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AI-FOR-REAL-ESTATE5 MIN READ

Commit to a CMA Checker Workflow

Commit to a repeatable AI checker workflow for CMA claims, caveats, and seller-facing language.

AI-assisted CMA or seller price-update workflow a listing appointment, price-reduction email, offer strategy note, or seller deck where AI drafts market language from your comps When I use AI to draft CMA or pricing language for [property/client], I will require a table with Claim, Supporting comp or data, Caveat, Confidence, and Safer wording before I copy any sentence into client-facing material. In 3 days, check whether one AI pricing sentence was accepted, revised, or rejected because of the table. A listing appointment where the seller wants the highest possible list price. A price-reduction email after two quiet weekends and new…

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