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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

29,829 listings found

2008 Volkswagen Jetta SEL

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

2008 Volkswagen Jetta SEL

Phoenix, AZ

UnscoredInsufficient · 0
$2,495240,303 mi

Phoenix, AZ

2001 Mazda Protege LX 2.0

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

2001 Mazda Protege LX 2.0

Phoenix, AZ

UnscoredInsufficient · 0
$2,588196,824 mi

Phoenix, AZ

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Phoenix, AZ

UnscoredInsufficient · 0
$2,800125,723 mi

Phoenix, AZ

2010 Ford Flex Limited

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

2010 Ford Flex Limited

Phoenix, AZ

UnscoredInsufficient · 0
$2,900221,203 mi

Phoenix, AZ

No Photo

2008 Toyota Avalon XLS

Phoenix, AZ

UnscoredInsufficient · 0
$2,995240,926 mi

Phoenix, AZ

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Phoenix, AZ

UnscoredInsufficient · 0
$2,999137,099 mi

Phoenix, AZ

2006 Pontiac G6 Base

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

2006 Pontiac G6 Base

Glendale, AZ

UnscoredInsufficient · 0
$2,999181,151 mi

Glendale, AZ

2009 Mitsubishi Outlander SE

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

2009 Mitsubishi Outlander SE

Glendale, AZ

UnscoredInsufficient · 0
$3,499213,459 mi

Glendale, AZ

1998 Audi A6 Base

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

1998 Audi A6 Base

Phoenix, AZ

UnscoredInsufficient · 0
$3,500141,000 mi

Phoenix, AZ

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Phoenix, AZ

UnscoredInsufficient · 0
$3,700185,165 mi

Phoenix, AZ

2014 Kia Forte LX

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

2014 Kia Forte LX

Goodyear, AZ

UnscoredInsufficient · 0
$3,900174,030 mi

Goodyear, AZ

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

Phoenix, AZ

UnscoredInsufficient · 3
$3,900198,500 mi

Comparison: 3 similar vehicles

Phoenix, AZ

2005 Chevrolet Aveo Special Value

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

2005 Chevrolet Aveo Special Value

Phoenix, AZ

UnscoredInsufficient · 0
$3,988134,000 mi

Phoenix, AZ

2002 Cadillac Seville SLS

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

2002 Cadillac Seville SLS

Phoenix, AZ

UnscoredInsufficient · 0
$3,988109,000 mi

Phoenix, AZ

No Photo

2008 Mazda MAZDA3 s Touring

Phoenix, AZ

UnscoredInsufficient · 0
$3,995151,732 mi

Phoenix, AZ

2004 Honda Accord EX

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

2004 Honda Accord EX

Phoenix, AZ

UnscoredInsufficient · 0
$3,995251,385 mi

Phoenix, AZ

2003 Honda Accord EX

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

2003 Honda Accord EX

Phoenix, AZ

UnscoredInsufficient · 0
$3,995205,995 mi

Phoenix, AZ

No Photo

2002 Chevrolet Tracker ZR2

Phoenix, AZ

UnscoredInsufficient · 0
$3,995163,375 mi

Phoenix, AZ

2001 Isuzu Vehicross Base

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

2001 Isuzu Vehicross Base

Phoenix, AZ

UnscoredInsufficient · 0
$3,995200,657 mi

Phoenix, AZ

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Phoenix, AZ

UnscoredInsufficient · 3
$3,999156,000 mi

Comparison: 3 similar vehicles

Phoenix, AZ

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Phoenix, AZ

UnscoredInsufficient · 0
$3,999148,095 mi

Phoenix, AZ

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

El Mirage, AZ

UnscoredInsufficient · 0
$3,999242,822 mi

El Mirage, AZ

2007 Kia Sorento LX

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

2007 Kia Sorento LX

Phoenix, AZ

UnscoredInsufficient · 0
$3,999165,110 mi

Phoenix, AZ

2006 Volkswagen Touareg 3.2

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

2006 Volkswagen Touareg 3.2

Phoenix, AZ

UnscoredInsufficient · 0
$3,999144,000 mi

Phoenix, AZ

2004 Lincoln Aviator Luxury

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

2004 Lincoln Aviator Luxury

Phoenix, AZ

UnscoredInsufficient · 0
$3,999150,875 mi

Phoenix, AZ

2001 Honda Civic LX

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

2001 Honda Civic LX

El Mirage, AZ

UnscoredInsufficient · 0
$3,999132,452 mi

El Mirage, AZ

1999 Isuzu Rodeo LS

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

1999 Isuzu Rodeo LS

Phoenix, AZ

UnscoredInsufficient · 0
$3,999161,000 mi

Phoenix, AZ

2012 Volvo XC60 3.2

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

2012 Volvo XC60 3.2

Phoenix, AZ

UnscoredInsufficient · 0
$4,000182,560 mi

Phoenix, AZ

2013 Mazda CX-9 Touring

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

2013 Mazda CX-9 Touring

Phoenix, AZ

UnscoredInsufficient · 0
$4,299182,923 mi

Phoenix, AZ

2006 Chevrolet Impala LS

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

2006 Chevrolet Impala LS

Glendale, AZ

UnscoredInsufficient · 0
$4,450170,000 mi

Glendale, AZ

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Phoenix, AZ

UnscoredInsufficient · 4
$4,499134,649 mi

Comparison: 4 similar vehicles

Phoenix, AZ

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Phoenix, AZ

UnscoredInsufficient · 3
$4,499170,866 mi

Comparison: 3 similar vehicles

Phoenix, AZ

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Phoenix, AZ

UnscoredInsufficient · 0
$4,499116,913 mi

Phoenix, AZ

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Phoenix, AZ

UnscoredInsufficient · 0
$4,500132,331 mi

Phoenix, AZ

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Sun City, AZ

UnscoredInsufficient · 4
$4,500209,410 mi

Comparison: 4 similar vehicles

Sun City, AZ

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Glendale, AZ

UnscoredInsufficient · 0
$4,551141,377 mi

Glendale, AZ

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Phoenix, AZ

UnscoredInsufficient · 0
$4,750115,282 mi

Phoenix, AZ

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Glendale, AZ

Unscored
$4,800168,370 mi

Comparison: 6 similar vehicles

Glendale, AZ

2015 Volkswagen Golf SportWagen TDI SEL

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

2015 Volkswagen Golf SportWagen TDI SEL

Phoenix, AZ

UnscoredInsufficient · 0
$4,900194,509 mi

Phoenix, AZ

2015 MINI Cooper Base

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

2015 MINI Cooper Base

Phoenix, AZ

Unscored
$4,900149,416 mi

Comparison: 5 similar vehicles

Phoenix, AZ

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Phoenix, AZ

Unscored
$4,988107,000 mi

Comparison: 5 similar vehicles

Phoenix, AZ

2013 Kia Soul Base

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

2013 Kia Soul Base

Phoenix, AZ

Unscored
$4,988158,000 mi

Comparison: 5 similar vehicles

Phoenix, AZ

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Phoenix, AZ

UnscoredInsufficient · 0
$4,98849,000 mi

Phoenix, AZ

2002 Ford Escape XLT Choice

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

2002 Ford Escape XLT Choice

Phoenix, AZ

UnscoredInsufficient · 0
$4,988135,000 mi

Phoenix, AZ

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Phoenix, AZ

UnscoredInsufficient · 0
$4,988126,000 mi

Phoenix, AZ

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Phoenix, AZ

Unscored
$4,995143,715 mi

Comparison: 6 similar vehicles

Phoenix, AZ

No Photo

2014 Nissan Versa Note S Plus

Phoenix, AZ

UnscoredInsufficient · 3
$4,995128,377 mi

Comparison: 3 similar vehicles

Phoenix, AZ

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Phoenix, AZ

UnscoredInsufficient · 0
$4,995147,086 mi

Phoenix, AZ

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Phoenix, AZ

UnscoredInsufficient · 0
$4,995179,441 mi

Phoenix, AZ

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Phoenix, AZ

UnscoredInsufficient · 0
$4,995146,218 mi

Phoenix, AZ

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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