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Marketing

Competitive share by state

The biggest lenders by in-state production, including national players headquartered elsewhere.

The prompt

Who are the top 10 mortgage companies by loan volume actually produced in Georgia over the last 12 months? Rank them by in-state volume, not headquarters location, and show each one's in-state units and national volume.

How it works

Your assistant runs these steps against Model Match through the MCP:

  1. 1 Ranks mortgage companies by in-market production.
  2. 2 Writes up the answer: tables, rankings or a summary, depending on what you asked for.

Marketing

Size a state purchase market

Size the purchase mortgage market in Texas over the last 12 months. Give me total units and volume, average loan amount, rate, credit score and purchase price, and how each changed from the prior 12 months.

A one-screen market snapshot with year-over-year changes, ready for a pitch deck or a content hook.

Marketing

Loan type and first-time buyer mix

For purchase loans originated in North Carolina in the last 12 months, break down the mix by loan type (conventional, FHA, VA) and show the first-time vs. repeat homebuyer split. I want data points for a campaign aimed at first-time buyers.

Product mix and first-time buyer share to use in campaign copy and audience targeting.

Bring Model Match into your AI assistant

Connect the Model Match MCP to your AI assistant and ask about loan officers, agents, lenders and markets in plain English, answered from real records.

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