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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

7,382 listings found

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Haysville, KS

UnscoredLimited · 18
$2,700152,025 mi

Comparison: 18 similar vehicles

Haysville, KS

2003 Dodge Durango SPORT

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

2003 Dodge Durango SPORT

Wichita, KS

UnscoredInsufficient · 0
$2,990200,006 mi

Wichita, KS

2016 Ford Escape SE

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

2016 Ford Escape SE

Wichita, KS

UnscoredModerate · 24
$3,139217,050 mi

Comparison: 24 similar vehicles

Wichita, KS

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Wichita, KS

UnscoredInsufficient · 0
$3,199207,412 mi

Wichita, KS

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Wichita, KS

UnscoredInsufficient · 0
$3,300177,724 mi

Wichita, KS

2003 Nissan Pathfinder LE

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

2003 Nissan Pathfinder LE

Wichita, KS

UnscoredInsufficient · 0
$3,400200,100 mi

Wichita, KS

2008 Acura RDX Base

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

2008 Acura RDX Base

Wichita, KS

UnscoredInsufficient · 0
$3,500225,084 mi

Wichita, KS

1999 Dodge Durango Base

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

1999 Dodge Durango Base

Wichita, KS

UnscoredInsufficient · 0
$3,500176,000 mi

Wichita, KS

2010 Chevrolet Traverse LS

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

2010 Chevrolet Traverse LS

Wichita, KS

UnscoredInsufficient · 0
$3,800Mileage not verified

Wichita, KS

2012 Hyundai Tucson GLS

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

2012 Hyundai Tucson GLS

Ponca City, OK

UnscoredInsufficient · 0
$3,900187,619 mi

Ponca City, OK

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Wichita, KS

UnscoredInsufficient · 0
$4,000200,070 mi

Wichita, KS

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Wichita, KS

UnscoredInsufficient · 0
$4,000173,972 mi

Wichita, KS

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Wichita, KS

UnscoredInsufficient · 3
$4,000153,000 mi

Comparison: 3 similar vehicles

Wichita, KS

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Wichita, KS

UnscoredInsufficient · 0
$4,000148,082 mi

Wichita, KS

1999 Chevrolet Blazer Base

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

1999 Chevrolet Blazer Base

Wichita, KS

UnscoredInsufficient · 0
$4,000127,937 mi

Wichita, KS

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Wichita, KS

UnscoredInsufficient · 4
$4,200221,042 mi

Comparison: 4 similar vehicles

Wichita, KS

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Wichita, KS

UnscoredInsufficient · 0
$4,288183,468 mi

Wichita, KS

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Wichita, KS

UnscoredInsufficient · 0
$4,288138,701 mi

Wichita, KS

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Wichita, KS

UnscoredLimited · 16
$4,400226,077 mi

Comparison: 16 similar vehicles

Wichita, KS

2005 Ford Freestyle SEL

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

2005 Ford Freestyle SEL

Wichita, KS

UnscoredInsufficient · 0
$4,499140,863 mi

Wichita, KS

2004 Oldsmobile Bravada Base

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

2004 Oldsmobile Bravada Base

Wichita, KS

UnscoredInsufficient · 0
$4,499146,155 mi

Wichita, KS

2009 Chevrolet Traverse LS

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

2009 Chevrolet Traverse LS

Wichita, KS

UnscoredInsufficient · 0
$4,500178,168 mi

Wichita, KS

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Derby, KS

UnscoredLimited · 9
$4,599167,855 mi

Comparison: 9 similar vehicles

Derby, KS

2016 Buick Encore Base

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

2016 Buick Encore Base

Wichita, KS

UnscoredLimited · 11
$4,600179,452 mi

Comparison: 11 similar vehicles

Wichita, KS

2009 Cadillac SRX Base

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

2009 Cadillac SRX Base

Augusta, KS

Salvage title
$4,699176,984 mi

Augusta, KS

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Wichita, KS

UnscoredInsufficient · 0
$4,800141,755 mi

Wichita, KS

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Ponca City, OK

UnscoredInsufficient · 3
$4,900130,745 mi

Comparison: 3 similar vehicles

Ponca City, OK

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Wichita, KS

UnscoredLimited · 5
$4,900150,299 mi

Comparison: 5 similar vehicles

Wichita, KS

2004 Honda CR-V EX

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

2004 Honda CR-V EX

Wichita, KS

UnscoredInsufficient · 4
$4,950175,000 mi

Comparison: 4 similar vehicles

Wichita, KS

2015 Buick Enclave Convenience

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

2015 Buick Enclave Convenience

Wichita, KS

UnscoredInsufficient · 3
$4,995241,052 mi

Comparison: 3 similar vehicles

Wichita, KS

2008 Mercury Mariner I4

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

2008 Mercury Mariner I4

Wichita, KS

UnscoredInsufficient · 0
$4,995122,994 mi

Wichita, KS

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Wichita, KS

UnscoredInsufficient · 0
$4,999135,723 mi

Wichita, KS

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Wichita, KS

UnscoredModerate · 29
$5,000174,611 mi

Comparison: 29 similar vehicles

Wichita, KS

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Wichita, KS

UnscoredModerate · 27
$5,200149,051 mi

Comparison: 27 similar vehicles

Wichita, KS

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Wichita, KS

UnscoredLimited · 8
$5,28889,884 mi

Comparison: 8 similar vehicles

Wichita, KS

2010 Chevrolet Equinox LS

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

2010 Chevrolet Equinox LS

Wichita, KS

UnscoredInsufficient · 0
$5,500113,065 mi

Wichita, KS

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Wichita, KS

UnscoredInsufficient · 0
$5,50096,497 mi

Wichita, KS

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Wichita, KS

UnscoredInsufficient · 0
$5,500130,000 mi

Wichita, KS

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

Wichita, KS

UnscoredInsufficient · 0
$5,500167,451 mi

Wichita, KS

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Augusta, KS

UnscoredInsufficient · 4
$5,699323,785 mi

Comparison: 4 similar vehicles

Augusta, KS

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

Augusta, KS

UnscoredModerate · 29
$5,699165,501 mi

Comparison: 29 similar vehicles

Augusta, KS

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Wichita, KS

Salvage title
$5,995121,704 mi

Wichita, KS

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Wichita, KS

UnscoredInsufficient · 4
$5,995196,556 mi

Comparison: 4 similar vehicles

Wichita, KS

2012 Honda Pilot Touring

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

2012 Honda Pilot Touring

Wichita, KS

UnscoredInsufficient · 3
$5,995258,764 mi

Comparison: 3 similar vehicles

Wichita, KS

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Wichita, KS

UnscoredInsufficient · 0
$5,999183,000 mi

Wichita, KS

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Wichita, KS

UnscoredInsufficient · 0
$5,999279,436 mi

Wichita, KS

1998 Jeep Grand Cherokee LIMITED

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

1998 Jeep Grand Cherokee LIMITED

Wichita, KS

UnscoredInsufficient · 0
$5,999164,165 mi

Wichita, KS

2016 Ford Escape SE

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

2016 Ford Escape SE

Wichita, KS

UnscoredModerate · 24
$6,000151,844 mi

Comparison: 24 similar vehicles

Wichita, KS

2014 Chevrolet Tahoe LTZ

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

2014 Chevrolet Tahoe LTZ

Wichita, KS

UnscoredLimited · 5
$6,000Mileage not verified

Comparison: 5 similar vehicles

Wichita, KS

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Augusta, KS

UnscoredModerate · 20
$6,200195,659 mi

Comparison: 20 similar vehicles

Augusta, 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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