VehicleX: Automotive Business-to-Consumer Commerce

Course Instructor

Pramod Gupta

Lead Team Member Affiliation

Computer Science

Second Team Member Affiliation

Computer Science

Abstract

In the automotive commerce market, platform-driven labeling often frames vehicles in ways that create unintended stigma for buyers. Metrics like “days on lot” can make a vehicle seem undesirable, even when nothing is wrong with it. This creates unnecessary doubt for buyers and lowers the perceived value of good cars. VehicleX removes this bias by focusing on matching buyers to vehicles based on specs, not misleading labels. Instead of relying on “days on lot,” the platform uses a high-fidelity search system that allows dealerships to showcase detailed vehicle specifications while helping buyers find cars that meet their exact needs. The platform includes three filter systems to accommodate different types of shoppers. The first is a set of filters tailored for essential search, simplifying the search to key components without overwhelming detail. The second is a categorized view for easy picks such as gas savers, first time buyers, and work vehicles, giving casual browsers a quick way to find something that fits their needs. The third is an advanced search for granular technical precision, covering everything from transmission type and fuel economy to mileage range and body style. Beyond browsing, the system features a lead system that alerts the dealership when a prospective buyer expresses interest in relevant vehicles they have listed, converting passive browsing into active sales opportunities. From there, the seller can use the built-in messaging system to engage with the potential buyer, allowing for timely follow-up and personalized communication from the business. This works in addition to the standard integrated system of customer contact information provided to the dealership, giving sellers multiple ways to reach out and build a relationship with interested buyers. Integrated into the platform are secure information transfer, communication channels, an alert system, a lead management pipeline, user authentication, and a statistical dashboard providing real-time operational intelligence. The lead pipeline facilitates end-to-end conversion tracking. The dashboard gives dealers an overview of their activity. Together, these tools eliminate the need for dealerships to rely on multiple costly, fragmented platforms by bringing everything into a single web application.

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VehicleX: Automotive Business-to-Consumer Commerce

In the automotive commerce market, platform-driven labeling often frames vehicles in ways that create unintended stigma for buyers. Metrics like “days on lot” can make a vehicle seem undesirable, even when nothing is wrong with it. This creates unnecessary doubt for buyers and lowers the perceived value of good cars. VehicleX removes this bias by focusing on matching buyers to vehicles based on specs, not misleading labels. Instead of relying on “days on lot,” the platform uses a high-fidelity search system that allows dealerships to showcase detailed vehicle specifications while helping buyers find cars that meet their exact needs. The platform includes three filter systems to accommodate different types of shoppers. The first is a set of filters tailored for essential search, simplifying the search to key components without overwhelming detail. The second is a categorized view for easy picks such as gas savers, first time buyers, and work vehicles, giving casual browsers a quick way to find something that fits their needs. The third is an advanced search for granular technical precision, covering everything from transmission type and fuel economy to mileage range and body style. Beyond browsing, the system features a lead system that alerts the dealership when a prospective buyer expresses interest in relevant vehicles they have listed, converting passive browsing into active sales opportunities. From there, the seller can use the built-in messaging system to engage with the potential buyer, allowing for timely follow-up and personalized communication from the business. This works in addition to the standard integrated system of customer contact information provided to the dealership, giving sellers multiple ways to reach out and build a relationship with interested buyers. Integrated into the platform are secure information transfer, communication channels, an alert system, a lead management pipeline, user authentication, and a statistical dashboard providing real-time operational intelligence. The lead pipeline facilitates end-to-end conversion tracking. The dashboard gives dealers an overview of their activity. Together, these tools eliminate the need for dealerships to rely on multiple costly, fragmented platforms by bringing everything into a single web application.