Real Estate
Listings go stale faster than a model gets retrained.
Property is the worst case for an assistant working from training data, because the single most important fact, whether it is still available, changes weekly. An agent that can query your listings live is answering a different question from one that is remembering them.
What a customer types
- “Three bedrooms under $500,000 with a yard near me”
- “What has sold on this street in the last year?”
- “Which agent knows the school district well?”
- “Can I see this one on Saturday?”
One business gets named. Sending a buyer to a property that sold last week. Availability has to be checked at answer time, not published nightly.
These are the questions deciding it.
Asked of an assistant, not typed into a search box. One business gets named.
Three bedrooms under $500,000 with a yard near me
What has sold on this street in the last year?
Which agent knows the school district well?
Can I see this one on Saturday?
So the answer has something true to come from
- Active listings with price, status and the date each last changed
- Neighbourhood and school context tied to specific properties
- Agents, their areas and how to reach them
- Open houses and showing availability
Not describe. Finish.
- Search live listings against a real budget and must-haves
- Confirm a property is still available before anyone drives to it
- Book a showing or request one
- Route the enquiry to the right agent with the property attached
Anything that reaches a human is staged for the customer to confirm. The agent does the work; the person keeps the decision.
The thing to get right in real estate
Sending a buyer to a property that sold last week. Availability has to be checked at answer time, not published nightly.
Other industries
Healthcare
Insurance, availability and location, answered correctly the first time.
Dental
Emergencies, plans and prices, which is the whole of dental search.
Self Storage
Unit sizes, real vacancy and this month's price.
Financial Services
Rates and eligibility, current, with the conditions attached.
See what an assistant can read about you today.
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