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AI agents are absorbing the comparison step marketplaces were built on. Search and financial data from edtech, automotive, and solar show a consistent pattern.
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Airbnb, DoorDash, Etsy, Upwork, and Angi reveal a consistent pattern: high sales and marketing spend does not predict growth. This study shows what the paid acquisition trap looks like in the data, what escaping it requires, and how to diagnose whether you are in it.
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The next growth lever in marketplaces is not acquisition. It is what happens after the transaction.
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Consumers are shifting from do-it-yourself to do-it-for-me. The marketplaces that recognize this early and restructure around it will win.
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You scale a marketplace business by fixing the one constraint on liquidity first. SaaS and DTC playbooks miss it, which is why so many marketplaces stall.
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