Bright Data - Structured Data Feeds Skill

Bright Data - Structured Data Feeds

Extract structured data from major websites with automatic parsing. No scraping logic needed - just provide a URL and get clean JSON data.

Setup

Environment Variables (Required)

export BRIGHTDATA_API_KEY="your-api-key"

Optional

export BRIGHTDATA_POLLING_TIMEOUT=600  # Max seconds to wait (default: 600)

Get your API key from Bright Data Dashboard.

Usage

bash scripts/datasets.sh <dataset_type> <url> [additional_params...]

Available Datasets

E-Commerce

| Dataset | Command | Description | |---------|---------|-------------| | Amazon Product | datasets.sh amazon_product <url> | Product details, pricing, ratings | | Amazon Reviews | datasets.sh amazon_product_reviews <url> | Customer reviews for a product | | Amazon Search | datasets.sh amazon_product_search <keyword> <domain_url> | Search results | | Walmart Product | datasets.sh walmart_product <url> | Product details from Walmart | | Walmart Seller | datasets.sh walmart_seller <url> | Seller information | | eBay Product | datasets.sh ebay_product <url> | eBay listing details | | Home Depot | datasets.sh homedepot_products <url> | Home Depot product data | | Zara | datasets.sh zara_products <url> | Zara product details | | Etsy | datasets.sh etsy_products <url> | Etsy listing data | | Best Buy | datasets.sh bestbuy_products <url> | Best Buy product info |

Professional Networks

| Dataset | Command | Description | |---------|---------|-------------| | LinkedIn Person | datasets.sh linkedin_person_profile <url> | Profile data (experience, skills) | | LinkedIn Company | datasets.sh linkedin_company_profile <url> | Company page data | | LinkedIn Jobs | datasets.sh linkedin_job_listings <url> | Job posting details | | LinkedIn Posts | datasets.sh linkedin_posts <url> | Post content and engagement | | LinkedIn Search | datasets.sh linkedin_people_search <url> <first> <last> | Find people | | Crunchbase | datasets.sh crunchbase_company <url> | Company funding, employees | | ZoomInfo | datasets.sh zoominfo_company_profile <url> | Company profile data |

Instagram

| Dataset | Command | Description | |---------|---------|-------------| | Profiles | datasets.sh instagram_profiles <url> | Bio, followers, following | | Posts | datasets.sh instagram_posts <url> | Post details, likes, captions | | Reels | datasets.sh instagram_reels <url> | Reel data and metrics | | Comments | datasets.sh instagram_comments <url> | Post comments |

Facebook

| Dataset | Command | Description | |---------|---------|-------------| | Posts | datasets.sh facebook_posts <url> | Post content and reactions | | Marketplace | datasets.sh facebook_marketplace_listings <url> | Listing details | | Reviews | datasets.sh facebook_company_reviews <url> [num] | Company reviews | | Events | datasets.sh facebook_events <url> | Event details |

TikTok

| Dataset | Command | Description | |---------|---------|-------------| | Profiles | datasets.sh tiktok_profiles <url> | Creator profile data | | Posts | datasets.sh tiktok_posts <url> | Video details and metrics | | Shop | datasets.sh tiktok_shop <url> | TikTok Shop product data | | Comments | datasets.sh tiktok_comments <url> | Video comments |

YouTube

| Dataset | Command | Description | |---------|---------|-------------| | Profiles | datasets.sh youtube_profiles <url> | Channel data | | Videos | datasets.sh youtube_videos <url> | Video details and stats | | Comments | datasets.sh youtube_comments <url> [num] | Video comments (default: 10) |

Other Social

| Dataset | Command | Description | |---------|---------|-------------| | X (Twitter) | datasets.sh x_posts <url> | Tweet data | | Reddit | datasets.sh reddit_posts <url> | Post and comment data |

Google Services

| Dataset | Command | Description | |---------|---------|-------------| | Maps Reviews | datasets.sh google_maps_reviews <url> [days] | Business reviews (default: 3 days) | | Shopping | datasets.sh google_shopping <url> | Product comparison data | | Play Store | datasets.sh google_play_store <url> | App details and reviews |

Other

| Dataset | Command | Description | |---------|---------|-------------| | Apple App Store | datasets.sh apple_app_store <url> | iOS app data | | Reuters News | datasets.sh reuter_news <url> | News article content | | GitHub | datasets.sh github_repository_file <url> | Repository file data | | Yahoo Finance | datasets.sh yahoo_finance_business <url> | Stock and company data | | Zillow | datasets.sh zillow_properties_listing <url> | Property listing details | | Booking.com | datasets.sh booking_hotel_listings <url> | Hotel listing data |

Examples

Get LinkedIn Profile

bash scripts/datasets.sh linkedin_person_profile "https://www.linkedin.com/in/satyanadella/"

Get Amazon Product

bash scripts/datasets.sh amazon_product "https://www.amazon.com/dp/B09V3KXJPB"

Get Instagram Profile

bash scripts/datasets.sh instagram_profiles "https://www.instagram.com/natgeo/"

Get YouTube Comments

bash scripts/datasets.sh youtube_comments "https://www.youtube.com/watch?v=dQw4w9WgXcQ" 20

Search Amazon

bash scripts/datasets.sh amazon_product_search "wireless headphones" "https://www.amazon.com"

Output Format

Returns structured JSON with website-specific fields. Example for LinkedIn profile:

{
  "name": "Satya Nadella",
  "headline": "Chairman and CEO at Microsoft",
  "location": "Greater Seattle Area",
  "connections": "500+",
  "experience": [...],
  "education": [...],
  "skills": [...]
}

How It Works

Trigger: Sends URL to Bright Data's Web Data API
Poll: Waits for data collection to complete (checks every second)
Return: Outputs structured JSON when ready

The polling mechanism handles rate limits and ensures data quality by waiting for full extraction.

Advanced: Direct Fetch

For custom dataset IDs or advanced use cases:

bash scripts/fetch.sh <dataset_id> '<json_input>'

Example:

bash scripts/fetch.sh gd_l1viktl72bvl7bjuj0 '{"url":"https://linkedin.com/in/someone"}'

Agent Skills: Bright Data - Structured Data Feeds

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