2026-05-07
Why Real Estate Cards Need a Different AI — Industry Overlay Deep Dive
What real estate sales pros really want from a card: asset estimation, deal history, next-window prediction.
Why Real Estate Cards Need a Different AI
"John Smith, Director, XYZ Corp" — generic LLM reads "office worker." NameGood with real estate overlay reads "income $80-150k, home-purchase capacity, 3-5yr buy-cycle."
Real Estate-Specific Inferences
Asset Estimation
- Rank × industry avg × tenure
- Company size × listed/unlisted × dividends
- Public equity holdings
Transaction History Inference
- Move frequency (from public sources)
- Address on card vs current
- Family composition shifts via SNS/blog
Next Deal Timing
- Life events (marriage / kids / move / retirement)
- Loan-completion windows
- Industry promotion / relocation cycles
NameGood's Implementation
See Real Estate CRM page.
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