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Your VDP has gaps. Find them — free, in under 5 minutes.Audit My VDP →

Got Aged?

Shopping is Comparing

Same VDP. Every wow-factor feature now visible. Buyer stops scrolling.5 Days in Stock
A vehicle listing stripped of features, missing photos, no price context — buyers bounce.95 Days in Stock

AutoMagicLabs.ai

80% VDPs over 60 days old have Errors

If dropping price is your first move,

you may be solving the wrong problem.

Stop Discounting. Start Auditing.

Silent But Deadly

Profit Wrecker of the Week

2021 Ford Bronco Badlands · Sasquatch Package invisible to shoppers
2021 Ford Bronco Badlands

$5,180 in hidden MSRP value that shoppers can’t see

Missing Packages

Sasquatch Package

Missing Installed Features

Front Locking Differential, Rear Locking Differential, 360-Degree Camera, Trail Turn Assist, Adaptive Cruise Control, 12” SYNC 4 Touchscreen

Other Missing Wow-Factor Features

LED Signature Lighting, Heavy-Duty Modular Bumper

This Bronco Badlands has everything a buyer wants — and the VDP shows almost none of it.

37 features. $5,180 in hidden MSRP value. Zero visibility on the listing.

The incomplete listing ages. The dealer drops price. The profit wreck is complete.

Is your lot clean?
2022 Toyota Highlander XLE AWD · 32k miles
2022 Toyota Highlander XLE AWD

$3,740 of Wow-Factor Features missing from this VDP

Missing Packages

Toyota Safety Sense 2.5+, Premium Audio Package

Missing Installed Features

Hands-Free Power Liftgate, Bird’s Eye View Camera, Heated Steering Wheel, Panoramic Moonroof, Qi Wireless Charging

Other Missing Wow-Factor Features

Digital Rearview Mirror, Dynamic Navigation, JBL 11-Speaker Audio System

This XLE needs help. It’s 90 days old and it’s had 3 Price Drops

This Highlander looks like every other one online. It’s not.

The VDP buried the proof.

Is your lot clean?

Missing Features = Harder Selling

Your buyer knows what’s on the VIN,
no one has time to check it.

5%

missing features with MSRP value over $2,000

20%

of used VDPs have 2+ key features missing

37%

of used VDPs missing at least one key feature

80%

of affected VDPs are over 60 days old

Our VDP Audit is Fully Automatic

If you DIY, a manual VDP audit takes a dedicated employee at least 30-60 minutes per VIN. Human error still compounds the problem. Our VDP Audit automatically sends your inventory manager a daily email, turning this into a 3 min job.

Your VDP Errors are Everywhere

Your website, AutoTrader, Cars.com, CarGurus, Facebook Ads, Google Ads, every feed-driven listing.

This is an industry wide problem

All of your competitors have random VDP errors!

Act Now - Win more VDP battles!

One Connected System

Goal: More turns with less price cuts.

Powerful VDPs

1Fix It

VDP Audit

Find exactly what’s missing, broken, or weak.

Explore VDP Audit
2Sell It

VDP Boost

We help your VDP win more VDP Battles.

Explore VDP Boost
3Improve It

TurnSignal

Inventory Performance Analysis that is driven by your store’s data.

Explore TurnSignal

VDP Boost Features

Sub-ProductWhat It Does
Photo BoostPut your ‘Wow Factor’ Options on the photos!
CPO BoostCertified Pre-Owned benefits are amazing, we love CPO!
Recon BoostMake your reconditioning spend a trust/value signal
Dealer Notes BoostNo one makes Dealer Notes as powerful as we do.

Does It Sell Cars?

What each product does for you

Fix It

VDP Audit

The Up Bus doesn’t stop for weak VDPs.


  • The industry’s first automated VDP audit. Every VIN, every feature, every day.
  • Our VDP audit obsesses over missing Wow-Factor Features & Packages
  • The car doesn’t sell itself. The VDP has to.
Explore VDP Audit

Sell It

VDP Boost

Make the VDP Stand Tall.


  • Shoppers compare. WIN MORE VDP WARS.
  • Shoppers love your pictures. Let’s leverage that.
  • VDP BOOST is old school. Better story. Better price defense.
Explore VDP Boost

Improve It

TurnSignal

Improving Your Sales Machine. More Turns, Less Discounts.


  • 3 Years of Your Sales +
  • Google Analytics +
  • Uncle Joe’s Secret Algo Sauce!
Explore TurnSignal

Real Results (Your Mileage May Vary ;-)

+63%

used car sales growth at Reymore Chevrolet.

Reymore Chevrolet’s management was eager for change. Reymore went all in.

Wow-Factor Features that were missing was now their advantage! They are winning the VDP WARS.

50%

more pictures

VDP Boost shoppers look at 50% more pictures, than non Boosted VDPs.

39%

higher VSR-to-VDP conversion

VDP Boost helps keep your shoppers connected to your site.

Days on Lot

Before

63

After

36

days

“These numbers are extraordinary.”

George Nenni, CEO, Generations Digital

The core of AML is powered by our industry 1st THS Engine. This project took our team 3 years to rank 45,000 features, each one numerically ranked by our customer demand score, affectionately called “Wow-Factor Features.” It’s an intelligence layer, it’s AML’s secret sauce, we call it the “Treasure Hunter Score” (THS).

Are We A Fit?

VIN Explosions are weak.
VDPs are Polluted.
AML fixes this.

Your audit is free. What you find might piss you off.

Stop Discounting. Start Auditing.

Run Your Free VDP Audit →

Built From The Inside

“I spent 30 years watching dealers discount cars that should have sold at full margin. The problem was never the price. It was the VDP. Shoppers couldn’t see what made the car worth it. So I built the tool I always wished existed.”

Joe saw this problem first at Cars.com — 142 dealers, 17,485 units, 37% with missing features. He is building AML’s systems to fix it.

Joe Pistell

Founder & CEO

Former Head of Marketplace, Cars.com

Sr. Director of Innovation, Cox/Dealer.com

2 patents · NADA Best of Show

10 years as NY dealer group Marketing Director

3 Startups (all sold, all still in business)

Or talk to AML directly →

Works With Your Stack

AML products are compatible with nearly every vendor in automotive — including website providers like Dealer.com, DealerOn, and Dealer Inspire, and inventory systems like Homenet and vAuto.

AutoMagic Labs | Merchandising as a Service