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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 9, 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

3,823 listings found

2005 Dodge Grand Caravan SXT

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

2005 Dodge Grand Caravan SXT

Halstead, KS

UnscoredInsufficient · 0
$1,995302,000 mi

Halstead, KS

2006 Pontiac G6 Base

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

2006 Pontiac G6 Base

Junction City, KS

UnscoredInsufficient · 3
$2,950150,896 mi

Comparison: 3 similar vehicles

Junction City, KS

2003 Lincoln Town Car Cartier

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

2003 Lincoln Town Car Cartier

McPherson, KS

UnscoredInsufficient · 0
$2,995244,907 mi

McPherson, KS

2002 GMC Envoy SLE

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

2002 GMC Envoy SLE

Junction City, KS

Unscored
$3,250248,987 mi

Comparison: 5 similar vehicles

Junction City, KS

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Junction City, KS

Unscored
$3,450220,633 mi

Comparison: 7 similar vehicles

Junction City, KS

2008 Mazda MAZDA6 i Sport

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

2008 Mazda MAZDA6 i Sport

McPherson, KS

UnscoredInsufficient · 0
$3,489206,738 mi

McPherson, KS

2003 Chrysler PT Cruiser Base

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

2003 Chrysler PT Cruiser Base

Hillsboro, KS

UnscoredInsufficient · 0
$3,800126,074 mi

Hillsboro, KS

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Junction City, KS

Unscored
$3,950175,935 mi

Comparison: 6 similar vehicles

Junction City, KS

2012 Volkswagen Jetta SportWagen TDI

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

2012 Volkswagen Jetta SportWagen TDI

Junction City, KS

UnscoredInsufficient · 0
$3,950232,098 mi

Junction City, KS

2007 Nissan Altima SE

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

2007 Nissan Altima SE

McPherson, KS

UnscoredInsufficient · 0
$3,980179,827 mi

McPherson, KS

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Salina, KS

Unscored
$3,995272,691 mi

Comparison: 10 similar vehicles

Salina, KS

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

McPherson, KS

UnscoredInsufficient · 4
$3,995284,893 mi

Comparison: 4 similar vehicles

McPherson, KS

2008 INFINITI G 35 Journey

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

2008 INFINITI G 35 Journey

Junction City, KS

UnscoredInsufficient · 0
$4,450134,089 mi

Junction City, KS

2007 Cadillac STS V8

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

2007 Cadillac STS V8

Junction City, KS

UnscoredInsufficient · 0
$4,450109,594 mi

Junction City, KS

2007 Lincoln Navigator

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

2007 Lincoln Navigator

Salina, KS

UnscoredInsufficient · 0
$4,500195,080 mi

Salina, KS

2011 Subaru Outback 2.5i

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

2011 Subaru Outback 2.5i

Salina, KS

UnscoredInsufficient · 0
$4,785201,432 mi

Salina, KS

2011 Dodge Grand Caravan Express

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

2011 Dodge Grand Caravan Express

Halstead, KS

UnscoredInsufficient · 3
$4,800187,000 mi

Comparison: 3 similar vehicles

Halstead, KS

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Halstead, KS

Unscored
$4,900160,180 mi

Comparison: 7 similar vehicles

Halstead, KS

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Junction City, KS

Unscored
$4,950143,951 mi

Comparison: 30 similar vehicles

Junction City, KS

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Junction City, KS

Fair PriceLimited · 13
$4,950111,219 mi

Market: $5,000 – $10,499

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 25 days listed (based on current market benchmarks)

Junction City, KS

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Junction City, KS

Unscored
$4,950185,859 mi

Comparison: 6 similar vehicles

Junction City, KS

1997 Chevrolet Astro BASE

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

1997 Chevrolet Astro BASE

Junction City, KS

UnscoredInsufficient · 0
$4,950144,367 mi

Junction City, KS

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Junction City, KS

Unscored
$4,995182,149 mi

Comparison: 8 similar vehicles

Junction City, KS

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Junction City, KS

UnscoredInsufficient · 0
$4,995241,009 mi

Junction City, KS

No Photo

2008 Ford Fusion SE

Junction City, KS

UnscoredInsufficient · 3
$4,99583,665 mi

Comparison: 3 similar vehicles

Junction City, KS

2007 Scion tC Spec Package

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

2007 Scion tC Spec Package

Salina, KS

UnscoredInsufficient · 0
$4,995197,070 mi

Salina, KS

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Junction City, KS

UnscoredInsufficient · 3
$4,995194,512 mi

Comparison: 3 similar vehicles

Junction City, KS

2003 Mercury Grand Marquis LS

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

2003 Mercury Grand Marquis LS

Junction City, KS

UnscoredInsufficient · 0
$4,995167,195 mi

Junction City, KS

2013 Ford Escape SE

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

2013 Ford Escape SE

Junction City, KS

Unscored
$5,159203,273 mi

Comparison: 37 similar vehicles

Junction City, KS

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Halstead, KS

Fair PriceLimited · 16
$5,200112,000 mi

Market: $4,500 – $18,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 510 days listed (based on current market benchmarks)

Halstead, KS

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Junction City, KS

Unscored
$5,349272,216 mi

Comparison: 6 similar vehicles

Junction City, KS

1991 Ford F-250

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

1991 Ford F-250

Salina, KS

UnscoredInsufficient · 0
$5,495114,034 mi

Salina, KS

2014 Toyota Camry XLE

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

2014 Toyota Camry XLE

Halstead, KS

Unscored
$5,500301,000 mi

Comparison: 20 similar vehicles

Halstead, KS

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Halstead, KS

Unscored
$5,500193,919 mi

Comparison: 15 similar vehicles

Halstead, KS

2007 Honda Civic LX

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

2007 Honda Civic LX

Salina, KS

Unscored
$5,695179,680 mi

Comparison: 5 similar vehicles

Salina, KS

2005 Kia Sedona LX

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

2005 Kia Sedona LX

Junction City, KS

UnscoredInsufficient · 0
$5,81972,819 mi

Junction City, KS

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Halstead, KS

Unscored
$5,900172,520 mi

Comparison: 41 similar vehicles

Halstead, KS

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Junction City, KS

Unscored
$5,950170,646 mi

Comparison: 10 similar vehicles

Junction City, KS

2003 Ford Ranger Tremor

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

2003 Ford Ranger Tremor

Junction City, KS

UnscoredInsufficient · 0
$5,995178,799 mi

Junction City, KS

1997 Ford F-150

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

1997 Ford F-150

Salina, KS

UnscoredInsufficient · 0
$5,995Mileage not verified

Salina, KS

1995 GMC Suburban

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

1995 GMC Suburban

Junction City, KS

UnscoredInsufficient · 0
$5,995152,097 mi

Junction City, KS

2010 GMC Acadia SLT2

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

2010 GMC Acadia SLT2

Newton, KS

UnscoredInsufficient · 0
$6,495141,000 mi

Newton, KS

2008 Toyota Highlander Limited

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

2008 Toyota Highlander Limited

Salina, KS

UnscoredInsufficient · 3
$6,795209,877 mi

Comparison: 3 similar vehicles

Salina, KS

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Halstead, KS

UnscoredInsufficient · 3
$6,900225,000 mi

Comparison: 3 similar vehicles

Halstead, KS

2020 Nissan Kicks S

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

2020 Nissan Kicks S

Junction City, KS

UnscoredInsufficient · 0
$6,950125,423 mi

Junction City, KS

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Junction City, KS

Unscored
$6,950169,004 mi

Comparison: 29 similar vehicles

Junction City, KS

2014 Ford Focus SE

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

2014 Ford Focus SE

Junction City, KS

Unscored
$6,95078,047 mi

Comparison: 7 similar vehicles

Junction City, KS

2013 Chevrolet Cruze 2LT

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

2013 Chevrolet Cruze 2LT

Abilene, KS

UnscoredInsufficient · 3
$6,950141,276 mi

Comparison: 3 similar vehicles

Abilene, KS

2012 Lexus RX 350

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

2012 Lexus RX 350

Junction City, KS

Unscored
$6,950251,053 mi

Comparison: 10 similar vehicles

Junction City, KS

2011 Ford F-350 Super Duty Lariat

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

2011 Ford F-350 Super Duty Lariat

Junction City, KS

UnscoredInsufficient · 0
$6,950376,369 mi

Junction City, KS

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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