Instagram Scraper

What This Skill Does

The Instagram Scraper skill is a high-performance, agentic browser automation tool designed to extract comprehensive data from Instagram profiles without requiring official API keys. Built as part of the ScrapeClaw ecosystem, it utilizes Python and Playwright to simulate human browsing behavior, effectively bypassing common anti-scraping mechanisms through browser fingerprinting and stealth scripts. The skill operates in two distinct phases: profile discovery, where it identifies target users based on geographical location and industry categories, and browser scraping, where it meticulously parses profile metadata, engagement statistics, post details, and even downloads high-quality thumbnails. It provides structured output in JSON or CSV, making it an essential utility for market researchers, social media managers, and digital marketers seeking to aggregate influencer data at scale.

Installation

To integrate this skill into your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/arulmozhiv/instagram-scraper

Ensure your system has the required dependencies, specifically Python 3 and Chromium, installed, as these are mandatory for the headless browser execution that drives the scraping engine.

Use Cases

• Influencer Research: Identify top-performing influencers in specific niches (e.g., 'Miami fitness') for brand partnerships.
• Market Analysis: Monitor competitor engagement rates and follower growth trends over extended periods.
• Content Curation: Aggregate high-engagement posts from specific categories for trend forecasting.
• CRM Enrichment: Populate lead databases with verified contact info and social metrics from Instagram.

Example Prompts

1. "Find me 20 fitness influencers based in Miami with more than 50k followers and export the data as a JSON file."
2. "Scrape the profile details for user 'tech_guru_example' and download their latest profile thumbnail for my report."
3. "Start a discovery session for sustainable fashion bloggers in London and store the results in my data output folder."

Tips & Limitations

• Rate Limiting: Because this tool simulates real browser traffic, avoid excessive rapid-fire requests to prevent temporary IP bans from Instagram.
• Proxies: The skill supports residential proxy providers; it is highly recommended to configure these if running large-scale scraping tasks to maintain anonymity.
• Maintenance: As Instagram frequently updates their DOM structure, ensure you keep the skill updated via the clawhub command to maintain compatibility with the latest site layout.
• Data Integrity: The scraper automatically skips private profiles, so be aware that your final datasets will only contain public-facing information.