How do you identify auto loans that are ready to refinance?
Short answer
A loan is refinance-ready when its APR sits meaningfully above the current market average and the borrower still has enough term and equity for a new lender to underwrite. EquiLane measures APR spread — the borrower's rate minus a configurable market average, defaulting to 7.5% — and combines it with equity position and loan age to rank refinance opportunity from 0 to 100. Leads more than six points above market saturate the APR component of the score.
What criteria define a refinance candidate?
- APR above the configured market average (default 7.5%)
- APR spread of up to 6 points earns the full APR sub-score
- Non-negative equity so a lender can secure the note
- Remaining term long enough for the payment change to be material
How is this segment scored?
The 0-100 lead score is a weighted blend of equity (40%), APR spread versus market average (25%), loan age with a 24-48 month sweet spot (20%) and credit tier (15%).
A lead is flagged Hot when equity is at or above $3,000 AND either the APR is above the configured market average (7.5%) or the borrower is prime with 36+ months on the loan.
Key terms
- APR spread
- Borrower APR minus the configured market average APR.
- Refinance candidate
- A borrower paying above market APR with non-negative equity and usable remaining term.
- Payoff balance
- The remaining principal required to close the loan today, derived from an amortization schedule.
Questions about refinance candidates
- What is APR spread?
- APR spread is the borrower's contract rate minus the current market average APR. A borrower at 12.5% against a 7.5% market average has a 5-point spread, which is the quantifiable savings you pitch.
- Is refinancing worth it on an auto loan?
- It is worth evaluating when the rate spread is large enough that the monthly payment change survives origination costs and the remaining term is long enough to realise the savings. Late-term loans with small balances rarely clear that bar.
- Does equity affect refinance eligibility?
- Yes. Lenders secure the note against the vehicle, so a loan that is underwater is harder to place. EquiLane scores equity at 40% of the composite lead score for that reason.
- How is the market average APR set?
- It is a configurable setting in the scoring panel. Changing it re-scores the entire book live, so the whole pipeline reprices as rates move.
Related lead segments
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