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AI for Automotive F&I Manager
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of 5— Organize your deal data in a simple format

What you'll accomplish

You'll use Claude to analyze your historical deal data and identify which lenders give you the most reserve flexibility for which customer profiles — turning informal hunches ("I always get better rates from Ally on prime credit") into data-backed submission strategy. This helps you optimize reserve income without violating rate mark-up limits.

What you'll need

  • Claude Pro ($20/month) — this guide uses Claude's longer context for larger data analysis
  • At least 3 months of deal data (deal count, lender used, FICO tier, term, reserve earned)
  • About 30 minutes to organize and upload your data
  • Time needed: 30 minutes initial setup; 15 minutes per monthly analysis
  • Cost: $20/month (Claude Pro) — or use the free tier with smaller data batches

How-To Guide: Build a Lender Rate Negotiation Analysis with Claude

Step 1: Organize your deal data in a simple format

Before Claude can analyze your lender performance, you need to get your data into a readable format. Create a simple table in any text editor, Google Sheets, or even on paper. You need 6 columns:

Copy and paste this
Deal# | Lender | FICO Range | Term (months) | Finance Amount | Reserve Earned ($)
001   | Ally   | 700-749    | 72            | $28,000        | $840
002   | Cap One | 640-679   | 84            | $22,000        | $550

You don't need exact FICO scores — ranges are fine (640-679, 680-719, 720-759, 760+). You also don't need perfect data — estimate reserve if you have to.

What you should see: A 20-30 row table covering your recent deals. Troubleshooting: If you can't pull this from your DMS, rough estimates from memory for the last 20 deals will still show patterns.