FIND TOOLS BY TASK

AI tools for product research

Investigate product demand, competitors, and marketplace signals. Check the platform fit and access requirements in each listing.

Explore the directory

Compare a shortlist. Check the fit before you commit.
4 tools
AI-enabled analytics

Kalodata

TikTok Shop market research with product, creator, shop, and video insights.

TikTok marketplace data

Paid plans · Trial advertised

AI advertising platform

SellerApp

Amazon research, listing analysis, reporting, and AI or rule-based advertising optimization.

Amazon data & advertising accounts

Self-serve and service pricing vary

Market & AI visibility analytics

SmartScout

Brand, seller, category, and product intelligence with an advertised AI search visibility monitor.

Marketplace data · AI citation monitoring

Paid access · Check current plan coverage

Build a shortlist from evidence

Start with a market, customer problem, budget, and category you understand. Collect comparable product, shop, creator, and competitor signals over a defined period. Marketplace data tools may report estimates; record the metric definition beside each figure. Kalodata focuses on TikTok Shop analytics, while Pikpop advertises a coordinated workflow for product intelligence, development, and supplier sourcing. The data workflows collection covers connectors for deeper research.

Validate the economics separately

A trend report does not include your supplier terms, landed cost, return rate, or customer acquisition cost. Calculate contribution margin after platform fees, fulfillment, advertising, and likely returns. Use the research output to prioritize a small test, then compare actual sales and refunds against your assumptions.