Nolyn

Why it exists

Nolyn is an AI research workbench for ecommerce sellers and brands. It gathers supported marketplace and social data into source-backed briefs about products, customer reviews and creators, with scheduled follow-ups. Start with a focused question and check sample coverage before inferring demand. Our TikTok Shop case explains why cumulative sold counts are not recent sales: https://www.nolyn.ai/case-studies/tiktok-shop-best-sellers . Explore advertising spend and margin assumptions with https://www.nolyn.ai/tools/roas-calculator . Popularity and ROAS alone do not establish profit. Public calculators need no login; AI research uses account credits and supported sources. Submitted by the Nolyn team.