Red-team a relocation guide for steering
Rung 8 of 10 · Red-team audit
1 · Learn the move · Red-team audit
A relocation guide is a Fair Housing minefield: 'best neighborhoods for families,' 'safe areas,' 'good schools,' and 'up-and-coming' are steering language that can expose you to liability, because they signal who belongs where instead of describing the market. Red-teaming means making AI hunt for and strike every such line, explain the risk, and rewrite to objective, buyer-driven facts. The buyer picks the area - you supply commute times, price ranges, and the amenities they asked about, and nothing about who lives there.
Red-team my relocation guide for Fair Housing steering and rewrite the flagged lines.
2 · Your turn — you write the prompt
You drafted a relocation guide for an out-of-state buyer and want it audited before you send it. The draft contains these lines: 'Oakhurst is the best neighborhood for families.' 'Stick to the safe areas east of the river.' 'Great schools make this the right choice for you.' 'Midtown is up-and-coming - you'll like the crowd.' The buyer actually told you: budget $500k-$650k, needs a sub-30-minute commute to the medical center, wants a walkable area with a gym. Write a prompt that red-teams the draft for steering, quotes and STRIKES each violating line, explains the liability, and rewrites to objective buyer-driven facts - leaving the choice to the buyer.
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.