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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

1,518 listings found

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Emporia, KS

UnscoredInsufficient · 0
$3,450211,263 mi

Emporia, KS

1997 Dodge Ram Pickup ST

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

1997 Dodge Ram Pickup ST

Chanute, KS

UnscoredInsufficient · 0
$3,745380,851 mi

Chanute, KS

2011 Ford Fiesta S

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

2011 Ford Fiesta S

Emporia, KS

UnscoredInsufficient · 0
$3,950137,647 mi

Emporia, KS

2008 Honda Civic LX

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

2008 Honda Civic LX

Emporia, KS

UnscoredInsufficient · 3
$3,950161,696 mi

Comparison: 3 similar vehicles

Emporia, KS

1999 Dodge Grand Caravan SE

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

1999 Dodge Grand Caravan SE

Lyndon, KS

UnscoredInsufficient · 0
$3,98895,576 mi

Lyndon, KS

2001 Lincoln Town Car Executive

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

2001 Lincoln Town Car Executive

Emporia, KS

UnscoredInsufficient · 0
$3,995194,875 mi

Emporia, KS

1999 Chrysler 300M Base

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

1999 Chrysler 300M Base

Lyndon, KS

UnscoredInsufficient · 0
$4,288144,793 mi

Lyndon, KS

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Emporia, KS

Unscored
$4,350210,373 mi

Comparison: 6 similar vehicles

Emporia, KS

2007 Ford Five Hundred SEL

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

2007 Ford Five Hundred SEL

Lyndon, KS

UnscoredInsufficient · 3
$4,450183,312 mi

Comparison: 3 similar vehicles

Lyndon, KS

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

Lyndon, KS

UnscoredInsufficient · 3
$4,450176,806 mi

Comparison: 3 similar vehicles

Lyndon, KS

2003 Saturn L-Series L200

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

2003 Saturn L-Series L200

Lyndon, KS

UnscoredInsufficient · 0
$4,450133,222 mi

Lyndon, KS

2006 Buick LaCrosse CXS

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

2006 Buick LaCrosse CXS

Lyndon, KS

UnscoredInsufficient · 0
$4,488167,504 mi

Lyndon, KS

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Lyndon, KS

Unscored
$4,495118,282 mi

Comparison: 6 similar vehicles

Lyndon, KS

2014 Nissan LEAF SV

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

2014 Nissan LEAF SV

Ottawa, KS

UnscoredInsufficient · 0
$4,59753,435 mi

Ottawa, KS

2008 Ford Taurus X Limited

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

2008 Ford Taurus X Limited

Chanute, KS

UnscoredInsufficient · 0
$4,749Mileage not verified

Chanute, KS

2014 Honda Civic LX

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

2014 Honda Civic LX

Emporia, KS

Unscored
$4,950239,258 mi

Comparison: 12 similar vehicles

Emporia, KS

No Photo

2013 Dodge Journey SXT

Emporia, KS

Unscored
$4,950171,252 mi

Comparison: 11 similar vehicles

Emporia, KS

2015 Nissan LEAF SV

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

2015 Nissan LEAF SV

Ottawa, KS

UnscoredInsufficient · 0
$4,97958,903 mi

Ottawa, KS

2005 Chevrolet Tahoe

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

2005 Chevrolet Tahoe

Lyndon, KS

UnscoredInsufficient · 0
$4,980180,934 mi

Lyndon, KS

2006 Ford Econoline

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

2006 Ford Econoline

Lyndon, KS

UnscoredInsufficient · 0
$4,988Mileage not verified

Lyndon, KS

2004 Buick LeSabre Limited

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

2004 Buick LeSabre Limited

Lyndon, KS

UnscoredInsufficient · 0
$4,988145,048 mi

Lyndon, KS

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Lyndon, KS

Unscored
$4,995211,968 mi

Comparison: 6 similar vehicles

Lyndon, KS

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Emporia, KS

Unscored
$4,995178,324 mi

Comparison: 16 similar vehicles

Emporia, KS

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Emporia, KS

UnscoredInsufficient · 4
$4,995135,451 mi

Comparison: 4 similar vehicles

Emporia, KS

1998 Ford F-150 XLT

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

1998 Ford F-150 XLT

Emporia, KS

UnscoredInsufficient · 0
$5,250121,215 mi

Emporia, KS

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Lyndon, KS

UnscoredInsufficient · 4
$5,450201,731 mi

Comparison: 4 similar vehicles

Lyndon, KS

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Lyndon, KS

Unscored
$5,450131,096 mi

Comparison: 7 similar vehicles

Lyndon, KS

2003 INFINITI G35 Base

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

2003 INFINITI G35 Base

Lyndon, KS

UnscoredInsufficient · 0
$5,450150,815 mi

Lyndon, KS

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Lyndon, KS

UnscoredInsufficient · 0
$5,450141,756 mi

Lyndon, KS

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Emporia, KS

Unscored
$5,488127,814 mi

Comparison: 11 similar vehicles

Emporia, KS

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Lyndon, KS

Unscored
$5,495135,664 mi

Comparison: 12 similar vehicles

Lyndon, KS

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Emporia, KS

Unscored
$5,700184,611 mi

Comparison: 12 similar vehicles

Emporia, KS

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Emporia, KS

Unscored
$5,700226,250 mi

Comparison: 6 similar vehicles

Emporia, KS

2014 Ford Focus SE

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

2014 Ford Focus SE

Lyndon, KS

Unscored
$5,750137,313 mi

Comparison: 6 similar vehicles

Lyndon, KS

2012 Nissan Sentra

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

2012 Nissan Sentra

Emporia, KS

UnscoredInsufficient · 0
$5,850149,629 mi

Emporia, KS

2016 Chrysler 300 Limited

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

2016 Chrysler 300 Limited

Emporia, KS

Unscored
$5,900245,263 mi

Comparison: 6 similar vehicles

Emporia, KS

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Emporia, KS

UnscoredInsufficient · 4
$5,900219,511 mi

Comparison: 4 similar vehicles

Emporia, KS

No Photo

2011 Nissan Sentra SR

Emporia, KS

UnscoredInsufficient · 0
$5,900139,174 mi

Emporia, KS

2004 Ford F-350 SD Chassis Cab XL

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

2004 Ford F-350 SD Chassis Cab XL

Lyndon, KS

UnscoredInsufficient · 0
$5,90093,911 mi

Lyndon, KS

No Photo

2013 Dodge Durango Citadel

Emporia, KS

Unscored
$5,950231,683 mi

Comparison: 14 similar vehicles

Emporia, KS

2011 Ford E-Series Econoline Wagon XLT

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

2011 Ford E-Series Econoline Wagon XLT

Emporia, KS

UnscoredInsufficient · 0
$5,950239,654 mi

Emporia, KS

2015 Kia Optima EX

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

2015 Kia Optima EX

Lyndon, KS

Fair PriceLimited · 17
$5,980100,727 mi

Market: $5,500 – $12,798

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Lyndon, 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

Lyndon, KS

Unscored
$5,980176,506 mi

Comparison: 7 similar vehicles

Lyndon, KS

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Lyndon, KS

Unscored
$5,980137,610 mi

Comparison: 7 similar vehicles

Lyndon, KS

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Lyndon, KS

UnscoredInsufficient · 0
$5,980155,145 mi

Lyndon, KS

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Lyndon, KS

Unscored
$5,980327,417 mi

Comparison: 5 similar vehicles

Lyndon, KS

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Lyndon, KS

UnscoredInsufficient · 0
$5,980227,466 mi

Lyndon, KS

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

Emporia, KS

UnscoredInsufficient · 0
$5,995193,754 mi

Emporia, KS

1981 Dodge D series

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

1981 Dodge D series

Emporia, KS

UnscoredInsufficient · 0
$5,99555,201 mi

Emporia, KS

2007 Ford F-250 Super Duty XLT

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

2007 Ford F-250 Super Duty XLT

Chanute, KS

UnscoredInsufficient · 0
$6,237239,676 mi

Chanute, 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.
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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