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Internal Copilot · Parts Matching

Your worst counter rep performs like your best.

For your team, not your customers. A browser-based copilot that decodes VINs in seconds, surfaces cross-references automatically, identifies stocked substitutes when OEM is out, and answers "what's the difference between X and Y" in real time. Every rep at senior-level accuracy.

The problem

Your counter's accuracy depends on your least-experienced rep.

Your senior tech knows every cross-reference, every substitute, every supersession in the building. He's booked solid every day. When he's at lunch, on vacation, or on the other line, your junior rep fumbles the lookup for 20 minutes while the customer waits. One of two things happens: the customer walks, or the junior quotes wrong and you eat the return.

At peak hours, when every rep is in the weeds, mistakes multiply. Wrong part quoted. Wrong VIN decoded. Stocked substitute missed because the rep didn't know it existed on the shelf. Your return rate climbs. Your customer-of-the-year status slips.

A typical shop has $200K in stocked substitutes that most reps don't know about. The OEM goes out of stock, the customer goes to a competitor, the substitute sits there unsold, because nobody on the counter remembered it exists. The part was available. The knowledge wasn't.

20 min
Average lookup time for a junior rep on a complex VIN cross-reference.
8-12%
Typical wrong-part return rate at a shop with mixed-experience counter staff.
$200K
Shop substitutes that stay unsold because reps don't know they're available.
THE ACTUAL SEARCH

Fitment in. Right part out.

Live from the platform: year, make, model fitment search with cross-references and one-tap add to sale. This is the screen your counter reps get.

AutoPartsAgent parts catalog fitment search
Fitment search for a 2014 Toyota Camry with cross-referenced brands, in-stock pills, and add to sale.
What it does

The senior tech's brain, on every rep's screen.

Tablet / browser copilot

Runs on the screen your rep already has in front of them. No new hardware. No new login. Paste or type a VIN and hit search.

VIN decode in 3 seconds

Make, model, year, engine, trim. With links to the exact OEM parts for the vehicle's options package. Not a generic match.

Cross-references surfaced automatically

Every equivalent aftermarket, OE-quality, and reman part mapped to the OEM SKU. The rep sees everything at once, not just what they remember.

Stocked substitutes when OEM is out

OEM on backorder? The copilot shows which substitutes you have on the shelf right now, at which branch, at what price.

"What's the difference between X and Y"

Plain-language answers to the questions junior reps are scared to ask. Good vs. better vs. best. Application coverage. Warranty differences.

Learns your shop's patterns

Custom supersessions. House substitutes. "We always quote the Gates belt, not the ACDelco." Your specific shop rules become the copilot's rules.

Sample scenario

A composite 6-rep counter, 60 days after rollout.

Before
  • Senior tech: the only person who knew every cross-ref
  • Junior reps did 20-minute lookups on complex VINs
  • Wrong-part return rate: 8-12%
  • Substitutes unknown to most of the counter team
  • Customer waited while rep flipped through reference books
  • Quote accuracy scaled with rep experience, not training
After (60 days)
  • Every rep has the senior-tech copilot on their screen
  • Average lookup time: 20 seconds on any VIN
  • Wrong-part return rate dropped approximately 60%
  • Substitutes surfaced automatically every time OEM is out
  • Customer answered in real time, no waiting
  • Quote accuracy consistent across the whole team

An illustrative scenario built from industry benchmarks. Your numbers will vary.

Works with your stack

Runs on the same parts database as the Counter Agent. Shares every lookup.

The Parts Matching Copilot uses the exact same VIN decoder, OEM catalog, and inventory view as the Counter Agent. A junior rep looking up a VIN on the copilot sees the same data the customer-facing agent would surface on a call. Training is shared. Corrections are shared.

This copilot pairs naturally with the Counter Agent: one answers the phone, the other makes every human at the counter faster. Flip it on; every counter rep has it within a day.

Grounded in your shop's real dataEvery action logged and auditableA human can step in at any timeRuns on SOC 2 Type II infrastructure

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