Loan Conversion Optimization

Typical outcomes for this kind of engagement. Results depend on your data and starting point.

Banks generate large volumes of pre-approved and pre-qualified offers that never convert, because targeting is based on eligibility rather than intent and outreach happens on the campaign calendar rather than at the moment the customer is receptive.

• Pre-approved offers targeted on eligibility rather than intent, so most never convert
• Outreach timed to the campaign calendar, not to customer receptiveness
• Application abandonment mid-journey with no systematic recovery

CloudGate models conversion likelihood across the full funnel (offer response, application start, completion and drawdown), and recommends the contact strategy, channel and timing most likely to convert each customer.

• Conversion-likelihood scoring at each funnel stage from offer to drawdown
• Optimal contact timing and channel recommendation per customer
• Automated recovery journeys for abandoned applications