Auto Loan Decision & Lender Preference Study
Understand how prospective vehicle buyers evaluate lender credibility, compare interest rates and fees, choose loan structures, and navigate dealer financing offers, so you can sharpen acquisition, optimise pricing, and improve channel conversion.
CONTEXT & RELEVANCE
Why run this survey now
Most auto lenders don't lose applicants purely on interest rates. They lose consideration due to unclear fees, approval anxiety, dealer influence, documentation friction, and weak trust, none of which fully show up in application data or NPS.
If you are...
- Retail lending leadership teams
- Auto finance product heads
- Customer acquisition managers
- Dealer channel strategy teams
RESEARCH THEMES
What This Survey Investigates
Eight interconnected research themes that map the complete auto loan journey from need recognition to lender selection.
Purchase Trigger
- Vehicle replacement context
- Financing need intensity
Lender Awareness
- Spontaneous lender recall
- Consideration set breadth
Offer Comparison
- Interest rate sensitivity
- Fee transparency expectations
Trust & Credibility
- Institutional brand confidence
- Privacy & fairness expectations
Dealer & Advisor Influence
- Showroom recommendation weight
- Sales advisor credibility
Application Experience
- Documentation effort burden
- Digital journey usability
Approval & Disbursal
- Approval speed expectations
- Disbursal communication quality
Switching & Loyalty
- Refinancing consideration triggers
- Future lender advocacy
SAMPLING STRATEGY
Tell us about your ideal sample
Help us understand your target respondent profile. Select what applies, we'll design the optimal sample plan based on your inputs.
METHODOLOGY
Survey approach
For Auto Loan Decision & Lender Preference Study, we recommend a quant-led journey and choice approach with flexible data-collection modes to balance reach, depth, and verification.
EXECUTION PROCESS
How we execute
A proven 9-step process from scoping to delivery, designed to ensure quality, speed, and actionable insights.
Define the decision frame
Confirm objectives, target cohorts, geographies, and reporting cuts
Define the decision frame
Design the instrument
Build workstream modules mapped to outputs (drivers, friction, pricing, retention, trust)
Design the instrument
Lock the questionnaire
Review wording, sequencing, LOI, and competitive context; approve final version
Lock the questionnaire
Pilot and calibrate
Test comprehension and ease quality; refine quotas and remove friction where needed
Pilot and calibrate
Run fieldwork
Execute collection with active quota management and feasibility controls
Run fieldwork
Assure quality
Dedupe, attention checks, speed/consistency rules, removals with audit trail
Assure quality
Prepare the dataset
Clean data and deliver codebook/variable definitions
Prepare the dataset
Analyse and synthesise
Driver ranking, leakage diagnostics, pricing bands, segment insights
Analyse and synthesise
Deliver and align
Executive deck (optional dashboard) and leadership readout with recommendations
Deliver and align
COMMERCIAL TERMS
Request a Commercial Proposal
Pricing depends on cohort, geography, sample size, approach, LOI, and deliverables. Configure below for an indicative estimate.
Select Sample Size
Geography
Select Mode of Survey
Length of the Interview
$0.00
+ applicable taxes
Cost Breakdown
Note: Estimate is indicative only. Final pricing is subject to scope finalization after discovery call.
REFERENCE CASELETS
Reference
Real-world examples of survey work in the automotive finance space.
Dealer Finance Experience and Channel Friction Study (India)
OBJECTIVE
WHAT WE DID
DELIVERED
Dealer Finance Experience and Channel Friction Study (India)
Auto Loan Product Packaging and Pricing Exploration (India)
Dealer Finance Experience and Channel Friction Study (India)
OBJECTIVE
A pan-India vehicle finance provider needed to understand how new-car buyers , used-car buyers , and dealer-assisted applicants experienced quotation, documentation, and follow-up across showroom-led financing journeys without directly testing lender preference.
WHAT WE DID
We conducted a structured online and CATI survey with 720 recent borrowers, stratified by vehicle type, city tier, and dealer group, capturing quote clarity , document effort , approval communication , and handover coordination .
DELIVERED
The assignment produced a dealer journey map , friction priority list , channel comparison matrix , and service recovery levers , showing where showroom processes, lender handoffs, and borrower communication required separate operational responses.
FREQUENTLY ASKED QUESTIONS
Common Questions
Answers to frequently asked questions about this survey mandate.
What decisions will this survey enable?
Who is the buyer vs who are the respondents?
Can we see differences between new-car buyers, used-car buyers and two-wheeler buyers?
How will you measure lender preference beyond simple ratings?
Will the survey map the full auto loan journey and drop-offs?
Can this survey inform product and pricing strategy?
How will findings improve our borrower acquisition and conversion?
Still have questions?
Schedule a discovery call to discuss your specific needs and get a custom quote.