bd-structured-data

name	bd-structured-data
description	Pull pre-structured, cleaned data from 100+ platforms including Amazon, LinkedIn, Instagram, TikTok, YouTube, Reddit, Zillow, Crunchbase, and more. Returns clean JSON — no parsing required. Requires PRO_MODE=true or GROUPS config. Always prefer this over bd-browser for supported platforms — it is faster and cheaper.
compatibility	Requires Bright Data MCP server with API_TOKEN configured and PRO_MODE=true or relevant GROUPS enabled.
allowed-tools	mcp(Bright Data:web_data_amazon_product), mcp(Bright Data:web_data_amazon_product_search), mcp(Bright Data:web_data_amazon_product_reviews), mcp(Bright Data:web_data_walmart_product), mcp(Bright Data:web_data_walmart_seller), mcp(Bright Data:web_data_ebay_product), mcp(Bright Data:web_data_homedepot_products), mcp(Bright Data:web_data_zara_products), mcp(Bright Data:web_data_etsy_products), mcp(Bright Data:web_data_bestbuy_products), mcp(Bright Data:web_data_linkedin_person_profile), mcp(Bright Data:web_data_linkedin_company_profile), mcp(Bright Data:web_data_linkedin_job_listings), mcp(Bright Data:web_data_linkedin_posts), mcp(Bright Data:web_data_linkedin_people_search), mcp(Bright Data:web_data_instagram_profiles), mcp(Bright Data:web_data_instagram_posts), mcp(Bright Data:web_data_instagram_reels), mcp(Bright Data:web_data_instagram_comments), mcp(Bright Data:web_data_facebook_posts), mcp(Bright Data:web_data_facebook_marketplace_listings), mcp(Bright Data:web_data_facebook_company_reviews), mcp(Bright Data:web_data_facebook_events), mcp(Bright Data:web_data_tiktok_profiles), mcp(Bright Data:web_data_tiktok_posts), mcp(Bright Data:web_data_tiktok_shop), mcp(Bright Data:web_data_tiktok_comments), mcp(Bright Data:web_data_x_posts), mcp(Bright Data:web_data_youtube_profiles), mcp(Bright Data:web_data_youtube_videos), mcp(Bright Data:web_data_youtube_comments), mcp(Bright Data:web_data_reddit_posts), mcp(Bright Data:web_data_google_maps_reviews), mcp(Bright Data:web_data_google_shopping), mcp(Bright Data:web_data_google_play_store), mcp(Bright Data:web_data_apple_app_store), mcp(Bright Data:web_data_zillow_properties_listing), mcp(Bright Data:web_data_booking_hotel_listings), mcp(Bright Data:web_data_crunchbase_company), mcp(Bright Data:web_data_zoominfo_company_profile), mcp(Bright Data:web_data_reuter_news), mcp(Bright Data:web_data_yahoo_finance_business), mcp(Bright Data:web_data_github_repository_file)
metadata	{"author":"Bright Data"}

Structured Data Extraction

Retrieve structured data for: $ARGUMENTS

Step 1: Identify the right tool

Match the user's request to the platform and tool using this table:

E-Commerce

Platform	Use case	Tool
Amazon	Product details (use /dp/ URL)	web_data_amazon_product
Amazon	Search results by keyword	web_data_amazon_product_search
Amazon	Product reviews	web_data_amazon_product_reviews
Walmart	Product details (use /ip/ URL)	web_data_walmart_product
Walmart	Seller profile	web_data_walmart_seller
eBay	Product listing	web_data_ebay_product
Best Buy	Electronics catalog	web_data_bestbuy_products
Home Depot	Home improvement products	web_data_homedepot_products
Etsy	Marketplace listings	web_data_etsy_products
Zara	Fashion inventory	web_data_zara_products
TikTok Shop	E-commerce products	web_data_tiktok_shop

Professional & Business

Platform	Use case	Tool
LinkedIn	Person profile	web_data_linkedin_person_profile
LinkedIn	Company page	web_data_linkedin_company_profile
LinkedIn	Job listings	web_data_linkedin_job_listings
LinkedIn	Posts & discussions	web_data_linkedin_posts
LinkedIn	People search	web_data_linkedin_people_search
Crunchbase	Startup / company info	web_data_crunchbase_company
ZoomInfo	Business intelligence	web_data_zoominfo_company_profile
Yahoo Finance	Company financials	web_data_yahoo_finance_business

Social Media & Content

Platform	Use case	Tool
Instagram	Account profile	web_data_instagram_profiles
Instagram	Posts	web_data_instagram_posts
Instagram	Reels	web_data_instagram_reels
Instagram	Comments	web_data_instagram_comments
TikTok	Creator profile	web_data_tiktok_profiles
TikTok	Post metadata	web_data_tiktok_posts
TikTok	Comments	web_data_tiktok_comments
Facebook	Posts	web_data_facebook_posts
Facebook	Marketplace listings	web_data_facebook_marketplace_listings
Facebook	Company reviews	web_data_facebook_company_reviews
Facebook	Events	web_data_facebook_events
X / Twitter	Posts	web_data_x_posts
YouTube	Channel profile	web_data_youtube_profiles
YouTube	Video metadata	web_data_youtube_videos
YouTube	Comments (default: 10)	web_data_youtube_comments
Reddit	Posts	web_data_reddit_posts

Search, Maps & Services

Platform	Use case	Tool
Google Shopping	Product search	web_data_google_shopping
Google Maps	Location reviews	web_data_google_maps_reviews
Google Play	Android app details	web_data_google_play_store
Apple App Store	iOS app details	web_data_apple_app_store
Zillow	Real estate listings	web_data_zillow_properties_listing
Booking.com	Hotel listings	web_data_booking_hotel_listings
Reuters	News articles	web_data_reuter_news
GitHub	Repository file content	web_data_github_repository_file

Step 2: Call the tool

Pass the platform URL or search keyword as required by the specific tool. Example:

web_data_amazon_product({ url: "https://www.amazon.com/dp/B0XXXXXX" })
web_data_linkedin_person_profile({ url: "https://www.linkedin.com/in/username" })
web_data_amazon_product_search({ keyword: "wireless headphones" })

Step 3: Present the results

Return the structured JSON data to the user. Summarize key fields clearly and offer to go deeper on specific attributes if needed.

If PRO tools are unavailable

If web_data_* tools are not available, the account may need PRO_MODE enabled. Tell the user:

1. Structured data tools require PRO_MODE or GROUPS configuration
2. Add "PRO_MODE": "true" to the env section in mcp.json, or set "GROUPS": "ecommerce,social,business" for selective access
3. Run /bd-setup to verify the updated configuration