- Applicant quality varied heavily by source
- Spend favoured low-fit finance enquiries
- Underwriting feedback was not connected to campaign optimisation
- Pre-qualification filtered weaker applicants earlier
- Campaigns weighted toward fundable customer signals
- Underwriting quality informed budget decisions