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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 9, 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

1,097 listings found

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Yorktown, VA

UnscoredInsufficient · 0
$2,525104,840 mi

Yorktown, VA

2003 Ford Focus ZTS

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

2003 Ford Focus ZTS

Cape Charles, VA

UnscoredInsufficient · 0
$3,390231,171 mi

Cape Charles, VA

1999 Jeep Grand Cherokee LAREDO

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

1999 Jeep Grand Cherokee LAREDO

New Church, VA

Unscored
$4,495263,824 mi

Comparison: 5 similar vehicles

New Church, VA

1999 Mazda MX-5 Base

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

1999 Mazda MX-5 Base

New Church, VA

UnscoredInsufficient · 3
$4,995128,588 mi

Comparison: 3 similar vehicles

New Church, VA

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Hayes, VA

Unscored
$5,309183,741 mi

Comparison: 29 similar vehicles

Hayes, VA

2012 Volkswagen GTI Base

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

2012 Volkswagen GTI Base

Poquoson, VA

Unscored
$5,500170,400 mi

Comparison: 8 similar vehicles

Poquoson, VA

2008 Ford F-150 STX

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

2008 Ford F-150 STX

Poquoson, VA

UnscoredInsufficient · 3
$5,500187,100 mi

Comparison: 3 similar vehicles

Poquoson, VA

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Poquoson, VA

UnscoredInsufficient · 3
$5,500185,881 mi

Comparison: 3 similar vehicles

Poquoson, VA

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

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Eden, MD

UnscoredInsufficient · 0
$6,500109,549 mi

Eden, MD

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: 24 similar vehicles

Yorktown, VA

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Saluda, VA

UnscoredInsufficient · 4
$6,994146,763 mi

Comparison: 4 similar vehicles

Saluda, 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: 9 similar vehicles

Yorktown, VA

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Cape Charles, VA

UnscoredInsufficient · 0
$7,78052,455 mi

Cape Charles, 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
$7,874140,175 mi

Comparison: 4 similar vehicles

Yorktown, VA

No Photo

2011 Volvo XC70 3.2

Fruitland, MD

Unscored
$7,995161,242 mi

Comparison: 16 similar vehicles

Fruitland, MD

2018 Subaru Outback Base

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

2018 Subaru Outback Base

Pocomoke City, MD

Unscored
$8,298166,455 mi

Comparison: 9 similar vehicles

Pocomoke City, MD

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Hayes, VA

Fair PriceLimited · 11
$8,48987,674 mi

Market: $4,678 – $10,798

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Hayes, VA

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Saluda, VA

Unscored
$8,494198,728 mi

Comparison: 40 similar vehicles

Saluda, VA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Saluda, VA

Unscored
$8,494138,679 mi

Comparison: 23 similar vehicles

Saluda, VA

2008 Nissan Titan LE

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

2008 Nissan Titan LE

Poquoson, VA

UnscoredInsufficient · 0
$8,500146,073 mi

Poquoson, VA

2016 Volkswagen Tiguan SE

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

2016 Volkswagen Tiguan SE

Saluda, VA

Unscored
$8,642151,256 mi

Comparison: 45 similar vehicles

Saluda, 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

2011 Lincoln MKZ Base

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

2011 Lincoln MKZ Base

Cape Charles, VA

Unscored
$8,990123,223 mi

Comparison: 6 similar vehicles

Cape Charles, 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: 25 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

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 · 21
$9,17493,879 mi

Market: $4,700 – $21,250

Comparison: 21 similar vehicles

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

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 · 3
$9,19573,256 mi

Comparison: 3 similar vehicles

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 Ford Escape SE

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

2015 Ford Escape SE

Hayes, VA

Fair PriceLimited · 17
$9,489102,321 mi

Market: $5,495 – $14,295

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Hayes, VA

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

Hayes, VA

Unscored
$9,489125,737 mi

Comparison: 5 similar vehicles

Hayes, VA

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Saluda, VA

Unscored
$9,494155,598 mi

Comparison: 9 similar vehicles

Saluda, VA

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Saluda, VA

Fair PriceModerate · 38
$9,494117,028 mi

Market: $4,495 – $12,231

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Saluda, VA

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Saluda, VA

Unscored
$9,49484,388 mi

Comparison: 9 similar vehicles

Saluda, 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 PriceLimited · 19
$9,66594,543 mi

Market: $4,600 – $17,850

Comparison: 19 similar vehicles

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

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
$9,670122,771 mi

Comparison: 6 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: 14 similar vehicles

Yorktown, VA

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

New Church, VA

Unscored
$9,995223,699 mi

Comparison: 49 similar vehicles

New Church, VA

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Yorktown, VA

OverpricedLimited · 14
$9,995128,472 mi

Market: $3,995 – $8,894

Comparison: 14 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

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: 8 similar vehicles

Yorktown, VA

2014 Subaru Impreza 2.0I Premium

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

2014 Subaru Impreza 2.0I Premium

New Church, VA

Fair PriceLimited · 19
$9,99595,194 mi

Market: $4,795 – $12,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

New Church, VA

2009 Volvo S40 2.4i

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

2009 Volvo S40 2.4i

Accomac, VA

UnscoredInsufficient · 0
$9,995102,832 mi

Accomac, VA

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Saluda, VA

Unscored
$10,045145,708 mi

Comparison: 5 similar vehicles

Saluda, VA

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Saluda, VA

Unscored
$10,494131,776 mi

Comparison: 6 similar vehicles

Saluda, VA

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 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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