Auto dealer group

Three agents running a used car operation daily

A multi-location dealer group needed to find better inventory faster, eliminate manual reporting, and stop leaving money on the table with expired warranties. We built three agents that handle all of it.

300x
Listing review capacity
$600K
Incremental profit / yr
6 wks
To payback
991%
Year 1 ROI

The problem

Three bottlenecks, all manual

The team was reviewing about 500 used car listings per month by hand. Good cars slipped through because nobody could scan fast enough. The acquisition summary report took hours every time. And warranty renewals were falling through the cracks because follow-up was manual.

Each problem was costing real money. A missed car at $2-3K margin is gone forever. A late warranty renewal is $300 in margin that just evaporates.

What we built

Three independent agents

Listing scanner

500 → 150,000 listings/month

Scans thousands of used car listings daily across all major platforms. Ranks every vehicle by projected margin using the group's own sales data. Surfaces the 25-30 best buys per month that the team was missing.

Acquisition report

15-30 hours/month saved

Builds the used car acquisition summary report automatically. Pulls data, formats it, validates against historical averages, and delivers it. What used to take hours happens without anyone touching it.

Warranty outreach

$300 margin per renewal

Identifies expiring warranties, generates personalized outreach, and manages the follow-up cadence. Each renewal is about $300 in margin. Two per month covers the cost of the entire agent.

The math

$600K in incremental annual profit

The listing scanner alone surfaces 25-30 additional good buys per month at $2-3K margin each. That is roughly $50K per month in incremental profit across three locations.

The system pays for itself in about six weeks.

The alternative was hiring someone at $100K per year who still could not scan 150,000 listings a month.

Similar operation?

30 minutes. We'll look at your inventory flow and figure out where agents can pick up margin you're leaving on the table.