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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

3,096 listings found

No Photo

2014 Chevrolet Express Cargo Work Van

Forest Park, GA

UnscoredLimited · 6
$3,300273,987 mi

Comparison: 6 similar vehicles

Forest Park, GA

No Photo

2008 Chevrolet Express Cargo Work Van

Forest Park, GA

UnscoredInsufficient · 4
$3,500249,725 mi

Comparison: 4 similar vehicles

Forest Park, GA

No Photo

2013 Chevrolet Express Cargo Work Van

Forest Park, GA

UnscoredLimited · 7
$3,800342,055 mi

Comparison: 7 similar vehicles

Forest Park, GA

1999 Ford Econoline Van COMMERCIAL

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Ford Econoline Van COMMERCIAL

Stockbridge, GA

UnscoredInsufficient · 0
$3,900141,000 mi

Stockbridge, GA

2017 Nissan NV Cargo SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Nissan NV Cargo SV

Gainesville, GA

UnscoredInsufficient · 0
$3,995267,530 mi

Gainesville, GA

2006 Chevrolet Express Cargo Work

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Chevrolet Express Cargo Work

Port Wentworth, GA

UnscoredInsufficient · 4
$3,995332,796 mi

Comparison: 4 similar vehicles

Port Wentworth, GA

2009 Dodge Grand Caravan Cargo

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Dodge Grand Caravan Cargo

Rossville, GA

UnscoredInsufficient · 0
$4,300183,445 mi

Rossville, GA

2014 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford E-Series Econoline Van Commercial

Butler, GA

UnscoredLimited · 15
$4,400207,877 mi

Comparison: 15 similar vehicles

Butler, GA

2012 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Transit Connect XLT

Marietta, GA

UnscoredInsufficient · 3
$4,400208,123 mi

Comparison: 3 similar vehicles

Marietta, GA

2018 GMC Savana Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 GMC Savana Cargo Work Van

Atlanta, GA

UnscoredInsufficient · 3
$4,500120,830 mi

Comparison: 3 similar vehicles

Atlanta, GA

2005 Ford Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Econoline Van Commercial

Loganville, GA

UnscoredInsufficient · 0
$4,950138,276 mi

Loganville, GA

2001 Ford Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Ford Econoline Van Commercial

Winder, GA

UnscoredInsufficient · 0
$4,950245,000 mi

Winder, GA

2004 Ford Econoline Wagon XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Ford Econoline Wagon XL

Lithonia, GA

UnscoredInsufficient · 0
$4,999195,209 mi

Lithonia, GA

2019 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford Transit Van Base

Atlanta, GA

UnscoredModerate · 45
$5,000151,672 mi

Comparison: 45 similar vehicles

Atlanta, GA

2019 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford Transit Van Base

Atlanta, GA

UnscoredModerate · 45
$5,000150,282 mi

Comparison: 45 similar vehicles

Atlanta, GA

2018 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Express Cargo Work Van

Atlanta, GA

UnscoredLimited · 13
$5,00093,509 mi

Comparison: 13 similar vehicles

Atlanta, GA

2017 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Express Cargo Work Van

Atlanta, GA

UnscoredLimited · 19
$5,000105,891 mi

Comparison: 19 similar vehicles

Atlanta, GA

2015 Ford Transit XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Transit XLT

Atlanta, GA

UnscoredLimited · 5
$5,000109,452 mi

Comparison: 5 similar vehicles

Atlanta, GA

2008 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Ford E-Series Econoline Van Commercial

Winder, GA

UnscoredLimited · 5
$5,500162,000 mi

Comparison: 5 similar vehicles

Winder, GA

2013 Ford E-Series Econoline Wagon XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford E-Series Econoline Wagon XLT

Cleveland, GA

UnscoredLimited · 7
$5,700427,358 mi

Comparison: 7 similar vehicles

Cleveland, GA

2014 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Express Cargo Work Van

Marietta, GA

UnscoredLimited · 7
$5,789247,230 mi

Comparison: 7 similar vehicles

Marietta, GA

No Photo

2000 Chevrolet Express Base

Savannah, GA

UnscoredInsufficient · 0
$5,800120,500 mi

Savannah, GA

No Photo

2013 Ford Transit Connect XLT

Savannah, GA

UnscoredLimited · 5
$5,900222,364 mi

Comparison: 5 similar vehicles

Savannah, GA

2013 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Transit Connect XLT

Woodstock, GA

UnscoredLimited · 5
$5,950193,672 mi

Comparison: 5 similar vehicles

Woodstock, GA

2011 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Ford E-Series Econoline Van Commercial

Marietta, GA

UnscoredInsufficient · 0
$5,950232,000 mi

Marietta, GA

2015 Ford Transit Connect XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Transit Connect XL

Norcross, GA

UnscoredLimited · 13
$5,995211,290 mi

Comparison: 13 similar vehicles

Norcross, GA

2014 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford E-Series Econoline Van Commercial

Cumming, GA

UnscoredLimited · 5
$5,995195,000 mi

Comparison: 5 similar vehicles

Cumming, GA

2012 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford E-Series Econoline Van Commercial

Duluth, GA

UnscoredLimited · 18
$5,999251,140 mi

Comparison: 18 similar vehicles

Duluth, GA

2008 Ford E-Series Econoline Wagon XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Ford E-Series Econoline Wagon XLT

Gainesville, GA

UnscoredInsufficient · 0
$5,999152,687 mi

Gainesville, GA

2006 Ford Econoline Wagon XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford Econoline Wagon XL

Savannah, GA

UnscoredInsufficient · 0
$5,99995,116 mi

Savannah, GA

2019 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford Transit Van Base

Atlanta, GA

UnscoredModerate · 46
$6,000145,610 mi

Comparison: 46 similar vehicles

Atlanta, GA

2014 GMC Savana Cutaway Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 GMC Savana Cutaway Work Van

Cleveland, GA

UnscoredInsufficient · 0
$6,100261,328 mi

Cleveland, GA

2017 Nissan NV200 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Nissan NV200 S

Alpharetta, GA

UnscoredInsufficient · 4
$6,310238,597 mi

Comparison: 4 similar vehicles

Alpharetta, GA

2014 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Express Cargo Work Van

Butler, GA

UnscoredLimited · 17
$6,400204,475 mi

Comparison: 17 similar vehicles

Butler, GA

2014 RAM ProMaster Cargo Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 RAM ProMaster Cargo Van Base

Norcross, GA

UnscoredLimited · 6
$6,499230,187 mi

Comparison: 6 similar vehicles

Norcross, GA

2009 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Chevrolet Express Cargo Work Van

Macon, GA

UnscoredInsufficient · 4
$6,500243,000 mi

Comparison: 4 similar vehicles

Macon, GA

2005 GMC Savana Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 GMC Savana Base

Rome, GA

UnscoredInsufficient · 0
$6,500254,989 mi

Rome, GA

2012 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford E-Series Econoline Van Commercial

Cleveland, GA

UnscoredLimited · 15
$6,600265,713 mi

Comparison: 15 similar vehicles

Cleveland, GA

2013 Ford E-Series Econoline Wagon XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford E-Series Econoline Wagon XL

Cleveland, GA

UnscoredInsufficient · 0
$6,700377,090 mi

Cleveland, GA

2017 Mercedes-Benz Metris Cargo Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Mercedes-Benz Metris Cargo Van Base

Decatur, GA

UnscoredInsufficient · 0
$6,900222,351 mi

Decatur, GA

2022 RAM Promaster City Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 RAM Promaster City Base

Winder, GA

UnscoredLimited · 5
$6,950234,000 mi

Comparison: 5 similar vehicles

Winder, GA

2019 Nissan NV200 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Nissan NV200 S

Woodstock, GA

UnscoredLimited · 5
$6,950171,553 mi

Comparison: 5 similar vehicles

Woodstock, GA

2016 Nissan NV200 SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Nissan NV200 SV

Douglasville, GA

UnscoredInsufficient · 0
$6,950134,474 mi

Douglasville, GA

2015 Nissan NV200 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Nissan NV200 S

Loganville, GA

UnscoredInsufficient · 0
$6,950175,363 mi

Loganville, GA

2014 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Express Cargo Work Van

Douglasville, GA

UnscoredLimited · 5
$6,950194,012 mi

Comparison: 5 similar vehicles

Douglasville, GA

2010 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Ford E-Series Econoline Van Commercial

Gainesville, GA

UnscoredLimited · 7
$6,995238,341 mi

Comparison: 7 similar vehicles

Gainesville, GA

2017 Nissan NV200 SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Nissan NV200 SV

Smyrna, GA

UnscoredLimited · 12
$6,999145,044 mi

Comparison: 12 similar vehicles

Smyrna, GA

2016 Ford Transit Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Transit Base

Smyrna, GA

UnscoredLimited · 10
$6,999253,343 mi

Comparison: 10 similar vehicles

Smyrna, GA

2013 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford E-Series Econoline Van Commercial

Flowery Branch, GA

UnscoredLimited · 5
$6,999127,106 mi

Comparison: 5 similar vehicles

Flowery Branch, GA

2001 Ford Econoline Wagon XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Ford Econoline Wagon XLT

Athens, GA

UnscoredInsufficient · 0
$6,99980,514 mi

Athens, GA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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