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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,229 listings found

2007 Mercedes-Benz C-Class C230 Sport

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

2007 Mercedes-Benz C-Class C230 Sport

Roswell, NM

Unscored
$3,988141,877 mi

Comparison: 5 similar vehicles

Roswell, NM

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Roswell, NM

UnscoredInsufficient · 0
$4,000177,059 mi

Roswell, NM

2005 Nissan Altima S

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

2005 Nissan Altima S

Roswell, NM

UnscoredInsufficient · 0
$4,188180,127 mi

Roswell, NM

2015 Hyundai Veloster Base

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

2015 Hyundai Veloster Base

Roswell, NM

UnscoredInsufficient · 0
$4,394117,267 mi

Roswell, NM

2010 Kia Forte EX

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

2010 Kia Forte EX

Roswell, NM

UnscoredInsufficient · 0
$4,988158,772 mi

Roswell, NM

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Roswell, NM

UnscoredInsufficient · 0
$4,988228,020 mi

Roswell, NM

2009 Mitsubishi Outlander SE

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

2009 Mitsubishi Outlander SE

Roswell, NM

UnscoredInsufficient · 0
$4,999188,800 mi

Roswell, NM

2013 Nissan Sentra SR

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

2013 Nissan Sentra SR

Roswell, NM

UnscoredInsufficient · 0
$5,988125,717 mi

Roswell, NM

2009 Nissan Versa S

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

2009 Nissan Versa S

Roswell, NM

UnscoredInsufficient · 0
$5,988119,532 mi

Roswell, NM

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Roswell, NM

UnscoredInsufficient · 0
$5,988123,251 mi

Roswell, NM

2004 Chevrolet Blazer LS

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

2004 Chevrolet Blazer LS

Roswell, NM

UnscoredInsufficient · 0
$5,988162,241 mi

Roswell, NM

2013 FIAT 500 Pop

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

2013 FIAT 500 Pop

Roswell, NM

UnscoredInsufficient · 0
$5,99938,174 mi

Roswell, NM

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Roswell, NM

UnscoredInsufficient · 0
$6,238127,096 mi

Roswell, NM

2014 Buick Verano 1SG

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

2014 Buick Verano 1SG

Roswell, NM

UnscoredInsufficient · 0
$6,950150,724 mi

Roswell, NM

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Roswell, NM

Unscored
$6,988156,256 mi

Comparison: 11 similar vehicles

Roswell, NM

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Roswell, NM

UnscoredInsufficient · 0
$6,988176,730 mi

Roswell, NM

2012 Mercedes-Benz GLK-Class GLK350

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

2012 Mercedes-Benz GLK-Class GLK350

Roswell, NM

Unscored
$6,988121,472 mi

Comparison: 5 similar vehicles

Roswell, NM

2009 Cadillac DTS 1SA

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

2009 Cadillac DTS 1SA

Roswell, NM

UnscoredInsufficient · 0
$6,98890,780 mi

Roswell, NM

2015 GMC Acadia SLT2

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

2015 GMC Acadia SLT2

Roswell, NM

UnscoredInsufficient · 0
$6,995182,647 mi

Roswell, NM

1999 Jeep Wrangler SPORT

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

1999 Jeep Wrangler SPORT

Roswell, NM

UnscoredInsufficient · 0
$6,99999,000 mi

Roswell, NM

2017 BMW X3 sDrive28i

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

2017 BMW X3 sDrive28i

Roswell, NM

UnscoredInsufficient · 0
$7,988170,466 mi

Roswell, NM

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Roswell, NM

UnscoredInsufficient · 0
$7,988109,498 mi

Roswell, NM

2012 Mercedes-Benz GLK-Class GLK350

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

2012 Mercedes-Benz GLK-Class GLK350

Roswell, NM

Unscored
$7,988147,507 mi

Comparison: 5 similar vehicles

Roswell, NM

2011 Honda Accord LX-S

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

2011 Honda Accord LX-S

Roswell, NM

UnscoredInsufficient · 0
$7,988111,792 mi

Roswell, NM

2011 Honda Civic LX-S

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

2011 Honda Civic LX-S

Roswell, NM

UnscoredInsufficient · 0
$7,988132,251 mi

Roswell, NM

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Roswell, NM

UnscoredInsufficient · 4
$7,988179,204 mi

Comparison: 4 similar vehicles

Roswell, NM

2006 Ford F-450

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

2006 Ford F-450

Roswell, NM

UnscoredInsufficient · 0
$7,988165,329 mi

Roswell, NM

2016 Jeep Compass 75th Anniversary Edition

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

2016 Jeep Compass 75th Anniversary Edition

Roswell, NM

UnscoredInsufficient · 0
$8,000129,268 mi

Roswell, NM

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Roswell, NM

UnscoredInsufficient · 0
$8,380131,340 mi

Roswell, NM

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Roswell, NM

UnscoredInsufficient · 0
$8,49987,657 mi

Roswell, NM

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Roswell, NM

UnscoredInsufficient · 0
$8,950144,936 mi

Roswell, NM

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Roswell, NM

Unscored
$8,988149,786 mi

Comparison: 25 similar vehicles

Roswell, NM

2008 Honda Civic LX

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

2008 Honda Civic LX

Roswell, NM

UnscoredInsufficient · 0
$8,988152,211 mi

Roswell, NM

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Roswell, NM

Unscored
$8,995142,811 mi

Comparison: 6 similar vehicles

Roswell, NM

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Roswell, NM

Unscored
$8,995174,614 mi

Comparison: 6 similar vehicles

Roswell, NM

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Roswell, NM

UnscoredInsufficient · 4
$9,000135,445 mi

Comparison: 4 similar vehicles

Roswell, NM

2018 Ford Fusion Titanium

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

2018 Ford Fusion Titanium

Roswell, NM

UnscoredInsufficient · 0
$9,000148,383 mi

Roswell, NM

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Roswell, NM

Unscored
$9,050101,032 mi

Comparison: 7 similar vehicles

Roswell, NM

2000 Toyota Tacoma PRERUNNER

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

2000 Toyota Tacoma PRERUNNER

Roswell, NM

UnscoredInsufficient · 0
$9,737208,462 mi

Roswell, NM

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Roswell, NM

Fair PriceLimited · 10
$9,800110,458 mi

Market: $8,900 – $17,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Roswell, NM

2010 Audi A5 Premium

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

2010 Audi A5 Premium

Roswell, NM

UnscoredInsufficient · 0
$9,950108,300 mi

Roswell, NM

2019 Jeep Compass Altitude

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

2019 Jeep Compass Altitude

Roswell, NM

UnscoredInsufficient · 0
$9,988163,386 mi

Roswell, NM

2016 Honda Accord LX

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

2016 Honda Accord LX

Roswell, NM

UnscoredInsufficient · 0
$9,988160,889 mi

Roswell, NM

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Roswell, NM

Unscored
$9,988134,970 mi

Comparison: 16 similar vehicles

Roswell, NM

2014 Nissan Altima S

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

2014 Nissan Altima S

Roswell, NM

Unscored
$9,98895,782 mi

Comparison: 6 similar vehicles

Roswell, NM

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

Roswell, NM

UnscoredInsufficient · 3
$9,988124,251 mi

Comparison: 3 similar vehicles

Roswell, NM

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Roswell, NM

UnscoredInsufficient · 0
$9,995169,364 mi

Roswell, NM

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Roswell, NM

UnscoredInsufficient · 4
$10,950119,609 mi

Comparison: 4 similar vehicles

Roswell, NM

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

Roswell, NM

Unscored
$10,988152,729 mi

Comparison: 10 similar vehicles

Roswell, NM

2019 Chevrolet Traverse LS

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

2019 Chevrolet Traverse LS

Roswell, NM

UnscoredInsufficient · 0
$10,988129,709 mi

Roswell, NM

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 recently 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 route inbound buyer inquiries and control verified contact information.
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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