The problem
Shoppers can't see what they're likely to qualify for until they're at the dealership, so many walk away or arrive with the wrong expectations.
What changes
- Prequalification without a hard credit inquiry
- Shoppers arrive informed and ready to buy
- A smooth handoff from online to in-store
Full specification
The complete specification for Soft-Pull Prequalification Agent is shared with your team under NDA as part of a demo or evaluation. It covers:
- Step-by-step workflow and human approval points
- Tools, systems and access levels
- Guardrails and regulatory mapping
- Handoffs to other agents and teams
- Evaluation set (L1–L5) and results
- Model risk documentation