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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 · October 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

3,209 listings found

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Sanford, NC

UnscoredInsufficient · 0
$1,793153,812 mi

Sanford, NC

2006 Honda Civic LX

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

2006 Honda Civic LX

Siler City, NC

UnscoredInsufficient · 0
$2,00020,800 mi

Siler City, NC

2002 Buick Century Custom

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

2002 Buick Century Custom

Fayetteville, NC

Unscored
$2,495Mileage not verified

Comparison: 13 similar vehicles

Fayetteville, NC

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Hope Mills, NC

Unscored
$2,500190,060 mi

Comparison: 12 similar vehicles

Hope Mills, NC

2009 Pontiac G6

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

2009 Pontiac G6

Fayetteville, NC

UnscoredInsufficient · 0
$2,500193,795 mi

Fayetteville, NC

2005 Volvo S40 2.4i

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

2005 Volvo S40 2.4i

Fayetteville, NC

UnscoredInsufficient · 0
$2,500215,096 mi

Fayetteville, NC

2010 Chrysler Sebring Limited

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

2010 Chrysler Sebring Limited

Hope Mills, NC

UnscoredInsufficient · 0
$2,900167,274 mi

Hope Mills, NC

2003 Mercury Grand Marquis GS

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

2003 Mercury Grand Marquis GS

Asheboro, NC

UnscoredInsufficient · 0
$2,900242,389 mi

Asheboro, NC

2005 Volvo S60 2.5T

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

2005 Volvo S60 2.5T

Sanford, NC

UnscoredInsufficient · 0
$2,999213,793 mi

Sanford, NC

2005 Buick LeSabre Custom

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

2005 Buick LeSabre Custom

Fayetteville, NC

UnscoredInsufficient · 0
$3,40048,014 mi

Fayetteville, NC

2014 Nissan Altima S

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

2014 Nissan Altima S

Oakboro, NC

Unscored
$3,500209,712 mi

Comparison: 15 similar vehicles

Oakboro, NC

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

Sanford, NC

Unscored
$3,500155,712 mi

Comparison: 8 similar vehicles

Sanford, NC

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

Oakboro, NC

UnscoredInsufficient · 0
$3,500268,026 mi

Oakboro, NC

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Albemarle, NC

Salvage title
$3,777206,223 mi

Albemarle, NC

2011 Mazda MAZDA6 i Sport

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

2011 Mazda MAZDA6 i Sport

Lillington, NC

UnscoredInsufficient · 0
$3,800186,024 mi

Lillington, NC

2002 Buick Century Custom

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

2002 Buick Century Custom

Southern Pines, NC

UnscoredInsufficient · 0
$3,80099,414 mi

Southern Pines, NC

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Pittsboro, NC

UnscoredInsufficient · 3
$3,900185,050 mi

Comparison: 3 similar vehicles

Pittsboro, NC

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Chesterfield, SC

Unscored
$3,920136,856 mi

Comparison: 19 similar vehicles

Chesterfield, SC

2009 Ford Crown Victoria Police

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

2009 Ford Crown Victoria Police

Albemarle, NC

UnscoredInsufficient · 0
$3,975173,433 mi

Albemarle, NC

2009 Volkswagen Jetta S

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

2009 Volkswagen Jetta S

Hope Mills, NC

Unscored
$3,995200,855 mi

Comparison: 7 similar vehicles

Hope Mills, NC

2003 Acura TL Type-S

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

2003 Acura TL Type-S

Southern Pines, NC

UnscoredInsufficient · 0
$3,999225,026 mi

Southern Pines, NC

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Hope Mills, NC

Salvage title
$4,000171,678 mi

Hope Mills, NC

2013 Lexus IS 250

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

2013 Lexus IS 250

Sanford, NC

Unscored
$4,000167,486 mi

Comparison: 5 similar vehicles

Sanford, NC

1998 Buick Park Avenue Base

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

1998 Buick Park Avenue Base

Fayetteville, NC

UnscoredInsufficient · 0
$4,000192,063 mi

Fayetteville, NC

2014 Kia Optima LX

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

2014 Kia Optima LX

Hope Mills, NC

Unscored
$4,200200,988 mi

Comparison: 13 similar vehicles

Hope Mills, NC

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Hope Mills, NC

UnscoredInsufficient · 4
$4,200188,100 mi

Comparison: 4 similar vehicles

Hope Mills, NC

2006 Honda Accord EX

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

2006 Honda Accord EX

Sanford, NC

Unscored
$4,200183,099 mi

Comparison: 12 similar vehicles

Sanford, NC

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Chesterfield, SC

Fair PriceModerate · 37
$4,231Mileage not verified

Market: $3,700 – $11,994

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 499 days listed (based on current market benchmarks)

Chesterfield, SC

2012 Nissan Altima S

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

2012 Nissan Altima S

Aberdeen, NC

Unscored
$4,299160,214 mi

Comparison: 32 similar vehicles

Aberdeen, NC

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Biscoe, NC

Unscored
$4,299211,076 mi

Comparison: 9 similar vehicles

Biscoe, NC

2015 Kia Rio LX

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

2015 Kia Rio LX

Fuquay-Varina, NC

Unscored
$4,450116,853 mi

Comparison: 7 similar vehicles

Fuquay-Varina, NC

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Fuquay-Varina, NC

Unscored
$4,495133,000 mi

Comparison: 13 similar vehicles

Fuquay-Varina, NC

2008 Chevrolet Aveo LS

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

2008 Chevrolet Aveo LS

Sanford, NC

UnscoredInsufficient · 0
$4,49966,054 mi

Sanford, NC

2014 Kia Forte EX

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

2014 Kia Forte EX

Hope Mills, NC

Unscored
$4,500180,004 mi

Comparison: 7 similar vehicles

Hope Mills, NC

2009 Lincoln MKS V6

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

2009 Lincoln MKS V6

Fayetteville, NC

UnscoredInsufficient · 3
$4,500222,875 mi

Comparison: 3 similar vehicles

Fayetteville, NC

2009 Honda Civic EX-L

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

2009 Honda Civic EX-L

Oakboro, NC

UnscoredInsufficient · 0
$4,500200,736 mi

Oakboro, NC

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Fayetteville, NC

UnscoredInsufficient · 0
$4,500179,305 mi

Fayetteville, NC

No Photo

2007 Toyota Camry Hybrid

Lumberton, NC

Unscored
$4,500103,223 mi

Comparison: 9 similar vehicles

Lumberton, NC

2001 Buick Park Avenue Base

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

2001 Buick Park Avenue Base

Fayetteville, NC

UnscoredInsufficient · 0
$4,500105,433 mi

Fayetteville, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Hamlet, NC

UnscoredInsufficient · 3
$4,695226,297 mi

Comparison: 3 similar vehicles

Hamlet, NC

2012 Honda Civic LX

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

2012 Honda Civic LX

Asheboro, NC

Unscored
$4,750216,405 mi

Comparison: 7 similar vehicles

Asheboro, NC

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Lumberton, NC

Unscored
$4,799Mileage not verified

Comparison: 5 similar vehicles

Lumberton, NC

2007 Toyota Camry XLE

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

2007 Toyota Camry XLE

Sanford, NC

Unscored
$4,887175,258 mi

Comparison: 12 similar vehicles

Sanford, NC

2012 Toyota Yaris Fleet

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

2012 Toyota Yaris Fleet

Asheboro, NC

UnscoredInsufficient · 0
$4,900125,508 mi

Asheboro, NC

2004 Cadillac DeVille Base

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

2004 Cadillac DeVille Base

Fayetteville, NC

UnscoredInsufficient · 3
$4,900209,146 mi

Comparison: 3 similar vehicles

Fayetteville, NC

2009 Ford Taurus SE

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

2009 Ford Taurus SE

Fuquay-Varina, NC

UnscoredInsufficient · 0
$4,945169,325 mi

Fuquay-Varina, NC

2005 Buick LaCrosse CXS

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

2005 Buick LaCrosse CXS

Sanford, NC

UnscoredInsufficient · 0
$4,950129,980 mi

Sanford, NC

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Asheboro, NC

UnscoredInsufficient · 3
$4,99093,419 mi

Comparison: 3 similar vehicles

Asheboro, NC

2015 Ford Focus SE

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

2015 Ford Focus SE

Lumberton, NC

Fair PriceModerate · 36
$4,995100,746 mi

Market: $2,900 – $10,998

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Lumberton, NC

2009 Dodge Avenger SE

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

2009 Dodge Avenger SE

Sanford, NC

UnscoredInsufficient · 3
$4,995141,560 mi

Comparison: 3 similar vehicles

Sanford, NC

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 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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