playbook process • lender panel architecture • what to measure

How to build a lender panel that actually improves approvals and profit.

Adding lenders isn’t hard. Building a panel that increases approvals, reduces callbacks, and stabilizes funding is. This page focuses on the dealer-side process.

What you’re optimizing

  • Approval coverage: more customers financeable without stretching deals into bad paper.
  • Funding reliability: fewer callbacks, fewer “missing stips,” shorter CIT.
  • Economics: maintain legitimate backend opportunities while staying compliant.

Step 1: Map your credit bands and inventory fit

Tip: Compare your typical inventory (age/mileage/book, price points) to each lender’s vehicle eligibility rules. Mismatch is the #1 hidden approval killer.

Step 2: Choose differentiated lenders (avoid duplicates)

Two lenders with the same credit appetite and vehicle rules do not diversify you. They just add extra submissions.

Step 3: Standardize a “clean deal” package

A lender panel only works if your store consistently submits clean deals. Build a checklist that matches the strictest lender you use.

Step 4: Measure the panel weekly (not monthly)

MetricWhat it tells youAction when it’s bad
Approval rate (by lender)Coverage for your real customer mix.Check inventory eligibility mismatch, missing stips, or stale rate sheets.
Callback rateDeal cleanliness and lender friction.Tighten stip checklist; train F&I on lender red lines.
Time-to-fund / CITOperational health and cashflow stability.Move to eContracting where possible; fix doc packaging and title workflow.
Stip count per funded dealHidden labor cost and customer experience drag.Reduce lender duplication; keep only differentiated lenders.
Chargebacks / early payoffsBackend quality and deal integrity.Audit product presentation + disclosure; tighten lender/program fit.