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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

81 listings found

2004 Chevrolet Malibu Maxx LS

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

2004 Chevrolet Malibu Maxx LS

Warrenville, IL

UnscoredInsufficient · 0
$3,000148,253 mi

Warrenville, IL

2009 Saab 9-3 Comfort

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

2009 Saab 9-3 Comfort

Warrenville, IL

UnscoredInsufficient · 0
$3,200138,235 mi

Warrenville, IL

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Warrenville, IL

Unscored
$3,500134,269 mi

Comparison: 8 similar vehicles

Warrenville, IL

2006 Saab 9-3 2.0T

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

2006 Saab 9-3 2.0T

Warrenville, IL

UnscoredInsufficient · 0
$3,500115,113 mi

Warrenville, IL

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Warrenville, IL

UnscoredInsufficient · 4
$3,800164,002 mi

Comparison: 4 similar vehicles

Warrenville, IL

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Warrenville, IL

UnscoredInsufficient · 4
$4,000137,000 mi

Comparison: 4 similar vehicles

Warrenville, IL

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Warrenville, IL

Unscored
$4,500177,847 mi

Comparison: 10 similar vehicles

Warrenville, IL

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Warrenville, IL

UnscoredInsufficient · 4
$4,500121,892 mi

Comparison: 4 similar vehicles

Warrenville, IL

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Warrenville, IL

Unscored
$4,500145,475 mi

Comparison: 8 similar vehicles

Warrenville, IL

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Warrenville, IL

UnscoredInsufficient · 4
$4,99595,899 mi

Comparison: 4 similar vehicles

Warrenville, IL

2013 Kia Optima EX

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

2013 Kia Optima EX

Warrenville, IL

Unscored
$4,995166,053 mi

Comparison: 23 similar vehicles

Warrenville, IL

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Warrenville, IL

Unscored
$4,995182,278 mi

Comparison: 8 similar vehicles

Warrenville, IL

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Warrenville, IL

UnscoredInsufficient · 3
$4,995139,056 mi

Comparison: 3 similar vehicles

Warrenville, IL

2011 Nissan Versa SL

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

2011 Nissan Versa SL

Warrenville, IL

Unscored
$5,000115,449 mi

Comparison: 5 similar vehicles

Warrenville, IL

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Warrenville, IL

Unscored
$5,500156,822 mi

Comparison: 12 similar vehicles

Warrenville, IL

2009 Mercedes-Benz GL-Class GL450

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

2009 Mercedes-Benz GL-Class GL450

Warrenville, IL

UnscoredInsufficient · 3
$5,500169,012 mi

Comparison: 3 similar vehicles

Warrenville, IL

2008 Cadillac DTS 1SD

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

2008 Cadillac DTS 1SD

Warrenville, IL

UnscoredInsufficient · 0
$5,500122,589 mi

Warrenville, IL

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Warrenville, IL

Unscored
$5,995148,693 mi

Comparison: 9 similar vehicles

Warrenville, IL

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Warrenville, IL

Unscored
$5,995149,544 mi

Comparison: 12 similar vehicles

Warrenville, IL

2001 Toyota Camry LE

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

2001 Toyota Camry LE

Warrenville, IL

UnscoredInsufficient · 4
$6,590130,893 mi

Comparison: 4 similar vehicles

Warrenville, IL

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Warrenville, IL

Unscored
$6,800154,236 mi

Comparison: 14 similar vehicles

Warrenville, IL

2005 Pontiac Vibe Base

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

2005 Pontiac Vibe Base

Warrenville, IL

Unscored
$6,950114,354 mi

Comparison: 8 similar vehicles

Warrenville, IL

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Warrenville, IL

Unscored
$6,995153,001 mi

Comparison: 9 similar vehicles

Warrenville, IL

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Warrenville, IL

UnscoredInsufficient · 4
$6,995133,720 mi

Comparison: 4 similar vehicles

Warrenville, IL

2013 Hyundai Santa Fe GLS

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

2013 Hyundai Santa Fe GLS

Warrenville, IL

UnscoredInsufficient · 3
$6,995143,289 mi

Comparison: 3 similar vehicles

Warrenville, IL

2012 Nissan Altima S

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

2012 Nissan Altima S

Warrenville, IL

Fair PriceModerate · 24
$6,995118,848 mi

Market: $1,200 – $8,490

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 287 days listed (based on current market benchmarks)

Warrenville, IL

2012 Dodge Journey SE

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

2012 Dodge Journey SE

Warrenville, IL

Unscored
$6,995101,059 mi

Comparison: 6 similar vehicles

Warrenville, IL

2012 Lincoln MKZ Base

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

2012 Lincoln MKZ Base

Warrenville, IL

Unscored
$6,99594,684 mi

Comparison: 5 similar vehicles

Warrenville, IL

2011 Kia Optima LX

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

2011 Kia Optima LX

Warrenville, IL

Unscored
$6,995160,730 mi

Comparison: 5 similar vehicles

Warrenville, IL

1999 Volkswagen Passat GLS

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

1999 Volkswagen Passat GLS

Warrenville, IL

UnscoredInsufficient · 0
$7,69077,392 mi

Warrenville, IL

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Warrenville, IL

Unscored
$7,995154,273 mi

Comparison: 21 similar vehicles

Warrenville, IL

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Warrenville, IL

Unscored
$7,995157,815 mi

Comparison: 15 similar vehicles

Warrenville, IL

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Warrenville, IL

Fair PriceModerate · 21
$7,99578,800 mi

Market: $1,500 – $11,975

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Warrenville, IL

2011 Buick LaCrosse CXL

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

2011 Buick LaCrosse CXL

Warrenville, IL

Unscored
$7,995167,362 mi

Comparison: 17 similar vehicles

Warrenville, IL

2011 Kia Optima LX

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

2011 Kia Optima LX

Warrenville, IL

Unscored
$7,995107,920 mi

Comparison: 5 similar vehicles

Warrenville, IL

2001 Volkswagen Passat GLS

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

2001 Volkswagen Passat GLS

Warrenville, IL

UnscoredInsufficient · 0
$8,29075,917 mi

Warrenville, IL

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Warrenville, IL

Unscored
$8,500165,850 mi

Comparison: 28 similar vehicles

Warrenville, IL

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Warrenville, IL

OverpricedLimited · 11
$8,58083,258 mi

Market: $3,632 – $6,995

Comparison: 11 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Warrenville, IL

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Warrenville, IL

OverpricedLimited · 12
$8,85096,882 mi

Market: $4,499 – $7,975

Comparison: 12 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Warrenville, IL

2010 Volvo C30 T5

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

2010 Volvo C30 T5

Warrenville, IL

UnscoredInsufficient · 0
$8,990105,517 mi

Warrenville, IL

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Warrenville, IL

Unscored
$8,995121,064 mi

Comparison: 27 similar vehicles

Warrenville, IL

2016 Ford Focus SE

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

2016 Ford Focus SE

Warrenville, IL

Unscored
$8,995143,856 mi

Comparison: 16 similar vehicles

Warrenville, IL

2016 Kia Forte LX

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

2016 Kia Forte LX

Warrenville, IL

Unscored
$8,995131,443 mi

Comparison: 7 similar vehicles

Warrenville, IL

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Warrenville, IL

Unscored
$8,995149,842 mi

Comparison: 28 similar vehicles

Warrenville, IL

2015 Nissan Altima S

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

2015 Nissan Altima S

Warrenville, IL

Fair PriceModerate · 24
$8,995105,896 mi

Market: $2,000 – $12,095

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Warrenville, IL

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Warrenville, IL

Unscored
$8,995154,963 mi

Comparison: 14 similar vehicles

Warrenville, IL

2015 Hyundai Santa Fe Limited

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

2015 Hyundai Santa Fe Limited

Warrenville, IL

Unscored
$8,995165,616 mi

Comparison: 17 similar vehicles

Warrenville, IL

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Warrenville, IL

Unscored
$8,995154,469 mi

Comparison: 13 similar vehicles

Warrenville, IL

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Warrenville, IL

Unscored
$8,995154,166 mi

Comparison: 13 similar vehicles

Warrenville, IL

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Warrenville, IL

Unscored
$8,995161,178 mi

Comparison: 21 similar vehicles

Warrenville, IL

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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