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AI Output Verification Checklist

A quick checklist to review AI-generated numbers, dates, assumptions, and claims before you rely on them.

Updated Oct 8, 2026

Checklist
Before you use any AI-generated output in your business, check:

NUMBERS
[ ] Every number matches a source you can name (listing, county record, lease, statement).
[ ] Calculations were re-done by you or a spreadsheet, not just accepted.
[ ] Units and time periods are correct (monthly vs. annual, sq ft vs. acres).

SOURCES AND DATES
[ ] You know how current each piece of information is.
[ ] Market data, rates, and comparables are dated and still relevant.

ASSUMPTIONS
[ ] Assumptions (vacancy, repairs, appreciation, interest rate) are written down.
[ ] Each assumption is reasonable for this specific property and market.

CLAIMS
[ ] No features, amenities, or facts were added that you did not provide.
[ ] Legal, tax, or zoning statements are confirmed by a qualified professional.
[ ] Marketing language complies with fair housing rules.

FINAL CHECK
[ ] You would be comfortable defending this output to a client or partner.

Educational material. Review AI outputs carefully and verify important property, financial, and legal information before relying on it.