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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

6.8M+

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

2,088 listings found

1994 Toyota Camry

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

1994 Toyota Camry

Independence, MO

UnscoredInsufficient · 0
$2,450278,150 mi

Independence, MO

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Independence, MO

Unscored
$2,497286,265 mi

Comparison: 7 similar vehicles

Independence, MO

1998 Honda Accord EX

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

1998 Honda Accord EX

Independence, MO

UnscoredInsufficient · 0
$2,497189,684 mi

Independence, MO

2015 Nissan Versa Note S Plus

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

2015 Nissan Versa Note S Plus

Independence, MO

UnscoredInsufficient · 0
$2,500146,159 mi

Independence, MO

2003 Chevrolet TrailBlazer LTZ

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

2003 Chevrolet TrailBlazer LTZ

Independence, MO

UnscoredInsufficient · 0
$2,750201,500 mi

Independence, MO

1998 Ford Mustang GT

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

1998 Ford Mustang GT

Independence, MO

UnscoredInsufficient · 0
$2,950Mileage not verified

Independence, MO

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Independence, MO

Unscored
$2,995176,907 mi

Comparison: 15 similar vehicles

Independence, MO

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Independence, MO

Unscored
$2,995245,823 mi

Comparison: 11 similar vehicles

Independence, MO

1997 Ford Explorer XLT

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

1997 Ford Explorer XLT

Independence, MO

UnscoredInsufficient · 0
$2,995170,490 mi

Independence, MO

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Independence, MO

Unscored
$3,000200,430 mi

Comparison: 25 similar vehicles

Independence, MO

2002 Chevrolet Impala Base

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

2002 Chevrolet Impala Base

Independence, MO

UnscoredInsufficient · 0
$3,250218,617 mi

Independence, MO

2004 Buick LeSabre Limited

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

2004 Buick LeSabre Limited

Independence, MO

UnscoredInsufficient · 0
$3,450180,500 mi

Independence, MO

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

Independence, MO

Unscored
$3,495186,316 mi

Comparison: 6 similar vehicles

Independence, MO

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Independence, MO

UnscoredInsufficient · 0
$3,497306,973 mi

Independence, MO

2013 Chevrolet Captiva Sport LT

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

2013 Chevrolet Captiva Sport LT

Independence, MO

UnscoredInsufficient · 0
$3,500163,798 mi

Independence, MO

2009 Nissan Altima S

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

2009 Nissan Altima S

Independence, MO

Unscored
$3,500217,648 mi

Comparison: 5 similar vehicles

Independence, MO

2008 Chevrolet TrailBlazer

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

2008 Chevrolet TrailBlazer

Independence, MO

UnscoredInsufficient · 0
$3,500216,779 mi

Independence, MO

2006 Pontiac Grand Prix GP

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

2006 Pontiac Grand Prix GP

Independence, MO

UnscoredInsufficient · 0
$3,500155,785 mi

Independence, MO

2003 Jeep Liberty LIMITED

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

2003 Jeep Liberty LIMITED

Independence, MO

Unscored
$3,650179,212 mi

Comparison: 5 similar vehicles

Independence, MO

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Independence, MO

UnscoredInsufficient · 3
$3,795178,625 mi

Comparison: 3 similar vehicles

Independence, MO

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Independence, MO

Unscored
$3,799146,936 mi

Comparison: 12 similar vehicles

Independence, MO

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Independence, MO

Unscored
$3,950230,612 mi

Comparison: 24 similar vehicles

Independence, MO

2011 Nissan Altima S

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

2011 Nissan Altima S

Independence, MO

Unscored
$3,950192,576 mi

Comparison: 9 similar vehicles

Independence, MO

2009 Nissan Quest S

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

2009 Nissan Quest S

Independence, MO

UnscoredInsufficient · 0
$3,950173,712 mi

Independence, MO

2005 Ford Explorer Limited

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

2005 Ford Explorer Limited

Independence, MO

UnscoredInsufficient · 0
$3,950204,118 mi

Independence, MO

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Independence, MO

UnscoredInsufficient · 3
$3,995213,506 mi

Comparison: 3 similar vehicles

Independence, MO

2014 Ford Escape S

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

2014 Ford Escape S

Independence, MO

UnscoredInsufficient · 3
$3,995147,603 mi

Comparison: 3 similar vehicles

Independence, MO

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Independence, MO

Unscored
$3,995201,255 mi

Comparison: 10 similar vehicles

Independence, MO

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Independence, MO

Unscored
$3,995217,833 mi

Comparison: 12 similar vehicles

Independence, MO

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Independence, MO

Unscored
$3,995149,170 mi

Comparison: 5 similar vehicles

Independence, MO

2010 GMC Yukon XL SLT1

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

2010 GMC Yukon XL SLT1

Independence, MO

UnscoredInsufficient · 0
$3,995242,535 mi

Independence, MO

2008 Ford Fusion S

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

2008 Ford Fusion S

Independence, MO

UnscoredInsufficient · 0
$3,995173,595 mi

Independence, MO

2007 Nissan Xterra S

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

2007 Nissan Xterra S

Independence, MO

UnscoredInsufficient · 0
$3,995200,436 mi

Independence, MO

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Independence, MO

Unscored
$3,999151,281 mi

Comparison: 11 similar vehicles

Independence, MO

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Independence, MO

Unscored
$3,999155,652 mi

Comparison: 5 similar vehicles

Independence, MO

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Independence, MO

UnscoredInsufficient · 0
$4,000166,330 mi

Independence, MO

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Independence, MO

UnscoredInsufficient · 0
$4,350195,648 mi

Independence, MO

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Independence, MO

Unscored
$4,400138,484 mi

Comparison: 5 similar vehicles

Independence, MO

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Independence, MO

UnscoredInsufficient · 0
$4,450139,579 mi

Independence, MO

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Independence, MO

UnscoredInsufficient · 0
$4,487295,551 mi

Independence, MO

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Independence, MO

UnscoredInsufficient · 3
$4,500150,000 mi

Comparison: 3 similar vehicles

Independence, MO

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Independence, MO

Unscored
$4,500146,029 mi

Comparison: 9 similar vehicles

Independence, MO

2013 Ford Escape SE

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

2013 Ford Escape SE

Independence, MO

Unscored
$4,500150,021 mi

Comparison: 17 similar vehicles

Independence, MO

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Independence, MO

UnscoredInsufficient · 3
$4,500211,459 mi

Comparison: 3 similar vehicles

Independence, MO

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Independence, MO

UnscoredInsufficient · 0
$4,500282,865 mi

Independence, MO

2004 Volvo S60 2.5T

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

2004 Volvo S60 2.5T

Independence, MO

UnscoredInsufficient · 0
$4,750165,664 mi

Independence, MO

2016 Ford Escape SE

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

2016 Ford Escape SE

Independence, MO

Great DealLimited · 19
$4,800109,534 mi

Market: $5,900 – $12,214

Comparison: 19 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 74 days listed (based on current market benchmarks)

Independence, MO

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Independence, MO

UnscoredInsufficient · 3
$4,950206,456 mi

Comparison: 3 similar vehicles

Independence, MO

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Independence, MO

Unscored
$4,950179,205 mi

Comparison: 5 similar vehicles

Independence, MO

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Independence, MO

UnscoredInsufficient · 0
$4,950151,406 mi

Independence, MO

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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