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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

841 listings found

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Ewing Township, NJ

Unscored
$2,999201,552 mi

Comparison: 6 similar vehicles

Ewing Township, NJ

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Ewing Township, NJ

UnscoredInsufficient · 4
$2,999233,381 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Ewing Township, NJ

Unscored
$3,499156,001 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Ewing Township, NJ

Unscored
$3,699243,403 mi

Comparison: 9 similar vehicles

Ewing Township, NJ

2005 Subaru Outback I

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

2005 Subaru Outback I

Ewing Township, NJ

UnscoredInsufficient · 4
$3,699157,323 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2005 INFINITI G35 Coupe Base

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

2005 INFINITI G35 Coupe Base

Ewing Township, NJ

UnscoredInsufficient · 3
$3,699178,802 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Ewing Township, NJ

Unscored
$3,799285,184 mi

Comparison: 27 similar vehicles

Ewing Township, NJ

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Ewing Township, NJ

Unscored
$3,799187,007 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Ewing Township, NJ

Unscored
$3,999147,958 mi

Comparison: 17 similar vehicles

Ewing Township, NJ

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Ewing Township, NJ

UnscoredInsufficient · 4
$3,999140,516 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2003 Audi A4 Base

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

2003 Audi A4 Base

Ewing Township, NJ

Unscored
$3,99990,596 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Ewing Township, NJ

Unscored
$4,399192,257 mi

Comparison: 12 similar vehicles

Ewing Township, NJ

2008 Hyundai Tucson Limited

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

2008 Hyundai Tucson Limited

Ewing Township, NJ

UnscoredInsufficient · 0
$4,995135,803 mi

Ewing Township, NJ

2014 Ford Focus SE

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

2014 Ford Focus SE

Ewing Township, NJ

Unscored
$4,999229,416 mi

Comparison: 33 similar vehicles

Ewing Township, NJ

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Ewing Township, NJ

Unscored
$4,999136,830 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Ewing Township, NJ

Unscored
$4,999207,900 mi

Comparison: 27 similar vehicles

Ewing Township, NJ

2010 Mazda MAZDA6 i Sport

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

2010 Mazda MAZDA6 i Sport

Ewing Township, NJ

UnscoredInsufficient · 0
$4,999215,215 mi

Ewing Township, NJ

2008 Honda Civic LX

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

2008 Honda Civic LX

Ewing Township, NJ

Unscored
$4,999221,261 mi

Comparison: 6 similar vehicles

Ewing Township, NJ

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Ewing Township, NJ

Unscored
$4,999176,816 mi

Comparison: 10 similar vehicles

Ewing Township, NJ

2008 Chevrolet Impala LTZ

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

2008 Chevrolet Impala LTZ

Ewing Township, NJ

Unscored
$4,999247,425 mi

Comparison: 6 similar vehicles

Ewing Township, NJ

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Ewing Township, NJ

Unscored
$4,999174,020 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Ewing Township, NJ

Unscored
$4,999169,477 mi

Comparison: 11 similar vehicles

Ewing Township, NJ

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Ewing Township, NJ

Unscored
$4,999206,527 mi

Comparison: 6 similar vehicles

Ewing Township, NJ

2002 Dodge Grand Caravan Sport

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

2002 Dodge Grand Caravan Sport

Ewing Township, NJ

Unscored
$4,99974,296 mi

Comparison: 12 similar vehicles

Ewing Township, NJ

2002 Toyota Highlander Base

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

2002 Toyota Highlander Base

Ewing Township, NJ

UnscoredInsufficient · 3
$4,999218,673 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Ewing Township, NJ

Unscored
$5,299205,454 mi

Comparison: 19 similar vehicles

Ewing Township, NJ

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Ewing Township, NJ

Unscored
$5,299223,750 mi

Comparison: 6 similar vehicles

Ewing Township, NJ

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Ewing Township, NJ

Fair PriceLimited · 15
$5,299113,068 mi

Market: $2,500 – $5,756

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 506 days listed (based on current market benchmarks)

Ewing Township, NJ

2004 Chevrolet Colorado Z71

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

2004 Chevrolet Colorado Z71

Ewing Township, NJ

UnscoredInsufficient · 0
$5,299162,878 mi

Ewing Township, NJ

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Ewing Township, NJ

Unscored
$5,488121,001 mi

Comparison: 58 similar vehicles

Ewing Township, NJ

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Ewing Township, NJ

Unscored
$5,499123,448 mi

Comparison: 10 similar vehicles

Ewing Township, NJ

2008 Chevrolet Silverado 1500 LTZ

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

2008 Chevrolet Silverado 1500 LTZ

Ewing Township, NJ

UnscoredInsufficient · 4
$5,499236,498 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Ewing Township, NJ

UnscoredInsufficient · 0
$5,49993,917 mi

Ewing Township, NJ

2006 Cadillac STS Base

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

2006 Cadillac STS Base

Ewing Township, NJ

UnscoredInsufficient · 4
$5,499149,248 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2006 Honda Ridgeline RT

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

2006 Honda Ridgeline RT

Ewing Township, NJ

UnscoredInsufficient · 0
$5,499161,785 mi

Ewing Township, NJ

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Ewing Township, NJ

Unscored
$5,499160,410 mi

Comparison: 6 similar vehicles

Ewing Township, NJ

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Ewing Township, NJ

UnscoredInsufficient · 4
$5,499164,620 mi

Comparison: 4 similar vehicles

Ewing Township, NJ

2004 Toyota Tundra SR5

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

2004 Toyota Tundra SR5

Ewing Township, NJ

UnscoredInsufficient · 3
$5,699317,304 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Ewing Township, NJ

Unscored
$5,999171,169 mi

Comparison: 19 similar vehicles

Ewing Township, NJ

2015 Kia Optima LX

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

2015 Kia Optima LX

Ewing Township, NJ

Unscored
$5,999214,904 mi

Comparison: 8 similar vehicles

Ewing Township, NJ

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

Ewing Township, NJ

Unscored
$5,999136,978 mi

Comparison: 8 similar vehicles

Ewing Township, NJ

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Ewing Township, NJ

Unscored
$5,999135,385 mi

Comparison: 7 similar vehicles

Ewing Township, NJ

2013 Ford Edge SE

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

2013 Ford Edge SE

Ewing Township, NJ

Unscored
$5,999219,873 mi

Comparison: 9 similar vehicles

Ewing Township, NJ

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Ewing Township, NJ

Unscored
$5,999123,291 mi

Comparison: 5 similar vehicles

Ewing Township, NJ

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Ewing Township, NJ

Unscored
$5,999180,740 mi

Comparison: 28 similar vehicles

Ewing Township, NJ

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Ewing Township, NJ

Unscored
$5,999163,308 mi

Comparison: 30 similar vehicles

Ewing Township, NJ

2012 Ford Focus Titanium

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

2012 Ford Focus Titanium

Ewing Township, NJ

UnscoredInsufficient · 3
$5,999186,550 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Ewing Township, NJ

Unscored
$5,999180,090 mi

Comparison: 13 similar vehicles

Ewing Township, NJ

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Ewing Township, NJ

Unscored
$5,999169,008 mi

Comparison: 46 similar vehicles

Ewing Township, NJ

2011 Chevrolet HHR LS

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

2011 Chevrolet HHR LS

Ewing Township, NJ

UnscoredInsufficient · 0
$5,999177,555 mi

Ewing Township, NJ

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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