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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 14, 2026

7.3M+

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

66 listings found

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Yorktown, VA

Unscored
$5,99599,463 mi

Comparison: 6 similar vehicles

Yorktown, VA

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Yorktown, VA

Unscored
$6,670139,210 mi

Comparison: 20 similar vehicles

Yorktown, VA

2016 Ford Focus SE

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

2016 Ford Focus SE

Yorktown, VA

Unscored
$6,997149,641 mi

Comparison: 13 similar vehicles

Yorktown, VA

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Yorktown, VA

UnscoredInsufficient · 4
$7,175162,405 mi

Comparison: 4 similar vehicles

Yorktown, VA

2013 Cadillac XTS Premium Collection

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

2013 Cadillac XTS Premium Collection

Yorktown, VA

Unscored
$7,674169,495 mi

Comparison: 8 similar vehicles

Yorktown, VA

2011 Chrysler Town & Country Touring-L

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

2011 Chrysler Town & Country Touring-L

Yorktown, VA

UnscoredInsufficient · 4
$7,874104,170 mi

Comparison: 4 similar vehicles

Yorktown, VA

2013 Chevrolet Sonic LS

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

2013 Chevrolet Sonic LS

Yorktown, VA

UnscoredInsufficient · 3
$7,995134,759 mi

Comparison: 3 similar vehicles

Yorktown, VA

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Yorktown, VA

Unscored
$8,569122,771 mi

Comparison: 6 similar vehicles

Yorktown, VA

2010 Mercedes-Benz E-Class E350 Sport

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

2010 Mercedes-Benz E-Class E350 Sport

Yorktown, VA

UnscoredInsufficient · 0
$8,670125,604 mi

Yorktown, VA

2013 MINI Cooper S

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

2013 MINI Cooper S

Yorktown, VA

Fair PriceModerate · 22
$8,92593,879 mi

Market: $4,700 – $21,250

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Yorktown, VA

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Yorktown, VA

Unscored
$8,995109,262 mi

Comparison: 5 similar vehicles

Yorktown, VA

2014 Hyundai Elantra GT Base

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

2014 Hyundai Elantra GT Base

Yorktown, VA

Unscored
$8,995140,699 mi

Comparison: 24 similar vehicles

Yorktown, VA

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Yorktown, VA

Unscored
$8,99598,047 mi

Comparison: 9 similar vehicles

Yorktown, VA

2012 Toyota Corolla S

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

2012 Toyota Corolla S

Yorktown, VA

UnscoredInsufficient · 4
$8,995126,685 mi

Comparison: 4 similar vehicles

Yorktown, VA

2012 Mitsubishi Outlander SE

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

2012 Mitsubishi Outlander SE

Yorktown, VA

UnscoredInsufficient · 0
$8,995118,326 mi

Yorktown, VA

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Yorktown, VA

UnscoredInsufficient · 3
$8,99789,255 mi

Comparison: 3 similar vehicles

Yorktown, VA

2013 Honda Fit Sport

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

2013 Honda Fit Sport

Yorktown, VA

UnscoredInsufficient · 3
$8,997149,633 mi

Comparison: 3 similar vehicles

Yorktown, VA

2015 Chevrolet Spark LS

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

2015 Chevrolet Spark LS

Yorktown, VA

UnscoredInsufficient · 0
$9,19573,256 mi

Yorktown, VA

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Yorktown, VA

Unscored
$9,29590,135 mi

Comparison: 7 similar vehicles

Yorktown, VA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Yorktown, VA

UnscoredInsufficient · 4
$9,495106,776 mi

Comparison: 4 similar vehicles

Yorktown, VA

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Yorktown, VA

Fair PriceModerate · 20
$9,66594,543 mi

Market: $4,600 – $17,850

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Yorktown, VA

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Yorktown, VA

Unscored
$9,670145,383 mi

Comparison: 93 similar vehicles

Yorktown, VA

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Yorktown, VA

Unscored
$9,975165,729 mi

Comparison: 20 similar vehicles

Yorktown, VA

2016 Buick Encore Base

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

2016 Buick Encore Base

Yorktown, VA

Unscored
$9,995118,012 mi

Comparison: 5 similar vehicles

Yorktown, VA

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Yorktown, VA

Unscored
$9,995110,083 mi

Comparison: 9 similar vehicles

Yorktown, VA

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Yorktown, VA

OverpricedLimited · 13
$9,997109,701 mi

Market: $4,900 – $7,795

Comparison: 13 similar vehicles

Priced ~28% above the typical market range for similar vehicles (based on current market benchmarks)

Yorktown, VA

2015 BMW 3 Series 328i

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

2015 BMW 3 Series 328i

Yorktown, VA

Unscored
$10,655113,425 mi

Comparison: 6 similar vehicles

Yorktown, VA

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Yorktown, VA

OverpricedLimited · 16
$10,99764,801 mi

Market: $5,599 – $9,000

Comparison: 16 similar vehicles

Priced ~22% above the typical market range for similar vehicles (based on current market benchmarks)

Yorktown, VA

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Yorktown, VA

Fair PriceModerate · 27
$12,025116,048 mi

Market: $7,575 – $16,395

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Yorktown, VA

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Yorktown, VA

Unscored
$12,174125,484 mi

Comparison: 9 similar vehicles

Yorktown, VA

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Yorktown, VA

UnscoredInsufficient · 4
$12,674108,684 mi

Comparison: 4 similar vehicles

Yorktown, VA

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Yorktown, VA

Unscored
$12,997103,511 mi

Comparison: 6 similar vehicles

Yorktown, VA

2018 Audi A6 Premium Plus

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

2018 Audi A6 Premium Plus

Yorktown, VA

UnscoredInsufficient · 3
$13,62598,983 mi

Comparison: 3 similar vehicles

Yorktown, VA

2007 BMW Z4 3.0i

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

2007 BMW Z4 3.0i

Yorktown, VA

UnscoredInsufficient · 0
$13,65550,773 mi

Yorktown, VA

2014 Subaru Legacy 2.5i

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

2014 Subaru Legacy 2.5i

Yorktown, VA

UnscoredInsufficient · 0
$13,67051,328 mi

Yorktown, VA

2016 Honda Pilot Elite

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

2016 Honda Pilot Elite

Yorktown, VA

Unscored
$13,925157,558 mi

Comparison: 34 similar vehicles

Yorktown, VA

2014 Honda CR-V EX

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

2014 Honda CR-V EX

Yorktown, VA

Unscored
$13,997129,849 mi

Comparison: 10 similar vehicles

Yorktown, VA

2018 Lincoln MKZ Reserve

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

2018 Lincoln MKZ Reserve

Yorktown, VA

Fair PriceLimited · 10
$15,17497,633 mi

Market: $8,995 – $16,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Yorktown, VA

2017 INFINITI QX50 Base

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

2017 INFINITI QX50 Base

Yorktown, VA

UnscoredInsufficient · 3
$15,17576,739 mi

Comparison: 3 similar vehicles

Yorktown, VA

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Yorktown, VA

Fair PriceModerate · 39
$15,575119,526 mi

Market: $10,693 – $23,390

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Yorktown, VA

2016 BMW 3 Series 328i

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

2016 BMW 3 Series 328i

Yorktown, VA

Fair PriceModerate · 38
$15,67062,596 mi

Market: $5,900 – $19,995

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Yorktown, VA

2014 Toyota Prius Plug-In Base

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

2014 Toyota Prius Plug-In Base

Yorktown, VA

UnscoredInsufficient · 0
$15,99784,448 mi

Yorktown, VA

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

Yorktown, VA

UnscoredInsufficient · 0
$16,17458,895 mi

Yorktown, VA

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Yorktown, VA

Unscored
$16,23094,611 mi

Comparison: 5 similar vehicles

Yorktown, VA

2018 BMW X5 xDrive35i

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

2018 BMW X5 xDrive35i

Yorktown, VA

Unscored
$16,67094,237 mi

Comparison: 6 similar vehicles

Yorktown, VA

2018 Honda Pilot EX-L

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

2018 Honda Pilot EX-L

Yorktown, VA

Fair PriceModerate · 49
$16,883114,192 mi

Market: $13,499 – $23,208

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Yorktown, VA

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Yorktown, VA

Unscored
$17,05665,911 mi

Comparison: 9 similar vehicles

Yorktown, VA

2019 BMW X3 30i

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

2019 BMW X3 30i

Yorktown, VA

Fair PriceModerate · 36
$17,87467,244 mi

Market: $13,999 – $21,354

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Yorktown, VA

2018 MINI Cooper S

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

2018 MINI Cooper S

Yorktown, VA

UnscoredInsufficient · 3
$17,97565,754 mi

Comparison: 3 similar vehicles

Yorktown, VA

2019 Honda Accord Sport

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

2019 Honda Accord Sport

Yorktown, VA

Fair PriceLimited · 12
$17,997115,850 mi

Market: $13,495 – $19,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Yorktown, VA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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