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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 10, 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

5,547 listings found

2009 Ford Focus SES

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

2009 Ford Focus SES

Henderson, NC

UnscoredInsufficient · 0
$2,250204,450 mi

Henderson, NC

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Henderson, NC

Unscored
$2,500336,067 mi

Comparison: 8 similar vehicles

Henderson, NC

2004 Mitsubishi Lancer ES

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

2004 Mitsubishi Lancer ES

Warrenton, NC

UnscoredInsufficient · 0
$2,999168,451 mi

Warrenton, NC

1997 Mercury Cougar

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

1997 Mercury Cougar

Emporia, VA

UnscoredInsufficient · 0
$3,20051,516 mi

Emporia, VA

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Henderson, NC

Unscored
$3,500212,923 mi

Comparison: 10 similar vehicles

Henderson, NC

2005 Honda Civic LX

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

2005 Honda Civic LX

Emporia, VA

UnscoredInsufficient · 4
$3,600312,294 mi

Comparison: 4 similar vehicles

Emporia, VA

2017 Kia Sedona L

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

2017 Kia Sedona L

Henderson, NC

UnscoredInsufficient · 0
$3,800273,659 mi

Henderson, NC

2002 Toyota Rav4 Base

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

2002 Toyota Rav4 Base

Henderson, NC

UnscoredInsufficient · 0
$3,800202,562 mi

Henderson, NC

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Emporia, VA

Unscored
$3,844131,390 mi

Comparison: 16 similar vehicles

Emporia, VA

2010 Chevrolet Impala Police Sedan

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

2010 Chevrolet Impala Police Sedan

Emporia, VA

UnscoredInsufficient · 0
$3,900151,133 mi

Emporia, VA

2007 Honda Civic LX

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

2007 Honda Civic LX

Emporia, VA

Unscored
$3,900227,555 mi

Comparison: 21 similar vehicles

Emporia, VA

2014 Subaru Legacy 3.6R Limited

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

2014 Subaru Legacy 3.6R Limited

Oxford, NC

Salvage title
$3,999175,000 mi

Oxford, NC

2017 Ford Escape S

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

2017 Ford Escape S

South Hill, VA

Unscored
$4,000223,064 mi

Comparison: 57 similar vehicles

South Hill, VA

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

Henderson, NC

Unscored
$4,000121,305 mi

Comparison: 8 similar vehicles

Henderson, NC

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Henderson, NC

UnscoredInsufficient · 3
$4,000115,613 mi

Comparison: 3 similar vehicles

Henderson, NC

2011 Lincoln Town Car Executive

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

2011 Lincoln Town Car Executive

Burkeville, VA

UnscoredInsufficient · 0
$4,000309,523 mi

Burkeville, VA

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Oxford, NC

Unscored
$4,028224,000 mi

Comparison: 9 similar vehicles

Oxford, NC

2009 Scion xD Base

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

2009 Scion xD Base

Emporia, VA

Unscored
$4,300189,777 mi

Comparison: 7 similar vehicles

Emporia, VA

2008 Honda Civic EX

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

2008 Honda Civic EX

Emporia, VA

Unscored
$4,300216,730 mi

Comparison: 31 similar vehicles

Emporia, VA

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Henderson, NC

Unscored
$4,500153,791 mi

Comparison: 44 similar vehicles

Henderson, NC

2008 Nissan Xterra SE

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

2008 Nissan Xterra SE

Emporia, VA

UnscoredInsufficient · 0
$4,500147,700 mi

Emporia, VA

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Louisburg, NC

UnscoredInsufficient · 0
$4,645128,934 mi

Louisburg, NC

2017 Kia Forte5 LX

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

2017 Kia Forte5 LX

Farmville, VA

Unscored
$4,794194,555 mi

Comparison: 11 similar vehicles

Farmville, VA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Henderson, NC

Unscored
$4,800187,740 mi

Comparison: 132 similar vehicles

Henderson, NC

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Emporia, VA

Unscored
$4,800182,458 mi

Comparison: 33 similar vehicles

Emporia, VA

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Emporia, VA

Unscored
$4,800234,394 mi

Comparison: 18 similar vehicles

Emporia, VA

2006 Kia Optima EX

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

2006 Kia Optima EX

Henderson, NC

UnscoredInsufficient · 0
$4,800119,053 mi

Henderson, NC

2013 Volkswagen Jetta GLI

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

2013 Volkswagen Jetta GLI

Roxboro, NC

UnscoredInsufficient · 4
$4,859202,854 mi

Comparison: 4 similar vehicles

Roxboro, NC

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Henderson, NC

UnscoredInsufficient · 4
$4,899125,948 mi

Comparison: 4 similar vehicles

Henderson, NC

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Emporia, VA

UnscoredInsufficient · 0
$4,900136,184 mi

Emporia, VA

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Creedmoor, NC

Unscored
$4,900151,303 mi

Comparison: 15 similar vehicles

Creedmoor, NC

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Lawrenceville, VA

UnscoredInsufficient · 0
$4,900210,352 mi

Lawrenceville, VA

2012 Nissan Versa S

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

2012 Nissan Versa S

Roxboro, NC

Unscored
$4,950276,290 mi

Comparison: 15 similar vehicles

Roxboro, NC

2008 Chrysler PT Cruiser Base

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

2008 Chrysler PT Cruiser Base

Roxboro, NC

Unscored
$4,950135,092 mi

Comparison: 6 similar vehicles

Roxboro, NC

No Photo

2008 Mazda CX-9 Grand Touring

Henderson, NC

UnscoredInsufficient · 0
$4,950284,912 mi

Henderson, NC

2004 Mazda Tribute LX

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

2004 Mazda Tribute LX

Roxboro, NC

UnscoredInsufficient · 0
$4,950218,728 mi

Roxboro, NC

1999 Lexus GS 300

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

1999 Lexus GS 300

Roxboro, NC

UnscoredInsufficient · 0
$4,950297,772 mi

Roxboro, NC

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Roanoke Rapids, NC

Unscored
$4,995198,347 mi

Comparison: 33 similar vehicles

Roanoke Rapids, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Louisburg, NC

UnscoredInsufficient · 4
$4,995208,020 mi

Comparison: 4 similar vehicles

Louisburg, NC

2010 Lexus LS L

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

2010 Lexus LS L

Franklinton, NC

Unscored
$4,995196,951 mi

Comparison: 5 similar vehicles

Franklinton, NC

No Photo

2008 Pontiac G6 GT

Louisburg, NC

UnscoredInsufficient · 0
$4,995125,000 mi

Louisburg, NC

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

Louisburg, NC

Unscored
$4,995211,425 mi

Comparison: 7 similar vehicles

Louisburg, NC

2003 Pontiac Grand Am SE

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

2003 Pontiac Grand Am SE

Lunenburg, VA

UnscoredInsufficient · 0
$4,995152,200 mi

Lunenburg, VA

2014 Ford Focus SE

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

2014 Ford Focus SE

Henderson, NC

Unscored
$4,999137,725 mi

Comparison: 23 similar vehicles

Henderson, NC

2014 Nissan Sentra S

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

2014 Nissan Sentra S

Henderson, NC

UnscoredInsufficient · 4
$4,999130,575 mi

Comparison: 4 similar vehicles

Henderson, NC

2010 Kia Forte SX

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

2010 Kia Forte SX

Farmville, VA

UnscoredInsufficient · 0
$4,999172,373 mi

Farmville, VA

2009 Chevrolet Aveo 1LT

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

2009 Chevrolet Aveo 1LT

Warrenton, NC

UnscoredInsufficient · 0
$4,99993,365 mi

Warrenton, NC

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Henderson, NC

Unscored
$5,00093,171 mi

Comparison: 5 similar vehicles

Henderson, NC

2007 Honda Civic EX

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

2007 Honda Civic EX

Emporia, VA

Unscored
$5,000183,091 mi

Comparison: 46 similar vehicles

Emporia, VA

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Louisburg, NC

UnscoredInsufficient · 3
$5,190181,886 mi

Comparison: 3 similar vehicles

Louisburg, 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 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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