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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

335 listings found

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Beloit, KS

Unscored
$4,384183,763 mi

Comparison: 10 similar vehicles

Beloit, KS

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Superior, NE

Unscored
$4,900Mileage not verified

Comparison: 7 similar vehicles

Superior, NE

2004 Dodge Stratus SXT

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

2004 Dodge Stratus SXT

Beloit, KS

UnscoredInsufficient · 0
$5,684141,121 mi

Beloit, KS

2011 Dodge Nitro Detonator

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

2011 Dodge Nitro Detonator

Smith Center, KS

UnscoredInsufficient · 0
$5,900188,383 mi

Smith Center, KS

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Concordia, KS

Unscored
$5,995231,761 mi

Comparison: 22 similar vehicles

Concordia, KS

2013 Chevrolet Traverse LS

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

2013 Chevrolet Traverse LS

Phillipsburg, KS

UnscoredInsufficient · 0
$6,000130,881 mi

Phillipsburg, KS

2008 Ford F-350 Super Duty XL

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

2008 Ford F-350 Super Duty XL

Osborne, KS

Unscored
$6,000196,241 mi

Comparison: 5 similar vehicles

Osborne, KS

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Concordia, KS

Unscored
$6,094159,765 mi

Comparison: 8 similar vehicles

Concordia, KS

2016 RAM Promaster City SLT

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

2016 RAM Promaster City SLT

Beloit, KS

UnscoredInsufficient · 0
$6,836199,550 mi

Beloit, KS

2007 GMC Yukon SLE2

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

2007 GMC Yukon SLE2

Concordia, KS

UnscoredInsufficient · 0
$6,899195,725 mi

Concordia, KS

2013 GMC Yukon SLT

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

2013 GMC Yukon SLT

Downs, KS

UnscoredInsufficient · 0
$6,950210,079 mi

Downs, KS

2004 Ford Excursion XLT

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

2004 Ford Excursion XLT

Glen Elder, KS

Unscored
$6,995343,240 mi

Comparison: 6 similar vehicles

Glen Elder, KS

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Alton, KS

UnscoredInsufficient · 4
$7,500190,000 mi

Comparison: 4 similar vehicles

Alton, KS

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Downs, KS

Unscored
$7,950121,402 mi

Comparison: 14 similar vehicles

Downs, KS

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Downs, KS

Unscored
$7,950213,813 mi

Comparison: 42 similar vehicles

Downs, KS

2017 Ford Escape SE

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

2017 Ford Escape SE

Glen Elder, KS

Fair PriceRobust · 68
$7,995106,681 mi

Market: $4,995 – $15,998

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Glen Elder, KS

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Alton, KS

Unscored
$8,250130,931 mi

Comparison: 9 similar vehicles

Alton, KS

2018 Subaru Forester Base

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

2018 Subaru Forester Base

Alton, KS

UnscoredInsufficient · 0
$8,750157,603 mi

Alton, KS

1994 Chevrolet GMT400

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

1994 Chevrolet GMT400

Downs, KS

UnscoredInsufficient · 0
$8,950210,761 mi

Downs, KS

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Glen Elder, KS

Unscored
$8,995168,143 mi

Comparison: 61 similar vehicles

Glen Elder, 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

Concordia, KS

Unscored
$8,999359,333 mi

Comparison: 28 similar vehicles

Concordia, KS

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Red Cloud, NE

Unscored
$9,880183,443 mi

Comparison: 15 similar vehicles

Red Cloud, NE

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Downs, KS

Unscored
$9,950121,468 mi

Comparison: 55 similar vehicles

Downs, KS

2020 Chrysler Voyager LX

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

2020 Chrysler Voyager LX

Glen Elder, KS

UnscoredInsufficient · 0
$9,995139,454 mi

Glen Elder, KS

2017 Kia Soul +

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

2017 Kia Soul +

Concordia, KS

Unscored
$9,999146,154 mi

Comparison: 8 similar vehicles

Concordia, KS

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Alton, KS

UnscoredInsufficient · 0
$10,500154,549 mi

Alton, KS

1997 Jaguar XK8

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

1997 Jaguar XK8

Osborne, KS

UnscoredInsufficient · 0
$10,90040,039 mi

Osborne, KS

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Osborne, KS

Unscored
$10,995131,557 mi

Comparison: 118 similar vehicles

Osborne, KS

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Concordia, KS

Unscored
$10,995178,086 mi

Comparison: 75 similar vehicles

Concordia, KS

2012 BMW 5 Series 535i

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

2012 BMW 5 Series 535i

Concordia, KS

UnscoredInsufficient · 0
$10,995134,081 mi

Concordia, KS

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Concordia, KS

UnscoredInsufficient · 3
$10,99572,153 mi

Comparison: 3 similar vehicles

Concordia, KS

2005 Ford F-250 Super Duty XLT

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

2005 Ford F-250 Super Duty XLT

Concordia, KS

OverpricedModerate · 24
$10,995134,440 mi

Market: $9,294 – $10,975

Comparison: 24 similar vehicles

Concordia, KS

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Alton, KS

Unscored
$11,250129,412 mi

Comparison: 18 similar vehicles

Alton, KS

2006 Toyota Sienna XLE Limited

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

2006 Toyota Sienna XLE Limited

Downs, KS

UnscoredInsufficient · 0
$11,90070,243 mi

Downs, KS

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Concordia, KS

Unscored
$11,99595,576 mi

Comparison: 5 similar vehicles

Concordia, KS

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Concordia, KS

Unscored
$11,999214,373 mi

Comparison: 7 similar vehicles

Concordia, KS

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Concordia, KS

Unscored
$11,999111,612 mi

Comparison: 6 similar vehicles

Concordia, KS

2020 Buick Envision Essence

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

2020 Buick Envision Essence

Superior, NE

Unscored
$12,900Mileage not verified

Comparison: 80 similar vehicles

Superior, NE

2013 Ford F-250 Super Duty Lariat

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

2013 Ford F-250 Super Duty Lariat

Smith Center, KS

Unscored
$12,900221,907 mi

Comparison: 10 similar vehicles

Smith Center, KS

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Downs, KS

Unscored
$12,950138,120 mi

Comparison: 13 similar vehicles

Downs, KS

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Red Cloud, NE

Unscored
$12,980124,035 mi

Comparison: 8 similar vehicles

Red Cloud, NE

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Glen Elder, KS

Fair PriceModerate · 36
$12,995106,082 mi

Market: $10,900 – $19,999

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Glen Elder, KS

2019 GMC Terrain Denali

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

2019 GMC Terrain Denali

Beloit, KS

Unscored
$13,394162,785 mi

Comparison: 7 similar vehicles

Beloit, KS

2014 RAM 2500 Pickup SLT

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

2014 RAM 2500 Pickup SLT

Beloit, KS

Unscored
$13,484172,333 mi

Comparison: 21 similar vehicles

Beloit, KS

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Downs, KS

Unscored
$13,500147,088 mi

Comparison: 17 similar vehicles

Downs, KS

2017 Jeep Grand Cherokee Altitude

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

2017 Jeep Grand Cherokee Altitude

Beloit, KS

Unscored
$13,521124,774 mi

Comparison: 10 similar vehicles

Beloit, KS

2011 RAM 2500 Pickup ST

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

2011 RAM 2500 Pickup ST

Beloit, KS

UnscoredInsufficient · 4
$13,884242,258 mi

Comparison: 4 similar vehicles

Beloit, KS

2012 Ford F-250 Super Duty XL

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

2012 Ford F-250 Super Duty XL

Red Cloud, NE

UnscoredInsufficient · 0
$13,895130,198 mi

Red Cloud, NE

2007 Chevrolet Silverado 1500 LTZ

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

2007 Chevrolet Silverado 1500 LTZ

Concordia, KS

UnscoredInsufficient · 0
$13,899201,260 mi

Concordia, KS

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Red Cloud, NE

Unscored
$13,980117,632 mi

Comparison: 8 similar vehicles

Red Cloud, NE

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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