Marketplace intelligence

Weekly insights for marketplace founders and operators.

Strategy, growth, and agentic commerce — weekly deep dives for marketplace operators building in the age of AI agents.

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Operator atlas

Use the full marketplace stack as a planning map, not just an archive.

Jump into structure, trust, monetization, technology, and the rest of the stack fast — then pull the articles that help you decide, build, and scale that layer.

Open the atlas

Interactive tool

Model the economics before you pitch the market.

Estimate marketplace value, revenue potential, and key unit economics in minutes so you can pressure-test your plan before sharing it with investors or partners.

Open the calculator

Interactive tool

See how much more revenue a layered marketplace could make.

Compare a single-model baseline against hybrid stacks across leads, commission, payments, subscriptions, ads, software, and capital.

Open the simulator

Interactive tool

Audit your marketplace trust stack before you add another badge.

Score identity, reputation, transaction control, disputes, privacy, and AI readiness against the risk profile your marketplace actually has.

Open the trust audit

Interactive tool

Pick the right marketplace business model before you write a line of code.

Compare directory, lead gen, booking, and managed models side by side — with real revenue data, transaction flows, and case studies from 40+ companies.

Compare models