Why AI Falls Short in Seattle
Seattle's complexity requires human insight. View premiums, lot grade, microclimates, school catchments, and renovation craftsmanship rarely show up cleanly in public data.
An algorithm comparing two homes a block apart may treat them as identical when one sits on a flat lot and the other steps down to a Lake Washington view. The price gap can be hundreds of thousands.
What an Expert Evaluation Considers
A real evaluation considers condition, demand, finish quality, and the trajectory of the surrounding micro-market. It accounts for off-market activity, recent failed listings, and buyer feedback that no algorithm has access to.
The result is not just a number — it's a strategy. Pricing, timing, and positioning move together.
When AI Tools Are Useful
AI estimates work well as a directional reference: am I in the right neighborhood, the right tier, the right ballpark? Used that way, they save time. Used as a pricing strategy, they cost money.
Meet the Expert
Christine Andreasen provides accurate pricing strategy grounded in market data and the on-the-ground reality of Seattle's neighborhoods. The pairing of technology and judgment is what produces durable outcomes.
Local expertise remains critical. Technology accelerates information; experience interprets it.



