What our AI summary is — and what it isn't

Every approved listing on Plotline carries an AI-generated summary. It is short, deliberately dry, and structured to answer four questions: what is the indicative yield range, what are the comparable sale prices in a 1km radius, what does the stated distress reason typically imply, and what should the investor verify independently.

It is not a valuation. It is not a buy signal. It cannot see inside the property, it does not know about pending zoning changes, and it has no view on the seller's true urgency. If it ever appears to have an opinion, treat that as a bug and tell us.

The 'verify independently' section is the most important. It is the model's best attempt to enumerate the things a diligent investor would check anyway — title deed restrictions, servitudes, arrear rates, body corporate financials — but flagged specifically for this listing. A property with an unusually low price relative to comps will draw a longer verification list than one that is priced in line.

We chose this design because the alternative — an AI that scores or recommends listings — creates exactly the kind of false confidence that costs investors real money. Context, not calls.