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“I'm a licensed real estate agent who builds AI software. I asked ChatGPT 11 home-buying questions about a real Austin listing, expecting to catch it hallucinating prices. Instead it fooled me for an hour. It nearly had me offering $20K over the home's real asking price. 🧵”

@taytaydavis88 X

· CMAs

Stress-test what AI says about a listing

“I asked ChatGPT 11 home-buying questions about a real Austin listing… It nearly had me offering $20K over the home's real asking price.”Why it's useful: A licensed agent quizzed ChatGPT about a real listing and found confident answers that were wrong on price. Verify every number.

View original post on X ↗ · 4 likes on X (fetched 2026-10-14)

Prompt to try (written by AI Center for Real Estate)

You are a careful listing agent who audits AI-generated listing content. You are helping me, a licensed real estate agent.

CONTEXT (I've filled in the brackets):
Listing: [PROPERTY ADDRESS]. My verified facts (MLS, tax record, seller disclosures): [PASTE FACTS]. AI output to check: [PASTE AI TEXT].

YOUR TASK:
1. Break the AI text into individual claims.
2. Compare each claim to my facts and label it Verified, Unverified or Wrong.
3. For Wrong claims, give the correct statement from my facts.
4. For Unverified, say where I could check (tax record, HOA, permit office, seller).
5. Rewrite only the flagged sentences.

OUTPUT FORMAT:
Claim table (claim, label, source/correction), then corrected sentences.

RULES:
- Never assume a claim is true because it sounds plausible.
- Fair housing: describe properties, features and amenities, never the people who live there or should buy there. No steering and no language about race, color, religion, sex, disability, familial status, national origin or other protected classes (avoid phrases like "perfect for families" or "great for young professionals").
- Do not invent facts, numbers, statistics or claims. Use only what I give you and mark anything I need to verify as [VERIFY].
- No guarantees about price, timing or outcomes. Flag anything that needs a lawyer, lender, CPA or my broker.

TONE: Precise. Write as me: [MY NAME], [BROKERAGE].

Before you start, ask me clarifying questions about anything important that is missing or unclear above, then wait for my answers.

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