A marketplace has to win supply and demand at once, and both sides now research the same way: they ask an engine which platform to trust, and they read what existing users say. Category definition is the prize; the platform that the engines describe as the standard answer for its niche compounds, while the second name pays for every user.
of B2B software buyers chose a different vendor than initially planned because an AI chatbot recommended it.
G2, The Answer Economy, March 2026.of winning vendors were already on the buyer's day-one shortlist. For a platform, being the default name in the category is the whole game.
6sense, 2025.of the market to convince, each with its own economics, objections and proof requirements, before liquidity does the marketing for you.
Silvengate market analysis, 2026.Marketplace economics forgive almost nothing: acquisition spend on one side is wasted if the other side thins. The plan sequences the constrained side first, measures liquidity rather than sign-ups, and builds the category page layer that makes the platform the cited answer for its niche.
Offer and credential pages, Google Business Profile, consistent details across sources, content shaped to the questions customers ask, and a monthly prompt panel that records who the engines name.
ConversionOne page per offer: what it is, who it is for, what it costs or how pricing works, and what happens next.
MeasurementTracking from first touch to paid sale, without customer data leaving your systems, with source tagged on every sale.