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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 4, 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

1,505 listings found

2012 Volvo XC60 3.2

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

2012 Volvo XC60 3.2

Addison, TX

UnscoredInsufficient · 3
$4,388165,499 mi

Comparison: 3 similar vehicles

Addison, TX

2013 Ford Focus SE

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

2013 Ford Focus SE

Addison, TX

Unscored
$4,550164,955 mi

Comparison: 22 similar vehicles

Addison, TX

2008 Nissan Altima S

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

2008 Nissan Altima S

Addison, TX

Unscored
$4,893157,373 mi

Comparison: 5 similar vehicles

Addison, TX

2018 Chevrolet Sonic LT

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

2018 Chevrolet Sonic LT

Addison, TX

Unscored
$5,521149,034 mi

Comparison: 10 similar vehicles

Addison, TX

2014 Nissan Maxima SV

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

2014 Nissan Maxima SV

Addison, TX

Unscored
$5,998203,245 mi

Comparison: 18 similar vehicles

Addison, TX

2014 Mazda MAZDA6 i Touring

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

2014 Mazda MAZDA6 i Touring

Addison, TX

UnscoredInsufficient · 0
$6,181240,000 mi

Addison, TX

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Addison, TX

Unscored
$6,221132,511 mi

Comparison: 12 similar vehicles

Addison, TX

2013 Nissan JUKE NISMO

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

2013 Nissan JUKE NISMO

Addison, TX

UnscoredInsufficient · 0
$6,221159,177 mi

Addison, TX

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Addison, TX

Unscored
$6,498155,349 mi

Comparison: 18 similar vehicles

Addison, TX

2011 MINI Countryman S

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

2011 MINI Countryman S

Addison, TX

UnscoredInsufficient · 3
$6,499108,547 mi

Comparison: 3 similar vehicles

Addison, TX

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Addison, TX

Unscored
$6,500140,375 mi

Comparison: 18 similar vehicles

Addison, TX

2012 Mazda MAZDA3 i Grand Touring

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

2012 Mazda MAZDA3 i Grand Touring

Addison, TX

Salvage title
$6,595119,106 mi

Addison, TX

2015 Nissan Armada SL

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

2015 Nissan Armada SL

Addison, TX

Unscored
$6,714231,796 mi

Comparison: 5 similar vehicles

Addison, TX

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Addison, TX

UnscoredInsufficient · 0
$6,719269,578 mi

Addison, TX

2016 Buick Enclave Convenience

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

2016 Buick Enclave Convenience

Addison, TX

UnscoredInsufficient · 0
$6,721138,718 mi

Addison, TX

2014 Hyundai Sonata Hybrid Limited

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

2014 Hyundai Sonata Hybrid Limited

Addison, TX

UnscoredInsufficient · 0
$6,721126,901 mi

Addison, TX

2001 Chevrolet Blazer LS

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

2001 Chevrolet Blazer LS

Addison, TX

Unscored
$6,881142,110 mi

Comparison: 5 similar vehicles

Addison, TX

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Addison, TX

Unscored
$6,900173,561 mi

Comparison: 5 similar vehicles

Addison, TX

2007 Acura RDX Base

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

2007 Acura RDX Base

Addison, TX

UnscoredInsufficient · 0
$6,907181,789 mi

Addison, TX

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Addison, TX

Unscored
$6,998151,412 mi

Comparison: 11 similar vehicles

Addison, TX

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Addison, TX

Unscored
$7,198136,988 mi

Comparison: 19 similar vehicles

Addison, TX

2017 Ford Focus SE

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

2017 Ford Focus SE

Addison, TX

Unscored
$7,22181,632 mi

Comparison: 8 similar vehicles

Addison, TX

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Addison, TX

Unscored
$7,221130,539 mi

Comparison: 14 similar vehicles

Addison, TX

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Addison, TX

Unscored
$7,22169,469 mi

Comparison: 9 similar vehicles

Addison, TX

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Addison, TX

Unscored
$7,295146,550 mi

Comparison: 10 similar vehicles

Addison, TX

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Addison, TX

UnscoredInsufficient · 4
$7,507127,243 mi

Comparison: 4 similar vehicles

Addison, TX

2015 BMW X1 28i

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

2015 BMW X1 28i

Addison, TX

Fair PriceLimited · 10
$7,74897,108 mi

Market: $6,900 – $11,499

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Addison, TX

2017 Kia Soul +

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

2017 Kia Soul +

Addison, TX

UnscoredInsufficient · 4
$7,991120,185 mi

Comparison: 4 similar vehicles

Addison, TX

2016 Volkswagen Tiguan SE

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

2016 Volkswagen Tiguan SE

Addison, TX

Unscored
$7,998115,685 mi

Comparison: 9 similar vehicles

Addison, TX

2003 Hummer H2 Base

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

2003 Hummer H2 Base

Addison, TX

Unscored
$7,998341,199 mi

Comparison: 5 similar vehicles

Addison, TX

2006 Mercedes-Benz CLS-Class CLS500

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

2006 Mercedes-Benz CLS-Class CLS500

Addison, TX

UnscoredInsufficient · 3
$8,001122,383 mi

Comparison: 3 similar vehicles

Addison, TX

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Addison, TX

UnscoredInsufficient · 4
$8,021109,165 mi

Comparison: 4 similar vehicles

Addison, TX

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Addison, TX

Unscored
$8,22197,490 mi

Comparison: 5 similar vehicles

Addison, TX

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Addison, TX

Fair PriceModerate · 23
$8,221100,193 mi

Market: $7,995 – $14,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Addison, TX

2014 MINI Countryman

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

2014 MINI Countryman

Addison, TX

UnscoredInsufficient · 3
$8,399111,040 mi

Comparison: 3 similar vehicles

Addison, TX

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Addison, TX

Unscored
$8,595228,794 mi

Comparison: 15 similar vehicles

Addison, TX

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Addison, TX

UnscoredInsufficient · 0
$8,62177,728 mi

Addison, TX

2015 MINI Cooper S

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

2015 MINI Cooper S

Addison, TX

UnscoredInsufficient · 3
$8,750102,976 mi

Comparison: 3 similar vehicles

Addison, TX

2012 MINI Countryman S

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

2012 MINI Countryman S

Addison, TX

UnscoredInsufficient · 4
$8,991106,759 mi

Comparison: 4 similar vehicles

Addison, TX

2012 Audi Q5 Premium

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

2012 Audi Q5 Premium

Addison, TX

UnscoredInsufficient · 4
$8,99590,271 mi

Comparison: 4 similar vehicles

Addison, TX

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Addison, TX

Unscored
$8,996129,964 mi

Comparison: 8 similar vehicles

Addison, TX

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Addison, TX

Unscored
$8,997175,533 mi

Comparison: 15 similar vehicles

Addison, TX

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Addison, TX

Unscored
$8,999191,155 mi

Comparison: 10 similar vehicles

Addison, TX

2010 Chevrolet Tahoe LS

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

2010 Chevrolet Tahoe LS

Addison, TX

Unscored
$9,009226,371 mi

Comparison: 6 similar vehicles

Addison, TX

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Addison, TX

Unscored
$9,021155,350 mi

Comparison: 5 similar vehicles

Addison, TX

2006 Mercedes-Benz CLS-Class CLS500

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

2006 Mercedes-Benz CLS-Class CLS500

Addison, TX

UnscoredInsufficient · 3
$9,21998,898 mi

Comparison: 3 similar vehicles

Addison, TX

2014 Lincoln MKX Base

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

2014 Lincoln MKX Base

Addison, TX

Unscored
$9,221121,741 mi

Comparison: 10 similar vehicles

Addison, TX

2016 Lincoln Navigator Select

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

2016 Lincoln Navigator Select

Addison, TX

UnscoredInsufficient · 4
$9,295205,525 mi

Comparison: 4 similar vehicles

Addison, TX

2017 Ford C-Max SE

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

2017 Ford C-Max SE

Addison, TX

UnscoredInsufficient · 0
$9,32191,417 mi

Addison, TX

2007 Audi A4 Base

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

2007 Audi A4 Base

Addison, TX

UnscoredInsufficient · 3
$9,49566,060 mi

Comparison: 3 similar vehicles

Addison, TX

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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