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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 12, 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

20,491 listings found

2004 Nissan Pathfinder SE

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

2004 Nissan Pathfinder SE

Fayetteville, NC

UnscoredInsufficient · 0
$2,000365,582 mi

Fayetteville, NC

2002 Volkswagen New Beetle GLS

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

2002 Volkswagen New Beetle GLS

Hartsville, SC

UnscoredInsufficient · 0
$2,100Mileage not verified

Hartsville, SC

2001 Nissan Xterra XE

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

2001 Nissan Xterra XE

Hartsville, SC

UnscoredInsufficient · 0
$2,200Mileage not verified

Hartsville, SC

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
$2,400215,096 mi

Fayetteville, 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: 10 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: 13 similar vehicles

Hope Mills, NC

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Florence, SC

Unscored
$2,500180,955 mi

Comparison: 6 similar vehicles

Florence, SC

2008 Scion xB Base

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

2008 Scion xB Base

Fayetteville, NC

Unscored
$2,500267,739 mi

Comparison: 7 similar vehicles

Fayetteville, NC

2002 Ford Escape XLT Choice

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

2002 Ford Escape XLT Choice

Fayetteville, NC

UnscoredInsufficient · 0
$2,500232,887 mi

Fayetteville, NC

2001 Ford Explorer Eddie Bauer

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

2001 Ford Explorer Eddie Bauer

Hartsville, SC

UnscoredInsufficient · 0
$2,550272,417 mi

Hartsville, SC

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Hartsville, SC

UnscoredInsufficient · 3
$2,750252,164 mi

Comparison: 3 similar vehicles

Hartsville, SC

2006 Mercury Mariner Convenience 4WD

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

2006 Mercury Mariner Convenience 4WD

Hartsville, SC

UnscoredInsufficient · 0
$2,750235,307 mi

Hartsville, SC

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Hope Mills, NC

UnscoredInsufficient · 0
$2,800180,000 mi

Hope Mills, NC

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Florence, SC

UnscoredInsufficient · 0
$2,850Mileage not verified

Florence, SC

2009 Chevrolet HHR LT

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

2009 Chevrolet HHR LT

Florence, SC

Unscored
$2,850239,455 mi

Comparison: 5 similar vehicles

Florence, SC

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Florence, SC

Unscored
$2,850172,905 mi

Comparison: 5 similar vehicles

Florence, SC

2006 Chrysler PT Cruiser LIMITED

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

2006 Chrysler PT Cruiser LIMITED

Florence, SC

UnscoredInsufficient · 0
$2,850120,381 mi

Florence, SC

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

1998 Ford Explorer XL

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

1998 Ford Explorer XL

Hartsville, SC

UnscoredInsufficient · 0
$2,947198,959 mi

Hartsville, SC

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Hartsville, SC

Unscored
$2,950235,741 mi

Comparison: 22 similar vehicles

Hartsville, SC

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Hartsville, SC

Unscored
$2,950241,045 mi

Comparison: 7 similar vehicles

Hartsville, SC

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Florence, SC

Unscored
$2,980163,631 mi

Comparison: 14 similar vehicles

Florence, SC

1999 Ford Econoline Van COMMERCIAL

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

1999 Ford Econoline Van COMMERCIAL

Laurinburg, NC

UnscoredInsufficient · 0
$2,995280,045 mi

Laurinburg, NC

2004 BMW Z4 3

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

2004 BMW Z4 3

Sanford, NC

Unscored
$2,999128,510 mi

Comparison: 5 similar vehicles

Sanford, NC

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Hope Mills, NC

Unscored
$3,000208,114 mi

Comparison: 7 similar vehicles

Hope Mills, NC

2003 Cadillac CTS Base

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

2003 Cadillac CTS Base

Florence, SC

UnscoredInsufficient · 4
$3,000Mileage not verified

Comparison: 4 similar vehicles

Florence, SC

2009 Scion xD Base

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

2009 Scion xD Base

Hope Mills, NC

Unscored
$3,100228,505 mi

Comparison: 5 similar vehicles

Hope Mills, NC

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Lumberton, NC

UnscoredInsufficient · 0
$3,199258,084 mi

Lumberton, NC

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Florence, SC

UnscoredInsufficient · 0
$3,200Mileage not verified

Florence, SC

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Florence, SC

Unscored
$3,250232,210 mi

Comparison: 10 similar vehicles

Florence, SC

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Chesterfield, SC

UnscoredInsufficient · 4
$3,256Mileage not verified

Comparison: 4 similar vehicles

Chesterfield, SC

2001 Acura CL Base

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

2001 Acura CL Base

Fayetteville, NC

UnscoredInsufficient · 0
$3,388130,346 mi

Fayetteville, NC

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Hartsville, SC

Unscored
$3,400237,000 mi

Comparison: 48 similar vehicles

Hartsville, SC

2009 Kia Borrego LX

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

2009 Kia Borrego LX

Hope Mills, NC

UnscoredInsufficient · 4
$3,400232,580 mi

Comparison: 4 similar vehicles

Hope Mills, 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

2005 Honda Accord LX

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

2005 Honda Accord LX

Florence, SC

Unscored
$3,400264,140 mi

Comparison: 9 similar vehicles

Florence, SC

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Sanford, NC

UnscoredInsufficient · 0
$3,450185,600 mi

Sanford, NC

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Hartsville, SC

Unscored
$3,500146,916 mi

Comparison: 41 similar vehicles

Hartsville, SC

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Lumberton, NC

Unscored
$3,500234,905 mi

Comparison: 17 similar vehicles

Lumberton, 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

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Hope Mills, NC

UnscoredInsufficient · 4
$3,500185,638 mi

Comparison: 4 similar vehicles

Hope Mills, NC

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Florence, SC

UnscoredInsufficient · 4
$3,500203,910 mi

Comparison: 4 similar vehicles

Florence, SC

2011 GMC Acadia SLT2

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

2011 GMC Acadia SLT2

Hartsville, SC

UnscoredInsufficient · 0
$3,500251,300 mi

Hartsville, SC

2008 INFINITI EX 35 Journey

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

2008 INFINITI EX 35 Journey

Florence, SC

UnscoredInsufficient · 0
$3,500182,000 mi

Florence, SC

2008 Volkswagen Eos Turbo

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

2008 Volkswagen Eos Turbo

Fayetteville, NC

UnscoredInsufficient · 0
$3,500209,457 mi

Fayetteville, NC

2007 Honda Civic EX

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

2007 Honda Civic EX

Hamlet, NC

Salvage title
$3,500253,317 mi

Hamlet, NC

2002 Toyota Sequoia Limited

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

2002 Toyota Sequoia Limited

Hope Mills, NC

UnscoredInsufficient · 0
$3,500347,412 mi

Hope Mills, NC

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Hartsville, SC

UnscoredInsufficient · 0
$3,500225,094 mi

Hartsville, SC

2000 GMC Yukon SLE

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

2000 GMC Yukon SLE

Hartsville, SC

UnscoredInsufficient · 0
$3,500Mileage not verified

Hartsville, SC

No Photo

1999 Nissan Maxima SE

Fayetteville, NC

UnscoredInsufficient · 0
$3,500164,115 mi

Fayetteville, 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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