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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 13, 2026

7.2M+

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

26,925 listings found

2001 Subaru Outback

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

2001 Subaru Outback

Marion, NC

UnscoredInsufficient · 0
$1,500263,025 mi

Marion, NC

2000 Chevrolet Blazer LS

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

2000 Chevrolet Blazer LS

Lenoir, NC

UnscoredInsufficient · 3
$2,299206,642 mi

Comparison: 3 similar vehicles

Lenoir, NC

No Photo

2005 Saturn ION 3

Lenoir, NC

UnscoredInsufficient · 0
$2,488159,087 mi

Lenoir, NC

No Photo

2004 Pontiac Grand Prix GT1

Lenoir, NC

UnscoredInsufficient · 0
$2,488327,899 mi

Lenoir, NC

1994 Ford Ranger XL

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

1994 Ford Ranger XL

Lenoir, NC

UnscoredInsufficient · 0
$2,499230,288 mi

Lenoir, NC

2012 Kia Soul Base

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

2012 Kia Soul Base

Johnson City, TN

Unscored
$2,500217,540 mi

Comparison: 13 similar vehicles

Johnson City, TN

1996 Toyota Camry

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

1996 Toyota Camry

Candler, NC

UnscoredInsufficient · 0
$2,500186,404 mi

Candler, NC

2004 Saturn ION 3

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

2004 Saturn ION 3

Johnson City, TN

UnscoredInsufficient · 0
$2,549163,164 mi

Johnson City, TN

No Photo

2006 Hyundai Sonata LX

Lenoir, NC

UnscoredInsufficient · 4
$2,588227,144 mi

Comparison: 4 similar vehicles

Lenoir, NC

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Johnson City, TN

Salvage title
$2,699183,380 mi

Johnson City, TN

1993 Toyota Corolla

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

1993 Toyota Corolla

Kingsport, TN

UnscoredInsufficient · 0
$2,74198,839 mi

Kingsport, TN

2006 Mazda MAZDA3 S

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

2006 Mazda MAZDA3 S

Bristol, TN

Salvage title
$2,795157,528 mi

Bristol, TN

2014 Ford Focus SE

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

2014 Ford Focus SE

Canton, NC

Unscored
$2,800133,269 mi

Comparison: 86 similar vehicles

Canton, NC

2000 Mercedes-Benz M-Class ML 320

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

2000 Mercedes-Benz M-Class ML 320

Piney Flats, TN

UnscoredInsufficient · 0
$2,800124,521 mi

Piney Flats, TN

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Johnson City, TN

Unscored
$2,845236,642 mi

Comparison: 6 similar vehicles

Johnson City, TN

2008 Kia Rondo LX

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

2008 Kia Rondo LX

Bristol, TN

UnscoredInsufficient · 0
$2,889179,095 mi

Bristol, TN

2005 Chevrolet Impala Base

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

2005 Chevrolet Impala Base

Hudson, NC

UnscoredInsufficient · 0
$2,900160,000 mi

Hudson, NC

2004 Ford F-150 Heritage XL

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

2004 Ford F-150 Heritage XL

Forest City, NC

UnscoredInsufficient · 0
$2,925276,144 mi

Forest City, NC

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Marshall, NC

Unscored
$2,995232,767 mi

Comparison: 9 similar vehicles

Marshall, NC

2009 MINI Cooper S

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

2009 MINI Cooper S

Johnson City, TN

Unscored
$2,995142,834 mi

Comparison: 8 similar vehicles

Johnson City, TN

2007 Kia Sportage LX

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

2007 Kia Sportage LX

Morganton, NC

UnscoredInsufficient · 0
$2,995173,769 mi

Morganton, NC

2004 Buick Rainier CXL

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

2004 Buick Rainier CXL

Lenoir, NC

UnscoredInsufficient · 0
$2,995236,660 mi

Lenoir, NC

2003 Buick Regal LS

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

2003 Buick Regal LS

Greeneville, TN

UnscoredInsufficient · 0
$2,995165,740 mi

Greeneville, TN

2000 Mercury Grand Marquis LS

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

2000 Mercury Grand Marquis LS

Morganton, NC

UnscoredInsufficient · 0
$2,995272,536 mi

Morganton, NC

1999 Ford F-150 WORK SERIES

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

1999 Ford F-150 WORK SERIES

Lenoir, NC

UnscoredInsufficient · 0
$2,995322,000 mi

Lenoir, NC

1997 Mercury Grand Marquis

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

1997 Mercury Grand Marquis

Erwin, TN

UnscoredInsufficient · 0
$2,995156,154 mi

Erwin, TN

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Kingsport, TN

UnscoredInsufficient · 4
$2,999Mileage not verified

Comparison: 4 similar vehicles

Kingsport, TN

2005 Honda Accord LX

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

2005 Honda Accord LX

Lenoir, NC

Unscored
$2,999301,292 mi

Comparison: 13 similar vehicles

Lenoir, NC

2005 Lexus ES 330

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

2005 Lexus ES 330

Lenoir, NC

Unscored
$2,999Mileage not verified

Comparison: 13 similar vehicles

Lenoir, NC

2000 Toyota Camry CE

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

2000 Toyota Camry CE

Lenoir, NC

UnscoredInsufficient · 0
$2,999271,228 mi

Lenoir, NC

2007 Dodge Caravan SE

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

2007 Dodge Caravan SE

Hudson, NC

UnscoredInsufficient · 0
$3,000177,000 mi

Hudson, NC

2009 GMC Yukon Denali

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

2009 GMC Yukon Denali

Afton, TN

UnscoredInsufficient · 0
$3,140310,000 mi

Afton, TN

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Elizabethton, TN

Unscored
$3,295286,287 mi

Comparison: 6 similar vehicles

Elizabethton, TN

No Photo

2003 Toyota Avalon XL

Lenoir, NC

UnscoredInsufficient · 3
$3,488231,049 mi

Comparison: 3 similar vehicles

Lenoir, NC

2013 Chevrolet Cruze 2LT

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

2013 Chevrolet Cruze 2LT

Lenoir, NC

Unscored
$3,495161,500 mi

Comparison: 5 similar vehicles

Lenoir, NC

2012 Subaru Impreza 2.0I Limited

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

2012 Subaru Impreza 2.0I Limited

Bristol, TN

UnscoredInsufficient · 4
$3,495229,124 mi

Comparison: 4 similar vehicles

Bristol, TN

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Erwin, TN

UnscoredInsufficient · 4
$3,495211,205 mi

Comparison: 4 similar vehicles

Erwin, TN

2011 Cadillac STS Luxury

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

2011 Cadillac STS Luxury

Lenoir, NC

UnscoredInsufficient · 0
$3,499182,399 mi

Lenoir, NC

2009 Toyota Yaris Base

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

2009 Toyota Yaris Base

Lenoir, NC

UnscoredInsufficient · 3
$3,499219,412 mi

Comparison: 3 similar vehicles

Lenoir, NC

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Lenoir, NC

Unscored
$3,499292,976 mi

Comparison: 18 similar vehicles

Lenoir, NC

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Lenoir, NC

Unscored
$3,499279,562 mi

Comparison: 12 similar vehicles

Lenoir, NC

2001 Ford Taurus SES

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

2001 Ford Taurus SES

Lenoir, NC

UnscoredInsufficient · 0
$3,499129,237 mi

Lenoir, NC

2000 GMC Envoy Base

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

2000 GMC Envoy Base

Lenoir, NC

UnscoredInsufficient · 0
$3,499153,226 mi

Lenoir, NC

2008 Nissan Versa SL

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

2008 Nissan Versa SL

Hudson, NC

UnscoredInsufficient · 0
$3,500163,000 mi

Hudson, NC

No Photo

2006 Ford F-150 STX

Canton, NC

UnscoredInsufficient · 4
$3,500221,802 mi

Comparison: 4 similar vehicles

Canton, NC

2006 Nissan Altima S

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

2006 Nissan Altima S

Hudson, NC

UnscoredInsufficient · 0
$3,500128,000 mi

Hudson, NC

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Johnson City, TN

Unscored
$3,500209,510 mi

Comparison: 8 similar vehicles

Johnson City, TN

2002 Ford Focus LX

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

2002 Ford Focus LX

Fairview, NC

UnscoredInsufficient · 0
$3,500100,514 mi

Fairview, NC

2001 Mazda Tribute LX

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

2001 Mazda Tribute LX

Bristol, TN

UnscoredInsufficient · 0
$3,500140,014 mi

Bristol, TN

1989 Mazda B2200

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

1989 Mazda B2200

Hudson, NC

UnscoredInsufficient · 0
$3,500206,000 mi

Hudson, 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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