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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 7, 2026

7.1M+

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

1,315 listings found

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Garden City, KS

UnscoredInsufficient · 0
$4,200176,000 mi

Garden City, KS

2011 Chevrolet Aveo 2LT

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

2011 Chevrolet Aveo 2LT

Ulysses, KS

UnscoredInsufficient · 0
$5,50095,872 mi

Ulysses, KS

2007 Nissan Xterra X

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

2007 Nissan Xterra X

Ulysses, KS

UnscoredInsufficient · 0
$5,500144,240 mi

Ulysses, KS

2014 MINI Cooper S

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

2014 MINI Cooper S

Garden City, KS

UnscoredInsufficient · 0
$5,600152,832 mi

Garden City, KS

2007 Chevrolet Suburban LS

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

2007 Chevrolet Suburban LS

Liberal, KS

UnscoredInsufficient · 0
$6,000303,399 mi

Liberal, KS

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Ulysses, KS

UnscoredInsufficient · 0
$6,500120,167 mi

Ulysses, KS

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Liberal, KS

UnscoredInsufficient · 0
$6,500229,371 mi

Liberal, KS

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Garden City, KS

UnscoredInsufficient · 0
$6,599173,786 mi

Garden City, KS

2019 Chevrolet Spark LS

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

2019 Chevrolet Spark LS

Copeland, KS

UnscoredInsufficient · 0
$6,700100,615 mi

Copeland, KS

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Hugoton, KS

UnscoredInsufficient · 0
$6,795158,685 mi

Hugoton, KS

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Garden City, KS

UnscoredInsufficient · 0
$6,994190,155 mi

Garden City, KS

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Garden City, KS

UnscoredInsufficient · 0
$6,999173,637 mi

Garden City, KS

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Garden City, KS

UnscoredInsufficient · 4
$6,999184,698 mi

Comparison: 4 similar vehicles

Garden City, KS

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Liberal, KS

UnscoredInsufficient · 4
$7,000208,435 mi

Comparison: 4 similar vehicles

Liberal, KS

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Rolla, KS

UnscoredInsufficient · 0
$7,150104,391 mi

Rolla, KS

2014 Scion iQ 10 Series

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

2014 Scion iQ 10 Series

Garden City, KS

UnscoredInsufficient · 0
$7,495134,442 mi

Garden City, KS

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Liberal, KS

UnscoredInsufficient · 0
$7,500193,488 mi

Liberal, KS

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Rolla, KS

Unscored
$7,650168,626 mi

Comparison: 10 similar vehicles

Rolla, KS

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Garden City, KS

UnscoredInsufficient · 0
$7,995102,991 mi

Garden City, KS

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Garden City, KS

UnscoredInsufficient · 0
$7,995120,641 mi

Garden City, KS

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Garden City, KS

UnscoredInsufficient · 3
$7,995131,277 mi

Comparison: 3 similar vehicles

Garden City, KS

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Garden City, KS

UnscoredInsufficient · 0
$7,999131,300 mi

Garden City, KS

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Garden City, KS

UnscoredInsufficient · 0
$7,999232,355 mi

Garden City, KS

2011 BMW 5 Series 535i

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

2011 BMW 5 Series 535i

Garden City, KS

UnscoredInsufficient · 0
$7,999124,757 mi

Garden City, KS

2008 BMW X5 4.8i

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

2008 BMW X5 4.8i

Garden City, KS

UnscoredInsufficient · 0
$7,999Mileage not verified

Garden City, KS

2017 Hyundai Santa Fe Sport 2.0T

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

2017 Hyundai Santa Fe Sport 2.0T

Garden City, KS

UnscoredInsufficient · 0
$8,495165,636 mi

Garden City, KS

2016 Kia Forte LX

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

2016 Kia Forte LX

Garden City, KS

UnscoredInsufficient · 0
$8,495124,377 mi

Garden City, KS

2018 Mitsubishi Outlander LE

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

2018 Mitsubishi Outlander LE

Ulysses, KS

UnscoredInsufficient · 0
$8,500141,527 mi

Ulysses, KS

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Ulysses, KS

UnscoredInsufficient · 4
$8,500109,607 mi

Comparison: 4 similar vehicles

Ulysses, KS

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Ulysses, KS

UnscoredInsufficient · 0
$8,500130,455 mi

Ulysses, KS

2013 Dodge Charger R/T

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

2013 Dodge Charger R/T

Rolla, KS

UnscoredInsufficient · 0
$8,650171,411 mi

Rolla, KS

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Ulysses, KS

UnscoredInsufficient · 0
$8,900112,032 mi

Ulysses, KS

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Garden City, KS

UnscoredInsufficient · 0
$8,900129,000 mi

Garden City, KS

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Ulysses, KS

UnscoredInsufficient · 3
$8,900150,243 mi

Comparison: 3 similar vehicles

Ulysses, KS

2017 Jeep Compass Latitude

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

2017 Jeep Compass Latitude

Garden City, KS

UnscoredInsufficient · 0
$8,980151,140 mi

Garden City, KS

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Ulysses, KS

UnscoredInsufficient · 0
$8,989112,116 mi

Ulysses, KS

2006 Chevrolet Colorado LT

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

2006 Chevrolet Colorado LT

Ulysses, KS

UnscoredInsufficient · 0
$8,989105,754 mi

Ulysses, KS

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Garden City, KS

UnscoredInsufficient · 4
$8,995156,194 mi

Comparison: 4 similar vehicles

Garden City, KS

2020 Ford Escape SE

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

2020 Ford Escape SE

Garden City, KS

UnscoredInsufficient · 4
$8,999224,072 mi

Comparison: 4 similar vehicles

Garden City, KS

2015 Acura MDX Technology Package

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

2015 Acura MDX Technology Package

Garden City, KS

UnscoredInsufficient · 0
$8,999217,392 mi

Garden City, KS

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Garden City, KS

UnscoredInsufficient · 0
$8,999204,180 mi

Garden City, KS

2021 Volkswagen Jetta SE

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

2021 Volkswagen Jetta SE

Rolla, KS

UnscoredInsufficient · 0
$9,150132,640 mi

Rolla, KS

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Rolla, KS

Unscored
$9,150136,638 mi

Comparison: 7 similar vehicles

Rolla, KS

2012 Cadillac Escalade Luxury

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

2012 Cadillac Escalade Luxury

Ulysses, KS

UnscoredInsufficient · 0
$9,499146,774 mi

Ulysses, KS

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Liberal, KS

Unscored
$9,500190,088 mi

Comparison: 10 similar vehicles

Liberal, KS

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Liberal, KS

UnscoredInsufficient · 0
$9,500161,500 mi

Liberal, KS

2009 Toyota Tacoma Base

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

2009 Toyota Tacoma Base

Garden City, KS

UnscoredInsufficient · 0
$9,500125,098 mi

Garden City, KS

2018 Chevrolet Silverado 1500 Work Truck 1WT

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

2018 Chevrolet Silverado 1500 Work Truck 1WT

Rolla, KS

UnscoredInsufficient · 0
$9,650139,449 mi

Rolla, KS

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Liberal, KS

UnscoredInsufficient · 0
$9,800310,972 mi

Liberal, KS

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Garden City, KS

UnscoredInsufficient · 4
$9,850103,099 mi

Comparison: 4 similar vehicles

Garden 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 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 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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