Structured, creator-attributed beauty product data — indexed from hundreds of YouTube Shorts.
/api/v1/productsAll enriched canonical products with creator mentions. Supports free-text search.
q, brand, category, subcategory, formulation, price_tier, retailer, limit, offsetcurl "https://grailpeople.com/api/v1/products?q=blush&category=FACE&price_tier=drugstore&limit=5"
/api/v1/recommendationsProduct recommendations ranked by creator mention count. Filter by skin type, price tier, or creator.
q, category, subcategory, formulation, price_tier, skin_type, retailer, creator, limitcurl "https://grailpeople.com/api/v1/recommendations?skin_type=oily&category=FACE"
/api/v1/creatorsAll indexed creators with subscriber counts and product totals.
platform, min_productscurl "https://grailpeople.com/api/v1/creators"
/api/v1/creators/[handle]One creator's full product history — every mention across all indexed videos, with quotes and source URLs.
handlecurl "https://grailpeople.com/api/v1/creators/shelbyannbell"
Each creator and product has an HTML page with structured JSON-LD for AI indexing.
Product history, creator quotes, and source videos — grouped by category and subcategory.
https://grailpeople.com/creators/[handle]Canonical product data with creator evidence, quotes, confidence scores, and retailer info.
https://grailpeople.com/products/[id]Product IDs are returned in API responses as id.
FACELIPEYESSKINCAREHAIRTOOLSOTHER