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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 7, 2026

7.1M+

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

1,089 listings found

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Culpeper, VA

UnscoredInsufficient · 0
$3,975158,215 mi

Culpeper, VA

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Culpeper, VA

Unscored
$4,950171,541 mi

Comparison: 15 similar vehicles

Culpeper, VA

2014 Hyundai Accent GS

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

2014 Hyundai Accent GS

Culpeper, VA

Unscored
$4,999146,271 mi

Comparison: 6 similar vehicles

Culpeper, VA

2000 Chevrolet Prizm Base

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

2000 Chevrolet Prizm Base

Culpeper, VA

UnscoredInsufficient · 0
$4,99967,500 mi

Culpeper, VA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Culpeper, VA

Unscored
$5,498172,035 mi

Comparison: 19 similar vehicles

Culpeper, VA

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Culpeper, VA

UnscoredInsufficient · 0
$5,498104,137 mi

Culpeper, VA

2007 Honda Civic LX

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

2007 Honda Civic LX

Culpeper, VA

Unscored
$5,50096,930 mi

Comparison: 6 similar vehicles

Culpeper, VA

2015 Kia Soul Base

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

2015 Kia Soul Base

Culpeper, VA

UnscoredInsufficient · 3
$5,798132,191 mi

Comparison: 3 similar vehicles

Culpeper, VA

2006 Chevrolet Avalanche Base

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

2006 Chevrolet Avalanche Base

Culpeper, VA

UnscoredInsufficient · 3
$5,975180,000 mi

Comparison: 3 similar vehicles

Culpeper, VA

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Culpeper, VA

Unscored
$5,988228,435 mi

Comparison: 8 similar vehicles

Culpeper, VA

2012 Honda Fit Base

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

2012 Honda Fit Base

Culpeper, VA

UnscoredInsufficient · 3
$5,988153,145 mi

Comparison: 3 similar vehicles

Culpeper, VA

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Culpeper, VA

Unscored
$5,995159,922 mi

Comparison: 5 similar vehicles

Culpeper, VA

2014 Ford Focus SE

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

2014 Ford Focus SE

Culpeper, VA

Unscored
$5,99989,664 mi

Comparison: 9 similar vehicles

Culpeper, VA

1997 Chevrolet Camaro

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

1997 Chevrolet Camaro

Culpeper, VA

UnscoredInsufficient · 0
$5,99986,876 mi

Culpeper, VA

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Culpeper, VA

Unscored
$6,498228,000 mi

Comparison: 5 similar vehicles

Culpeper, VA

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

Culpeper, VA

Unscored
$6,748204,486 mi

Comparison: 5 similar vehicles

Culpeper, VA

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Culpeper, VA

Unscored
$6,950235,335 mi

Comparison: 5 similar vehicles

Culpeper, VA

2012 Honda Civic LX

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

2012 Honda Civic LX

Culpeper, VA

Unscored
$6,950177,275 mi

Comparison: 16 similar vehicles

Culpeper, VA

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Culpeper, VA

Unscored
$6,975151,030 mi

Comparison: 46 similar vehicles

Culpeper, VA

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Culpeper, VA

Unscored
$6,988184,735 mi

Comparison: 34 similar vehicles

Culpeper, VA

2013 Volkswagen Jetta SportWagen TDI

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

2013 Volkswagen Jetta SportWagen TDI

Culpeper, VA

UnscoredInsufficient · 4
$6,997149,345 mi

Comparison: 4 similar vehicles

Culpeper, VA

2009 Honda Civic EX

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

2009 Honda Civic EX

Culpeper, VA

UnscoredInsufficient · 3
$6,99980,868 mi

Comparison: 3 similar vehicles

Culpeper, VA

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Culpeper, VA

Unscored
$7,248131,035 mi

Comparison: 5 similar vehicles

Culpeper, VA

2012 Subaru Forester X

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

2012 Subaru Forester X

Culpeper, VA

Unscored
$7,399142,642 mi

Comparison: 7 similar vehicles

Culpeper, VA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Culpeper, VA

Unscored
$7,450135,411 mi

Comparison: 6 similar vehicles

Culpeper, VA

2013 Toyota Camry LE

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

2013 Toyota Camry LE

Culpeper, VA

UnscoredInsufficient · 4
$7,500193,393 mi

Comparison: 4 similar vehicles

Culpeper, VA

1993 Ford F-150

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

1993 Ford F-150

Culpeper, VA

UnscoredInsufficient · 0
$7,950307,549 mi

Culpeper, VA

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Culpeper, VA

Unscored
$7,988147,725 mi

Comparison: 11 similar vehicles

Culpeper, VA

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

Culpeper, VA

UnscoredInsufficient · 0
$7,98857,466 mi

Culpeper, VA

2011 Scion tC Base

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

2011 Scion tC Base

Culpeper, VA

UnscoredInsufficient · 0
$8,450111,453 mi

Culpeper, VA

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Culpeper, VA

Unscored
$8,475183,869 mi

Comparison: 19 similar vehicles

Culpeper, VA

2010 Cadillac DTS Luxury Collection

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

2010 Cadillac DTS Luxury Collection

Culpeper, VA

UnscoredInsufficient · 0
$8,47598,159 mi

Culpeper, VA

2012 Honda Civic LX

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

2012 Honda Civic LX

Culpeper, VA

Unscored
$8,488139,094 mi

Comparison: 16 similar vehicles

Culpeper, VA

2015 MINI Countryman S

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

2015 MINI Countryman S

Culpeper, VA

UnscoredInsufficient · 3
$8,498103,273 mi

Comparison: 3 similar vehicles

Culpeper, VA

2015 Honda Civic LX

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

2015 Honda Civic LX

Culpeper, VA

Unscored
$8,499160,647 mi

Comparison: 17 similar vehicles

Culpeper, VA

2015 Nissan Altima S

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

2015 Nissan Altima S

Culpeper, VA

Fair PriceLimited · 13
$8,795106,188 mi

Market: $4,895 – $10,929

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Culpeper, VA

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Culpeper, VA

UnscoredInsufficient · 3
$8,950124,507 mi

Comparison: 3 similar vehicles

Culpeper, VA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Culpeper, VA

Unscored
$8,98883,900 mi

Comparison: 9 similar vehicles

Culpeper, VA

2016 Honda Accord Sport

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

2016 Honda Accord Sport

Culpeper, VA

Unscored
$8,999177,437 mi

Comparison: 18 similar vehicles

Culpeper, VA

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Culpeper, VA

UnscoredInsufficient · 4
$8,999156,138 mi

Comparison: 4 similar vehicles

Culpeper, VA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Culpeper, VA

Unscored
$9,495145,043 mi

Comparison: 25 similar vehicles

Culpeper, VA

2012 BMW 3 Series 335i

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

2012 BMW 3 Series 335i

Culpeper, VA

UnscoredInsufficient · 4
$9,498103,983 mi

Comparison: 4 similar vehicles

Culpeper, VA

2019 Nissan Pathfinder S

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

2019 Nissan Pathfinder S

Culpeper, VA

Fair PriceModerate · 22
$9,499115,999 mi

Market: $6,995 – $16,998

Comparison: 22 similar vehicles

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

Culpeper, VA

2013 Volkswagen Touareg Sport

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

2013 Volkswagen Touareg Sport

Culpeper, VA

Fair PriceModerate · 37
$9,74892,798 mi

Market: $4,500 – $10,480

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Culpeper, VA

2016 Honda Accord Sport

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

2016 Honda Accord Sport

Culpeper, VA

Unscored
$9,794148,467 mi

Comparison: 15 similar vehicles

Culpeper, VA

2010 Honda Civic LX

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

2010 Honda Civic LX

Culpeper, VA

Unscored
$9,79563,052 mi

Comparison: 6 similar vehicles

Culpeper, VA

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Culpeper, VA

Fair PriceLimited · 10
$9,95083,833 mi

Market: $4,900 – $10,275

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Culpeper, VA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Culpeper, VA

Unscored
$9,98874,540 mi

Comparison: 5 similar vehicles

Culpeper, VA

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Culpeper, VA

UnscoredInsufficient · 3
$9,98876,303 mi

Comparison: 3 similar vehicles

Culpeper, VA

2006 Lexus IS 250

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

2006 Lexus IS 250

Culpeper, VA

UnscoredInsufficient · 4
$9,98886,608 mi

Comparison: 4 similar vehicles

Culpeper, 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 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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