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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

2,950 listings found

2003 Lexus ES 300

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

2003 Lexus ES 300

Thomasville, NC

UnscoredInsufficient · 0
$1,999211,000 mi

Thomasville, NC

2005 Hyundai Sonata LX

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

2005 Hyundai Sonata LX

Mocksville, NC

UnscoredInsufficient · 0
$2,499160,601 mi

Mocksville, 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

UnscoredInsufficient · 4
$2,500248,000 mi

Comparison: 4 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

UnscoredLimited · 5
$2,500178,910 mi

Comparison: 5 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 · 0
$2,950229,000 mi

Mayodan, 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
$2,995135,227 mi

Comparison: 3 similar vehicles

Winston-Salem, 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 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

1997 Acura RL Base

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

1997 Acura RL Base

Fort Chiswell, VA

UnscoredInsufficient · 0
$3,100Mileage not verified

Fort Chiswell, VA

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

UnscoredInsufficient · 0
$3,200237,271 mi

Mocksville, 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

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

UnscoredLimited · 10
$3,399350,991 mi

Comparison: 10 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

UnscoredLimited · 10
$3,450213,000 mi

Comparison: 10 similar vehicles

Mayodan, 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

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 · 3
$3,500191,479 mi

Comparison: 3 similar vehicles

Statesville, NC

2005 Nissan Altima SE

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

2005 Nissan Altima SE

Lexington, NC

UnscoredInsufficient · 0
$3,500254,323 mi

Lexington, NC

2005 Acura TL Base

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

2005 Acura TL Base

Mount Airy, NC

UnscoredInsufficient · 4
$3,600294,645 mi

Comparison: 4 similar vehicles

Mount Airy, NC

2003 Honda Accord LX

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

2003 Honda Accord LX

Mount Ulla, NC

UnscoredLimited · 8
$3,699Mileage not verified

Comparison: 8 similar vehicles

Mount Ulla, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Statesville, NC

UnscoredLimited · 11
$3,750210,470 mi

Comparison: 11 similar vehicles

Statesville, NC

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Mayodan, NC

UnscoredLimited · 5
$3,750163,000 mi

Comparison: 5 similar vehicles

Mayodan, NC

2006 Acura TL Base

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

2006 Acura TL Base

Winston-Salem, NC

UnscoredLimited · 7
$3,800182,400 mi

Comparison: 7 similar vehicles

Winston-Salem, NC

2014 Dodge Dart SXT

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

2014 Dodge Dart SXT

Thomasville, NC

UnscoredLimited · 5
$3,950171,322 mi

Comparison: 5 similar vehicles

Thomasville, NC

1999 Lincoln Town Car CARTIER

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

1999 Lincoln Town Car CARTIER

Mount Ulla, NC

UnscoredInsufficient · 0
$3,994156,925 mi

Mount Ulla, NC

2010 Mazda MAZDA3 i Sport

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

2010 Mazda MAZDA3 i Sport

Winston-Salem, NC

UnscoredInsufficient · 3
$3,995171,952 mi

Comparison: 3 similar vehicles

Winston-Salem, NC

2008 Kia Optima LX

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

2008 Kia Optima LX

Walnut Cove, NC

UnscoredInsufficient · 0
$3,995205,495 mi

Walnut Cove, NC

2005 Ford Focus ZX4 SE

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

2005 Ford Focus ZX4 SE

Yadkinville, NC

UnscoredInsufficient · 0
$3,995166,215 mi

Yadkinville, NC

2012 Ford Fusion Sport

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

2012 Ford Fusion Sport

Kernersville, NC

UnscoredInsufficient · 3
$3,999191,941 mi

Comparison: 3 similar vehicles

Kernersville, NC

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Kernersville, NC

UnscoredInsufficient · 3
$3,999138,000 mi

Comparison: 3 similar vehicles

Kernersville, NC

2006 Hyundai Azera SE

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

2006 Hyundai Azera SE

Kernersville, NC

UnscoredInsufficient · 0
$3,999130,000 mi

Kernersville, NC

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Winston-Salem, NC

UnscoredLimited · 16
$3,999168,298 mi

Comparison: 16 similar vehicles

Winston-Salem, NC

2002 Lincoln Town Car Cartier L

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

2002 Lincoln Town Car Cartier L

Winston-Salem, NC

UnscoredInsufficient · 0
$3,999122,143 mi

Winston-Salem, NC

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Winston-Salem, NC

UnscoredLimited · 19
$4,195197,059 mi

Comparison: 19 similar vehicles

Winston-Salem, NC

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Winston-Salem, NC

UnscoredLimited · 5
$4,195141,676 mi

Comparison: 5 similar vehicles

Winston-Salem, NC

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Mocksville, NC

UnscoredLimited · 10
$4,199173,802 mi

Comparison: 10 similar vehicles

Mocksville, NC

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Mount Airy, NC

UnscoredInsufficient · 0
$4,200201,648 mi

Mount Airy, NC

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Mount Airy, NC

UnscoredLimited · 16
$4,200221,254 mi

Comparison: 16 similar vehicles

Mount Airy, NC

2000 Acura RL Base

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

2000 Acura RL Base

Mount Airy, NC

UnscoredInsufficient · 0
$4,200149,840 mi

Mount Airy, NC

2012 Honda Civic LX

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

2012 Honda Civic LX

Thomasville, NC

UnscoredLimited · 14
$4,250238,920 mi

Comparison: 14 similar vehicles

Thomasville, NC

2009 Dodge Avenger SE

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

2009 Dodge Avenger SE

Taylorsville, NC

UnscoredInsufficient · 3
$4,250122,726 mi

Comparison: 3 similar vehicles

Taylorsville, NC

2004 Volvo S60 2.5T

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

2004 Volvo S60 2.5T

Taylorsville, NC

UnscoredInsufficient · 0
$4,250124,475 mi

Taylorsville, NC

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

High Point, NC

UnscoredInsufficient · 3
$4,295316,675 mi

Comparison: 3 similar vehicles

High Point, NC

2016 Hyundai Elantra Value Edition

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

2016 Hyundai Elantra Value Edition

High Point, NC

UnscoredLimited · 5
$4,300129,000 mi

Comparison: 5 similar vehicles

High Point, NC

2007 Toyota Camry SE

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

2007 Toyota Camry SE

Mount Airy, NC

UnscoredInsufficient · 0
$4,300243,194 mi

Mount Airy, NC

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

High Point, NC

UnscoredInsufficient · 4
$4,495303,509 mi

Comparison: 4 similar vehicles

High Point, NC

2009 Mazda MAZDA3 i Sport

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

2009 Mazda MAZDA3 i Sport

Thomasville, NC

UnscoredInsufficient · 0
$4,495196,975 mi

Thomasville, 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

Winston-Salem, NC

UnscoredInsufficient · 4
$4,499181,297 mi

Comparison: 4 similar vehicles

Winston-Salem, NC

2007 Cadillac CTS 3.6

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

2007 Cadillac CTS 3.6

East Bend, NC

UnscoredInsufficient · 0
$4,499150,585 mi

East Bend, NC

2001 Buick Century Custom

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

2001 Buick Century Custom

Thomasville, NC

UnscoredInsufficient · 0
$4,499149,339 mi

Thomasville, 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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