The polished demo is the easy part. The harder test is whether the tool can show where a number, date, or statement came from.
Give AI a bounded job
Start with a specific task and the source material for that task.
| Task | Useful input | Output to review |
|---|---|---|
| Seller preparation | Repair notes and improvement records | A task list with missing items |
| Listing draft | Verified facts and approved photographs | Copy tied to those facts |
| Buyer comparison | Current listings and stated criteria | A comparison with unknowns marked |
| Marketing plan | Approved claims and channel limits | Draft assets and a review checklist |
The tool should separate supplied facts from suggestions. If it blends them together, the reviewer has to reconstruct the evidence later.
Know where the risk rises
An AI response can sound plausible when no source supports it. It can also miss a local rule or use an old data point.
Review these outputs with extra care:
- Property values and comparable sales
- Permit, title, tax, and disclosure conclusions
- School, safety, and neighborhood character claims
- Financing, legal, and tax recommendations
- Live price, status, and availability
A confident answer is still only an answer. Check the primary source and the date.
Use five review questions
- What decision will this output support?
- Which current sources did the tool receive?
- What information did the tool mark as missing?
- Can you trace each material claim to a source?
- Does a regulated decision require a qualified professional?
These questions work for a listing description, a search brief, a market summary, or a campaign draft.
Check the tool outside the demo
Look for visible inputs, source dates, assumptions, limits, and a correction path. Test whether the tool marks an unknown instead of filling the gap.
Read the privacy terms before you upload contracts, identity documents, financial records, or private client information. Use the minimum necessary data.
AI can shorten the first pass. A person still owns the final check and the decision.