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1 minute readNewAgent-ready

Compare pricing models with buyer context

Fit models using supported buyer context and compare their proposed prices in shadow mode.

Buyer-aware pricing on the Learned pricing page in shadow mode, showing the price sensitivity each model learned for agents, businesses and people, and 30 days of shadow prices

Buyer-aware pricing uses selected context, such as buyer type and channel, when fitting models from your recorded outcomes.

Start in shadow mode to compare the prices each model would propose with the prices actually quoted. Shadow results are estimates, not observed sales at the alternative prices.

Review the permitted context fields, training requirements and price limits before enabling live adjustments. The Learned pricing page and buyer-aware pricing MCP tools expose these controls.