Red-team the appraisal you paid for
Lesson 4 of 6 · Value land you mean to hold
1 · Learn the move · Red-team audit
The appraisal arrives, the number is lower than you hoped or higher than you expected, and both reactions are the wrong place to start. You paid for the report, not the figure, and what you can properly ask the appraiser for is support: where an adjustment came from, why a sale was chosen, what the highest and best use rests on, and the correction of a plain data error. Asking for a different value, or letting the number you need show in your letter, is pressure on an appraiser, and it is a line you do not cross. On land three findings recur. A highest and best use that relies on a use the current district does not permit, with no support that the change is reasonably probable. An acreage taken from the assessor when a survey exists. A utility or access condition treated as fact and never labelled as an assumption. So red-team it the way you would redline a contract: quote each passage, name the missing support, write the request. The model never re-values, never says the number is off by any amount, and never drafts a sentence that points at a target.
Red-team the appraisal excerpts below for the owner who ordered the report. Quote each passage before flagging it. For each: the missing support, and a one-line request to the appraiser. No opinion of value, no amount of error, and no request that names or hints at a number.
2 · Your turn. You write the prompt
You ordered an appraisal of your Wexlow County tract on Mill Race Road to support a hold-or-sell decision. Four passages bother you: the highest and best use is 'residential subdivision', the site area is the assessor's, sewer is described as 'available', and one sale was rezoned before it transferred. You also hold a boundary survey and a letter from the sewer district. You want a note back to the appraiser that asks for support, with nothing in it that leans on the value. Write the prompt.
Write the prompt for this scenario as given, or swap in a real one from your own work. The score works the same either way.
Remember: the AI sees only your prompt, not this page. If the situation isn't in your prompt, it doesn't exist.
Optional. These shape the output when you run your prompt below, not your score.