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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 8, 2026

7.3M+

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

27,475 listings found

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Chicago, IL

Unscored
$1,500Mileage not verified

Comparison: 13 similar vehicles

Chicago, IL

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Chicago, IL

Unscored
$1,500194,928 mi

Comparison: 8 similar vehicles

Chicago, IL

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Chicago, IL

UnscoredInsufficient · 4
$1,500182,887 mi

Comparison: 4 similar vehicles

Chicago, IL

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Naperville, IL

Unscored
$1,990376,956 mi

Comparison: 26 similar vehicles

Naperville, IL

2013 Ford Edge SE

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

2013 Ford Edge SE

Chicago, IL

Unscored
$1,995200,000 mi

Comparison: 12 similar vehicles

Chicago, IL

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Chicago, IL

UnscoredInsufficient · 3
$2,00085,181 mi

Comparison: 3 similar vehicles

Chicago, IL

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Chicago, IL

Unscored
$2,338120,248 mi

Comparison: 13 similar vehicles

Chicago, IL

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Chicago, IL

Unscored
$2,367201,124 mi

Comparison: 15 similar vehicles

Chicago, IL

2017 Nissan Versa Sedan S Plus

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

2017 Nissan Versa Sedan S Plus

Chicago, IL

UnscoredInsufficient · 3
$2,390160,000 mi

Comparison: 3 similar vehicles

Chicago, IL

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Chicago, IL

Unscored
$2,400164,076 mi

Comparison: 5 similar vehicles

Chicago, IL

2009 GMC Yukon XL SLT2

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

2009 GMC Yukon XL SLT2

Chicago, IL

UnscoredInsufficient · 3
$2,410323,214 mi

Comparison: 3 similar vehicles

Chicago, IL

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Chicago, IL

Unscored
$2,495196,421 mi

Comparison: 7 similar vehicles

Chicago, IL

No Photo

2010 Nissan Murano SL

Cicero, IL

Unscored
$2,495192,096 mi

Comparison: 5 similar vehicles

Cicero, IL

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Cicero, IL

UnscoredInsufficient · 0
$2,495202,337 mi

Cicero, IL

2001 Chevrolet Impala base

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

2001 Chevrolet Impala base

Chicago, IL

UnscoredInsufficient · 0
$2,495Mileage not verified

Chicago, IL

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Chicago, IL

Unscored
$2,500157,188 mi

Comparison: 5 similar vehicles

Chicago, IL

No Photo

2006 Dodge Grand Caravan SE

Chicago, IL

UnscoredInsufficient · 0
$2,599212,881 mi

Chicago, IL

2016 Lincoln MKX Select

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

2016 Lincoln MKX Select

Chicago, IL

UnscoredInsufficient · 4
$2,700167,088 mi

Comparison: 4 similar vehicles

Chicago, IL

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Naperville, IL

Unscored
$2,750220,519 mi

Comparison: 7 similar vehicles

Naperville, IL

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

Chicago, IL

UnscoredInsufficient · 0
$2,750Mileage not verified

Chicago, IL

2008 Toyota Corolla LE

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

2008 Toyota Corolla LE

Chicago, IL

UnscoredInsufficient · 4
$2,800216,940 mi

Comparison: 4 similar vehicles

Chicago, IL

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Chicago, IL

Unscored
$2,870Mileage not verified

Comparison: 8 similar vehicles

Chicago, IL

2004 GMC Yukon XL SLE

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

2004 GMC Yukon XL SLE

Chicago, IL

UnscoredInsufficient · 0
$2,895Mileage not verified

Chicago, IL

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Chicago, IL

Unscored
$2,899179,694 mi

Comparison: 18 similar vehicles

Chicago, IL

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Chicago, IL

Unscored
$2,900145,567 mi

Comparison: 14 similar vehicles

Chicago, IL

2000 Chrysler Sebring JXI

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

2000 Chrysler Sebring JXI

Chicago, IL

UnscoredInsufficient · 0
$2,900184,586 mi

Chicago, IL

2011 Mitsubishi Lancer ES

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

2011 Mitsubishi Lancer ES

Naperville, IL

UnscoredInsufficient · 4
$2,950165,267 mi

Comparison: 4 similar vehicles

Naperville, IL

2008 Chrysler Sebring Limited

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

2008 Chrysler Sebring Limited

Naperville, IL

UnscoredInsufficient · 4
$2,950132,105 mi

Comparison: 4 similar vehicles

Naperville, IL

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Naperville, IL

UnscoredInsufficient · 0
$2,950161,166 mi

Naperville, IL

2001 Lincoln Continental Base

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

2001 Lincoln Continental Base

Naperville, IL

UnscoredInsufficient · 0
$2,950167,125 mi

Naperville, IL

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Naperville, IL

Unscored
$2,990221,078 mi

Comparison: 54 similar vehicles

Naperville, IL

2009 Chevrolet HHR LS

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

2009 Chevrolet HHR LS

Chicago, IL

Unscored
$2,990178,363 mi

Comparison: 5 similar vehicles

Chicago, IL

2006 Mercury Mountaineer Premier

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

2006 Mercury Mountaineer Premier

Naperville, IL

UnscoredInsufficient · 0
$2,990171,637 mi

Naperville, IL

2005 Lexus ES 330

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

2005 Lexus ES 330

Naperville, IL

Unscored
$2,990231,079 mi

Comparison: 5 similar vehicles

Naperville, IL

2014 Cadillac SRX Performance Collection

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

2014 Cadillac SRX Performance Collection

Chicago, IL

UnscoredInsufficient · 4
$2,995185,723 mi

Comparison: 4 similar vehicles

Chicago, IL

2013 Lincoln MKS Base

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

2013 Lincoln MKS Base

Chicago, IL

Unscored
$2,995138,815 mi

Comparison: 12 similar vehicles

Chicago, IL

2013 FIAT 500 Sport

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

2013 FIAT 500 Sport

Cicero, IL

UnscoredInsufficient · 0
$2,995111,935 mi

Cicero, IL

2010 Ford Focus SE

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

2010 Ford Focus SE

Chicago, IL

Unscored
$2,995189,206 mi

Comparison: 13 similar vehicles

Chicago, IL

2010 Chevrolet HHR LT

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

2010 Chevrolet HHR LT

Chicago, IL

Unscored
$2,995186,953 mi

Comparison: 13 similar vehicles

Chicago, IL

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Chicago, IL

Unscored
$2,995250,496 mi

Comparison: 18 similar vehicles

Chicago, IL

2005 Pontiac G6 GT

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

2005 Pontiac G6 GT

Chicago, IL

Unscored
$2,995175,089 mi

Comparison: 8 similar vehicles

Chicago, IL

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

Cicero, IL

UnscoredInsufficient · 4
$2,995187,608 mi

Comparison: 4 similar vehicles

Cicero, IL

2002 Toyota Camry XLE V6

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

2002 Toyota Camry XLE V6

Chicago, IL

UnscoredInsufficient · 3
$2,995254,000 mi

Comparison: 3 similar vehicles

Chicago, IL

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Chicago, IL

UnscoredInsufficient · 0
$2,995175,249 mi

Chicago, IL

No Photo

1999 Mercedes-Benz E-Class Base

Chicago, IL

UnscoredInsufficient · 4
$2,995212,798 mi

Comparison: 4 similar vehicles

Chicago, IL

1998 GMC Yukon SLE

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

1998 GMC Yukon SLE

Chicago, IL

UnscoredInsufficient · 0
$2,995271,278 mi

Chicago, IL

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Naperville, IL

Unscored
$2,999221,354 mi

Comparison: 15 similar vehicles

Naperville, IL

2001 Toyota Camry LE

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

2001 Toyota Camry LE

Chicago, IL

UnscoredInsufficient · 4
$3,195163,618 mi

Comparison: 4 similar vehicles

Chicago, IL

2005 Chevrolet Express Cargo Work

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

2005 Chevrolet Express Cargo Work

Chicago, IL

UnscoredInsufficient · 0
$3,200157,071 mi

Chicago, IL

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Naperville, IL

Unscored
$3,250154,665 mi

Comparison: 18 similar vehicles

Naperville, IL

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 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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