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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 3, 2026

6.1M+

Unique vehicles analyzed

as of November 3, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Kannapolis, NC

Unscored
$1,200182,600 mi

Comparison: 27 similar vehicles

Kannapolis, NC

2015 Scion xB Base

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

2015 Scion xB Base

Kannapolis, NC

UnscoredInsufficient · 0
$1,400131,161 mi

Kannapolis, NC

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Stanley, NC

UnscoredInsufficient · 0
$1,650197,500 mi

Stanley, 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

UnscoredInsufficient · 0
$1,699205,860 mi

Statesville, NC

2008 Volkswagen Jetta SE

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

2008 Volkswagen Jetta SE

Fort Mill, SC

UnscoredInsufficient · 0
$1,800256,905 mi

Fort Mill, SC

2010 Ford Focus SE

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

2010 Ford Focus SE

Gaffney, SC

Salvage title
$1,900221,690 mi

Gaffney, SC

2005 Ford Five Hundred SE

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

2005 Ford Five Hundred SE

Concord, NC

UnscoredInsufficient · 0
$2,000227,550 mi

Concord, 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

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Rock Hill, SC

Unscored
$2,100271,424 mi

Comparison: 5 similar vehicles

Rock Hill, SC

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 · 0
$2,299206,642 mi

Lenoir, NC

2006 Ford Taurus SE

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

2006 Ford Taurus SE

Fort Mill, SC

Unscored
$2,396149,000 mi

Comparison: 8 similar vehicles

Fort Mill, SC

2012 Volkswagen Jetta Base

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

2012 Volkswagen Jetta Base

Indian Trail, NC

UnscoredInsufficient · 0
$2,495120,827 mi

Indian Trail, NC

2011 Mitsubishi Endeavor SE

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

2011 Mitsubishi Endeavor SE

Indian Trail, NC

UnscoredInsufficient · 0
$2,495129,446 mi

Indian Trail, NC

2011 Hyundai Tucson GLS

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

2011 Hyundai Tucson GLS

Lancaster, SC

Unscored
$2,495212,255 mi

Comparison: 11 similar vehicles

Lancaster, SC

2002 Acura TL Base

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

2002 Acura TL Base

Gastonia, NC

UnscoredInsufficient · 3
$2,495195,500 mi

Comparison: 3 similar vehicles

Gastonia, 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

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Charlotte, NC

Unscored
$2,500169,105 mi

Comparison: 10 similar vehicles

Charlotte, 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

2007 Nissan Versa S

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

2007 Nissan Versa S

Monroe, NC

UnscoredInsufficient · 0
$2,500134,494 mi

Monroe, NC

2005 Ford Freestar SES

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

2005 Ford Freestar SES

Mount Holly, NC

UnscoredInsufficient · 0
$2,500270,800 mi

Mount Holly, NC

2003 Ford Focus ZX3

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

2003 Ford Focus ZX3

Newton, NC

UnscoredInsufficient · 0
$2,500117,352 mi

Newton, NC

2000 Honda Accord

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

2000 Honda Accord

Hickory, NC

UnscoredInsufficient · 0
$2,500287,314 mi

Hickory, NC

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Concord, NC

UnscoredInsufficient · 3
$2,500195,510 mi

Comparison: 3 similar vehicles

Concord, NC

1999 Toyota Sienna

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

1999 Toyota Sienna

Hickory, NC

UnscoredInsufficient · 0
$2,500240,021 mi

Hickory, NC

1995 Ford Thunderbird

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

1995 Ford Thunderbird

Hickory, NC

UnscoredInsufficient · 0
$2,500123,197 mi

Hickory, NC

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Concord, NC

Unscored
$2,588255,422 mi

Comparison: 6 similar vehicles

Concord, 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

2005 Honda Accord EX

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

2005 Honda Accord EX

Gastonia, NC

Unscored
$2,695189,000 mi

Comparison: 18 similar vehicles

Gastonia, NC

2006 Lexus ES 330

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

2006 Lexus ES 330

Lancaster, SC

Unscored
$2,795226,837 mi

Comparison: 5 similar vehicles

Lancaster, SC

1998 Honda Accord EX

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

1998 Honda Accord EX

Gastonia, NC

UnscoredInsufficient · 0
$2,795234,600 mi

Gastonia, 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 · 4
$2,799279,350 mi

Comparison: 4 similar vehicles

Statesville, NC

No Photo

2007 Subaru Outback I Limited

Gaffney, SC

UnscoredInsufficient · 0
$2,850208,335 mi

Gaffney, SC

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

2012 Hyundai Veracruz GLS

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

2012 Hyundai Veracruz GLS

Stanley, NC

UnscoredInsufficient · 0
$2,900207,288 mi

Stanley, NC

2008 Ford Edge SE

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

2008 Ford Edge SE

Lancaster, SC

UnscoredInsufficient · 3
$2,900205,260 mi

Comparison: 3 similar vehicles

Lancaster, SC

2006 Volvo S40 2.4i

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

2006 Volvo S40 2.4i

Charlotte, NC

UnscoredInsufficient · 0
$2,900189,530 mi

Charlotte, NC

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

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Oakboro, NC

OverpricedLimited · 16
$2,900259,231 mi

Market: $1,395 – $2,700

Comparison: 16 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Oakboro, NC

2008 GMC Acadia SLE

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

2008 GMC Acadia SLE

Stanley, NC

UnscoredInsufficient · 0
$2,950197,200 mi

Stanley, NC

2007 Acura RDX Base

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

2007 Acura RDX Base

Indian Trail, NC

Unscored
$2,950271,405 mi

Comparison: 5 similar vehicles

Indian Trail, NC

2006 Lexus ES 330

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

2006 Lexus ES 330

Concord, NC

Unscored
$2,989256,984 mi

Comparison: 6 similar vehicles

Concord, NC

2004 Acura TL Base

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

2004 Acura TL Base

Concord, NC

UnscoredInsufficient · 3
$2,989212,283 mi

Comparison: 3 similar vehicles

Concord, NC

2010 Nissan Altima S

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

2010 Nissan Altima S

Newton, NC

Unscored
$2,990198,992 mi

Comparison: 20 similar vehicles

Newton, NC

2007 Ford Expedition XLT

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

2007 Ford Expedition XLT

Stanley, NC

UnscoredInsufficient · 0
$2,992334,879 mi

Stanley, NC

2009 Lincoln MKS V6

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

2009 Lincoln MKS V6

Indian Trail, NC

UnscoredInsufficient · 3
$2,995158,653 mi

Comparison: 3 similar vehicles

Indian Trail, NC

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Lancaster, SC

UnscoredInsufficient · 3
$2,995192,917 mi

Comparison: 3 similar vehicles

Lancaster, SC

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

Gastonia, NC

Unscored
$2,995245,981 mi

Comparison: 14 similar vehicles

Gastonia, 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 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: 16 similar vehicles

Statesville, 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.
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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