brightdata-instagram

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Discover Instagram influencers by keyword search using Bright Data API

4stars🔀1forks📁View on GitHub🕐Updated Jan 1, 2026

When & Why to Use This Skill

This Claude skill enables automated discovery of Instagram influencers and content creators by integrating with the Bright Data Web Scraping API. It streamlines the process of finding niche-specific profiles through keyword searches, providing essential data such as follower counts, biographies, and profile URLs to support data-driven marketing and outreach strategies.

Use Cases

  • Influencer Marketing: Identify potential brand ambassadors and niche content creators by searching for specific industry keywords like 'fitness' or 'tech'.
  • Market Research: Analyze the social media landscape and competitor presence within specific categories to understand audience engagement and profile trends.
  • Lead Generation: Build targeted lists of social media leads with verified profile data for outreach, collaboration, or networking campaigns.
  • Creative Asset Sourcing: Retrieve profile images and metadata to serve as references for AI-generated portraits or visual content planning.
namebrightdata-instagram
descriptionDiscover Instagram influencers by keyword search using Bright Data API

Bright Data Instagram Scraper

Discover Instagram influencers using Bright Data's web scraping API.

When to Use

Use this skill when you need to:

  • Find Instagram influencers in a specific niche
  • Discover content creators for collaboration
  • Search Instagram profiles by keyword
  • Get influencer profile photos for portrait generation

How to Use

Step 1: Trigger the Scrape

$CLAUDE_CONFIG_DIR/skills/brightdata-instagram/scripts/trigger-scrape.sh "search_keyword"

Parameters:

  • search_keyword: The keyword to search for (e.g., "fitness", "photography")

Returns: A snapshot_id used to fetch results

Example:

$CLAUDE_CONFIG_DIR/skills/brightdata-instagram/scripts/trigger-scrape.sh "fitness trainer"
# Output: snapshot_id=abc123xyz

Step 2: Wait for Scraping

Bright Data needs approximately 2-3 minutes to complete the scrape. Wait before fetching results.

Step 3: Fetch Results

$CLAUDE_CONFIG_DIR/skills/brightdata-instagram/scripts/get-snapshot.sh "snapshot_id"

Parameters:

  • snapshot_id: The ID returned from trigger-scrape.sh

Example:

$CLAUDE_CONFIG_DIR/skills/brightdata-instagram/scripts/get-snapshot.sh "abc123xyz"

Output file: /tmp/data/instagram_[timestamp].json

Output Data Structure

Each profile in the results includes:

Field Description
username Instagram username
url Direct link to the profile
followers Number of followers
biography Profile bio/description
profile_pic_url URL to profile picture
posts Array of recent posts with images

Environment Variables

  • BRIGHTDATA_API_KEY: Required. Your Bright Data API key.

Guidelines

  1. Start with broad keywords, then narrow down if needed
  2. The API returns up to 5 profiles per search by default
  3. If the snapshot is not ready, wait and retry
  4. Always check for errors in the API response
  5. Profile photos can be downloaded for portrait generation

Error Handling

Error Cause Solution
"running" status Snapshot still being prepared Wait 1-2 minutes and retry
401 error Invalid API key Verify BRIGHTDATA_API_KEY is set correctly
Empty results No matches found Try a different or broader keyword