\"domain\":\".instagram.com\"}, ...]. See README for extraction instructions."
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            "title": "Use GraphQL API",
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Instagram Hashtag Scraper OpenAPI definition

OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.

OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.

By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.

You can download the OpenAPI definitions for Instagram Hashtag Scraper from the options below:

OpenAPI.json

If you’d like to learn more about how OpenAPI powers GPTs, read our blog post.

You can also check out our other API clients:

Instagram Hashtag Scraper API in Python

Instagram Hashtag Scraper API in JavaScript

Instagram Hashtag Scraper API through CLI

Instagram Hashtag Scraper API

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Extract top and recent posts from any Instagram hashtag with the Instagram Hashtag Super Scraper. This powerful tool lets you collect structured data from Instagram by searching specific hashtags, perfect for social media analytics, trend monitoring, and content research.

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⚡ Instagram Hashtag Scraper – Extract posts & reels from any public hashtag. Get captions, likes, views, comments, timestamps & media URLs. Bulk hashtag support, no login needed. Export to JSON, CSV or Excel. $0.50/1,000 results.

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Best posts & reels hashtag scraper! $0.016 / hashtag gets you 60 items FREE, then $0.0004 / additional item. No authentication, no proxy needed. Perfect for content research and social media intelligence! ⚡