I Built an AI That Scores Every NYC Commercial Listing and Emails You the Top Deals Daily.

Built this for the NYC commercial real estate space — sharing the full build here.

The problem: agents were manually searching LoopNet every morning and spending hours on listings that would never close.

What the model does:

- Pulls every new NYC commercial listing from the last 24 hours at 9am automatically

- Scores each property 0-100 based on cap rate, size, price range, and opportunity status

- Flags DOB violations so problem properties are filtered before you waste a call

- Enriches agent contact info and pulls owner name, address, and last sale price

- Sends a daily email with only the high-priority deals

Covers for sale and for lease across all NYC boroughs.

Stack: n8n, LoopNet, DOB (NYC Dept of Buildings), Batch Data, Airtable

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