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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 6, 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

25,337 listings found

1999 Toyota Corolla CE

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

1999 Toyota Corolla CE

Greenville, NC

Salvage title
$1,200Mileage not verified

Greenville, NC

2006 Kia Sportage LX

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

2006 Kia Sportage LX

Princeton, NC

Salvage title
$1,950264,100 mi

Princeton, NC

2005 Chrysler Town & Country LX

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

2005 Chrysler Town & Country LX

Ayden, NC

UnscoredInsufficient · 0
$1,950262,861 mi

Ayden, NC

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Greenville, NC

Unscored
$1,960Mileage not verified

Comparison: 5 similar vehicles

Greenville, NC

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Ayden, NC

UnscoredInsufficient · 0
$2,250224,215 mi

Ayden, NC

2002 Buick Regal LS

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

2002 Buick Regal LS

Ayden, NC

UnscoredInsufficient · 0
$2,450151,790 mi

Ayden, NC

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Washington, NC

Unscored
$2,495218,395 mi

Comparison: 5 similar vehicles

Washington, NC

2010 Jeep Commander Sport

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

2010 Jeep Commander Sport

Greenville, NC

UnscoredInsufficient · 0
$2,500267,000 mi

Greenville, NC

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Tarboro, NC

UnscoredInsufficient · 0
$2,500162,899 mi

Tarboro, NC

2002 Hyundai Sonata Base

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

2002 Hyundai Sonata Base

Clayton, NC

UnscoredInsufficient · 0
$2,799146,435 mi

Clayton, NC

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Bethel, NC

Unscored
$2,800199,397 mi

Comparison: 24 similar vehicles

Bethel, NC

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Grimesland, NC

Unscored
$2,800248,379 mi

Comparison: 6 similar vehicles

Grimesland, NC

2012 Volkswagen Passat S

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

2012 Volkswagen Passat S

Princeton, NC

Salvage title
$2,850147,797 mi

Princeton, NC

2012 Kia Soul Base

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

2012 Kia Soul Base

Kenly, NC

Unscored
$2,900264,506 mi

Comparison: 10 similar vehicles

Kenly, NC

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Garner, NC

Unscored
$2,900149,934 mi

Comparison: 9 similar vehicles

Garner, NC

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Clayton, NC

Unscored
$2,900219,070 mi

Comparison: 5 similar vehicles

Clayton, NC

2007 Chrysler Pacifica Base

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

2007 Chrysler Pacifica Base

Bethel, NC

UnscoredInsufficient · 0
$2,900193,869 mi

Bethel, NC

2009 Kia Sedona EX

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

2009 Kia Sedona EX

Ayden, NC

UnscoredInsufficient · 0
$2,950239,301 mi

Ayden, NC

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Mount Olive, NC

Unscored
$2,975272,341 mi

Comparison: 34 similar vehicles

Mount Olive, NC

No Photo

2007 Hyundai Sonata SE

Rocky Mount, NC

UnscoredInsufficient · 3
$2,989206,618 mi

Comparison: 3 similar vehicles

Rocky Mount, NC

No Photo

1999 Mercury Grand Marquis LS

Rocky Mount, NC

UnscoredInsufficient · 0
$2,989234,270 mi

Rocky Mount, NC

2011 Ford Focus SE

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

2011 Ford Focus SE

Bethel, NC

UnscoredInsufficient · 0
$2,995205,568 mi

Bethel, NC

2010 MINI Cooper Base

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

2010 MINI Cooper Base

Washington, NC

Unscored
$2,995118,717 mi

Comparison: 8 similar vehicles

Washington, NC

2007 Nissan Sentra 2.0

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

2007 Nissan Sentra 2.0

Wilson, NC

UnscoredInsufficient · 0
$2,995156,552 mi

Wilson, NC

2016 Kia Soul Base

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

2016 Kia Soul Base

Wendell, NC

Unscored
$2,999248,477 mi

Comparison: 5 similar vehicles

Wendell, NC

2002 Toyota Camry Solara SLE

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

2002 Toyota Camry Solara SLE

Smithfield, NC

UnscoredInsufficient · 0
$3,000197,715 mi

Smithfield, NC

No Photo

2008 Pontiac G6 1SV

Newton Grove, NC

UnscoredInsufficient · 0
$3,200199,979 mi

Newton Grove, NC

2006 Kia Optima EX

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

2006 Kia Optima EX

Wilson, NC

UnscoredInsufficient · 0
$3,200193,494 mi

Wilson, NC

2005 Honda Civic VP

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

2005 Honda Civic VP

Wilson, NC

UnscoredInsufficient · 4
$3,200195,863 mi

Comparison: 4 similar vehicles

Wilson, NC

2001 Dodge Dakota SLT

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

2001 Dodge Dakota SLT

Rocky Mount, NC

UnscoredInsufficient · 0
$3,200154,241 mi

Rocky Mount, NC

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Ayden, NC

Unscored
$3,250Mileage not verified

Comparison: 6 similar vehicles

Ayden, NC

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Snow Hill, NC

Unscored
$3,294190,231 mi

Comparison: 10 similar vehicles

Snow Hill, NC

2014 Volkswagen Tiguan SEL

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

2014 Volkswagen Tiguan SEL

Selma, NC

Unscored
$3,399165,000 mi

Comparison: 9 similar vehicles

Selma, NC

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Zebulon, NC

UnscoredInsufficient · 3
$3,495137,458 mi

Comparison: 3 similar vehicles

Zebulon, NC

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Zebulon, NC

UnscoredInsufficient · 0
$3,495169,082 mi

Zebulon, NC

2007 Toyota Camry Solara SE

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

2007 Toyota Camry Solara SE

Zebulon, NC

UnscoredInsufficient · 4
$3,495175,284 mi

Comparison: 4 similar vehicles

Zebulon, NC

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Zebulon, NC

Unscored
$3,495175,886 mi

Comparison: 12 similar vehicles

Zebulon, NC

2005 Volvo XC90 V8

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

2005 Volvo XC90 V8

Zebulon, NC

UnscoredInsufficient · 4
$3,495162,789 mi

Comparison: 4 similar vehicles

Zebulon, NC

2003 Toyota Avalon XL

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

2003 Toyota Avalon XL

Zebulon, NC

Unscored
$3,495178,562 mi

Comparison: 6 similar vehicles

Zebulon, NC

2001 Volkswagen Passat GLS

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

2001 Volkswagen Passat GLS

Clayton, NC

UnscoredInsufficient · 0
$3,499154,463 mi

Clayton, NC

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Bethel, NC

Unscored
$3,500259,061 mi

Comparison: 13 similar vehicles

Bethel, NC

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Garner, NC

Unscored
$3,500185,638 mi

Comparison: 5 similar vehicles

Garner, NC

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Garner, NC

UnscoredInsufficient · 3
$3,500313,000 mi

Comparison: 3 similar vehicles

Garner, NC

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Smithfield, NC

Unscored
$3,500187,868 mi

Comparison: 5 similar vehicles

Smithfield, NC

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Benson, NC

Unscored
$3,500206,287 mi

Comparison: 23 similar vehicles

Benson, NC

2006 Chevrolet Impala SS

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

2006 Chevrolet Impala SS

Tarboro, NC

UnscoredInsufficient · 0
$3,500199,042 mi

Tarboro, NC

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Tarboro, NC

UnscoredInsufficient · 0
$3,500284,136 mi

Tarboro, NC

No Photo

2003 BMW 3 Series 325

New Bern, NC

Unscored
$3,500182,101 mi

Comparison: 5 similar vehicles

New Bern, NC

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Clayton, NC

Unscored
$3,598147,977 mi

Comparison: 5 similar vehicles

Clayton, NC

2005 Chrysler PT Cruiser LIMITED

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

2005 Chrysler PT Cruiser LIMITED

Clayton, NC

UnscoredInsufficient · 0
$3,598101,877 mi

Clayton, 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 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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