A comparative market analysis is only as good as how many comparables actually got checked — and thoroughness here is almost always a function of how much time was available.
Pricing a listing correctly depends on a genuinely thorough comparative market analysis — checking recent comparable sales, adjusting for the specific differences between properties, and arriving at a defensible price range rather than a rough gut estimate. The quality of that analysis is almost entirely a function of how much time went into it, and time is exactly what's in shortest supply when a listing needs to go live quickly.
A rushed comparative market analysis usually checks fewer comparables than it should, weighs recent sales without fully adjusting for meaningful differences in condition or exact location, and produces a price range wider and less confident than the underlying data would actually support with more thorough analysis. The result isn't necessarily wrong, but it's less defensible — both to the seller setting expectations and to a buyer's agent scrutinizing the asking price.
The Real Estate copilot is built to do the thorough version of this analysis quickly: pulling relevant comparable transactions, adjusting for the specific differences that matter for the property in question, and drafting a comparative market analysis structured the way a buyer or seller would actually expect to see it.
Ask it to draft a comparative market analysis for a listing, and it identifies the relevant comparable properties, explains the adjustments made for differences between them and the subject property, and suggests a defensible price range grounded in that comparison — the full analysis, without the tradeoff between thoroughness and speed that time pressure usually forces.
A listing priced from a thin analysis tends to reveal itself during negotiation — either sitting unsold because it's priced too high with nothing to justify the number, or leaving money on the table because it's priced conservatively to avoid the risk of overpricing without a full analysis behind it. A properly grounded comparative analysis, produced quickly enough to not slow down getting a listing live, removes that tradeoff entirely.