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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 4, 2026

6.8M+

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

39,500 listings found

2003 Acura RSX Base

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

2003 Acura RSX Base

Greensboro, NC

UnscoredInsufficient · 0
$1,500269,890 mi

Greensboro, NC

1999 Jeep Grand Cherokee LIMITED

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

1999 Jeep Grand Cherokee LIMITED

Statesville, NC

Unscored
$1,699205,860 mi

Comparison: 16 similar vehicles

Statesville, NC

2004 Mazda Tribute LX

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

2004 Mazda Tribute LX

Advance, NC

UnscoredInsufficient · 0
$2,000250,065 mi

Advance, NC

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Winston-Salem, NC

Salvage title
$2,495207,067 mi

Winston-Salem, NC

2013 Kia Optima LX Hybrid

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

2013 Kia Optima LX Hybrid

Salisbury, NC

UnscoredInsufficient · 3
$2,500246,249 mi

Comparison: 3 similar vehicles

Salisbury, NC

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Greensboro, NC

Unscored
$2,500251,399 mi

Comparison: 8 similar vehicles

Greensboro, NC

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Winston-Salem, NC

Unscored
$2,500248,000 mi

Comparison: 7 similar vehicles

Winston-Salem, NC

2007 BMW 3 Series 328xi

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

2007 BMW 3 Series 328xi

Winston-Salem, NC

Unscored
$2,500178,910 mi

Comparison: 7 similar vehicles

Winston-Salem, NC

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Greensboro, NC

UnscoredInsufficient · 4
$2,500249,208 mi

Comparison: 4 similar vehicles

Greensboro, NC

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Taylorsville, NC

Unscored
$2,600206,582 mi

Comparison: 7 similar vehicles

Taylorsville, NC

2000 Nissan Pathfinder LE

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

2000 Nissan Pathfinder LE

Mount Airy, NC

UnscoredInsufficient · 0
$2,600296,862 mi

Mount Airy, NC

2003 Toyota Highlander Base

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

2003 Toyota Highlander Base

Statesville, NC

UnscoredInsufficient · 3
$2,799279,350 mi

Comparison: 3 similar vehicles

Statesville, NC

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Winston-Salem, NC

Unscored
$2,800Mileage not verified

Comparison: 7 similar vehicles

Winston-Salem, NC

2006 Volvo S80 2.5T AWD A

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

2006 Volvo S80 2.5T AWD A

Sandy Ridge, NC

UnscoredInsufficient · 0
$2,800131,209 mi

Sandy Ridge, NC

2014 Chevrolet Cruze ECO

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

2014 Chevrolet Cruze ECO

Statesville, NC

UnscoredInsufficient · 0
$2,900191,479 mi

Statesville, NC

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Winston-Salem, NC

Unscored
$2,950294,709 mi

Comparison: 42 similar vehicles

Winston-Salem, NC

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Mayodan, NC

UnscoredInsufficient · 3
$2,950229,000 mi

Comparison: 3 similar vehicles

Mayodan, NC

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Mayodan, NC

Unscored
$2,950249,000 mi

Comparison: 7 similar vehicles

Mayodan, NC

2006 Kia Sorento LX

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

2006 Kia Sorento LX

Elkin, NC

UnscoredInsufficient · 4
$2,950189,452 mi

Comparison: 4 similar vehicles

Elkin, NC

2007 Hyundai Entourage GLS

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

2007 Hyundai Entourage GLS

Mount Airy, NC

UnscoredInsufficient · 0
$2,995118,720 mi

Mount Airy, NC

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Greensboro, NC

Unscored
$2,995180,000 mi

Comparison: 6 similar vehicles

Greensboro, NC

2004 Volvo S60 2.4

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

2004 Volvo S60 2.4

Township of Taylorsville, NC

UnscoredInsufficient · 0
$2,995180,469 mi

Township of Taylorsville, NC

2003 Chevrolet Venture

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

2003 Chevrolet Venture

Taylorsville, NC

UnscoredInsufficient · 0
$2,995128,635 mi

Taylorsville, NC

2003 Honda Accord LX

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

2003 Honda Accord LX

Madison, NC

Unscored
$2,995Mileage not verified

Comparison: 10 similar vehicles

Madison, NC

2003 Honda Accord EX

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

2003 Honda Accord EX

Statesville, NC

Unscored
$2,995198,340 mi

Comparison: 15 similar vehicles

Statesville, NC

2003 Chevrolet TrailBlazer LS

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

2003 Chevrolet TrailBlazer LS

Mayodan, NC

Unscored
$2,999198,385 mi

Comparison: 6 similar vehicles

Mayodan, NC

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Greensboro, NC

UnscoredInsufficient · 0
$2,999173,200 mi

Greensboro, NC

2003 Dodge Grand Caravan eL

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

2003 Dodge Grand Caravan eL

Greensboro, NC

UnscoredInsufficient · 0
$2,999208,600 mi

Greensboro, NC

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Lexington, NC

Unscored
$3,000290,311 mi

Comparison: 15 similar vehicles

Lexington, NC

2003 Honda Accord LX

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

2003 Honda Accord LX

High Point, NC

Salvage title
$3,100148,320 mi

High Point, NC

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Mocksville, NC

Unscored
$3,200179,210 mi

Comparison: 34 similar vehicles

Mocksville, NC

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Mocksville, NC

Unscored
$3,200237,271 mi

Comparison: 22 similar vehicles

Mocksville, NC

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Winston-Salem, NC

UnscoredInsufficient · 3
$3,295196,702 mi

Comparison: 3 similar vehicles

Winston-Salem, 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

Winston-Salem, NC

UnscoredInsufficient · 0
$3,299219,653 mi

Winston-Salem, NC

1999 Acura TL Base

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

1999 Acura TL Base

Mooresville, NC

UnscoredInsufficient · 0
$3,300269,203 mi

Mooresville, NC

2014 Dodge Avenger SXT

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

2014 Dodge Avenger SXT

Mayodan, NC

UnscoredInsufficient · 0
$3,350197,000 mi

Mayodan, NC

2003 Toyota Avalon XL

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

2003 Toyota Avalon XL

Winston-Salem, NC

Unscored
$3,399350,991 mi

Comparison: 6 similar vehicles

Winston-Salem, NC

2006 Cadillac DTS Luxury

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

2006 Cadillac DTS Luxury

Lexington, NC

UnscoredInsufficient · 0
$3,450169,777 mi

Lexington, NC

2001 Toyota Avalon XL

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

2001 Toyota Avalon XL

Mayodan, NC

UnscoredInsufficient · 0
$3,450213,000 mi

Mayodan, NC

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Greensboro, NC

Unscored
$3,489241,828 mi

Comparison: 5 similar vehicles

Greensboro, NC

2014 Ford Focus S

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

2014 Ford Focus S

Winston-Salem, NC

UnscoredInsufficient · 3
$3,495135,246 mi

Comparison: 3 similar vehicles

Winston-Salem, NC

2007 Saturn VUE Green Line

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

2007 Saturn VUE Green Line

Winston-Salem, NC

UnscoredInsufficient · 0
$3,495118,821 mi

Winston-Salem, NC

2005 Chrysler 300 Base

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

2005 Chrysler 300 Base

Winston-Salem, NC

UnscoredInsufficient · 3
$3,495131,663 mi

Comparison: 3 similar vehicles

Winston-Salem, NC

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

High Point, NC

Unscored
$3,495298,310 mi

Comparison: 7 similar vehicles

High Point, NC

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Greensboro, NC

UnscoredInsufficient · 4
$3,497220,000 mi

Comparison: 4 similar vehicles

Greensboro, NC

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Archdale, NC

Unscored
$3,499253,531 mi

Comparison: 41 similar vehicles

Archdale, NC

2003 Acura MDX Base

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

2003 Acura MDX Base

Kernersville, NC

UnscoredInsufficient · 0
$3,499170,000 mi

Kernersville, NC

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Greensboro, NC

Unscored
$3,500175,400 mi

Comparison: 8 similar vehicles

Greensboro, NC

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Greensboro, NC

Unscored
$3,500196,200 mi

Comparison: 5 similar vehicles

Greensboro, NC

2012 Subaru Outback Limited

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

2012 Subaru Outback Limited

High Point, NC

Unscored
$3,500290,221 mi

Comparison: 10 similar vehicles

High Point, 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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