Marketplace
Aggregation, discovery, matching, payments, reputation, and liquidity.
The listing page was the first act. The next generation will own workflow, trust, data, and the transaction itself.
The best marketplace businesses do more than introduce supply and demand. They remove the friction that kept the market fragmented in the first place.
Aggregation, discovery, matching, payments, reputation, and liquidity.
Software, AI, services, compliance, logistics, financing, or another embedded workflow.
AI will make software cheaper and faster to produce. That shifts the moat toward what code cannot simply generate: hard-won supply, repeat demand, trust, local density, and transaction data. A marketplace with real liquidity can use AI to ship faster without rebuilding its network from scratch.
AI compresses the time and cost of building software. Product features that once took years to ship can now be copied in months or weeks.
Trusted supply, repeat demand, local density, reputation, and transaction history still have to be earned one participant at a time.
AI can automate matching, pricing, support, compliance, and coordination. It can also create new supply and buy on behalf of demand.
A marketplace does not become defensible because the deck has a flywheel. I look for the work that makes each new participant improve the market for everyone else.
Unique, constrained, credentialed, local, or regulated supply that demand cannot easily find somewhere else.
Better pricing, speed, convenience, trust, access, or workflow. The product has to make the transaction meaningfully better.
More supply improves demand conversion. More demand improves supply utilization. The loop gets stronger as the market grows.
Pricing, quality, availability, and transaction data that improve the product instead of sitting in a dashboard.
I am industry agnostic. What matters is a large market with poor coordination and a reason technology can unlock it now.
Industrial labor, environmental services, defense manufacturing, aviation repair, grid infrastructure, and other markets where credentials and local availability still clear through brokers and phone calls.
Agents that create new supply, buy on behalf of users, price risk, or coordinate transactions that could not be economically matched before.
Healthcare, insurance, pharmacy, legal, and trade workflows where trust and compliance are not edge cases. They are the product.
Communities, identity, live commerce, ownership models, and cultural shifts that make a market possible now when it was not five years ago.
See the market before everyone else?