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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,934 listings found

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Fort Scott, KS

Unscored
$2,500246,686 mi

Comparison: 5 similar vehicles

Fort Scott, KS

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Frontenac, KS

Unscored
$3,389192,557 mi

Comparison: 6 similar vehicles

Frontenac, KS

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Fort Scott, KS

UnscoredInsufficient · 0
$3,501254,996 mi

Fort Scott, KS

2008 GMC Yukon XL Denali

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

2008 GMC Yukon XL Denali

Fort Scott, KS

Unscored
$3,600191,622 mi

Comparison: 7 similar vehicles

Fort Scott, KS

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Chanute, KS

UnscoredInsufficient · 0
$3,698169,596 mi

Chanute, 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

Columbus, KS

UnscoredInsufficient · 0
$3,745380,851 mi

Columbus, KS

2008 Nissan Altima S

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

2008 Nissan Altima S

Coffeyville, KS

Unscored
$3,995219,771 mi

Comparison: 12 similar vehicles

Coffeyville, KS

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Coffeyville, KS

Unscored
$4,388201,648 mi

Comparison: 5 similar vehicles

Coffeyville, KS

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Frontenac, KS

Salvage title
$4,398202,988 mi

Frontenac, KS

2010 Chevrolet Express G3500

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

2010 Chevrolet Express G3500

Fort Scott, KS

UnscoredInsufficient · 0
$4,501189,970 mi

Fort Scott, 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

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Pittsburg, KS

UnscoredInsufficient · 4
$4,900228,022 mi

Comparison: 4 similar vehicles

Pittsburg, KS

2006 Hyundai Santa Fe GL

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

2006 Hyundai Santa Fe GL

Independence, KS

UnscoredInsufficient · 0
$4,990208,000 mi

Independence, KS

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Coffeyville, KS

Unscored
$4,995206,097 mi

Comparison: 14 similar vehicles

Coffeyville, KS

2014 Ford Fusion SE Hybrid

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

2014 Ford Fusion SE Hybrid

Pittsburg, KS

UnscoredInsufficient · 0
$5,286188,500 mi

Pittsburg, KS

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Coffeyville, KS

Unscored
$5,388235,255 mi

Comparison: 6 similar vehicles

Coffeyville, KS

2007 Toyota Camry XLE

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

2007 Toyota Camry XLE

Coffeyville, KS

Unscored
$5,388242,542 mi

Comparison: 9 similar vehicles

Coffeyville, KS

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Coffeyville, KS

Unscored
$5,495244,910 mi

Comparison: 63 similar vehicles

Coffeyville, KS

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Independence, KS

Unscored
$5,495171,387 mi

Comparison: 12 similar vehicles

Independence, KS

2004 GMC Yukon XL SLE

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

2004 GMC Yukon XL SLE

Fort Scott, KS

UnscoredInsufficient · 0
$5,495206,247 mi

Fort Scott, KS

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Independence, KS

Unscored
$5,500137,510 mi

Comparison: 27 similar vehicles

Independence, KS

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Coffeyville, KS

Unscored
$5,688188,222 mi

Comparison: 13 similar vehicles

Coffeyville, KS

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Coffeyville, KS

Unscored
$5,995178,245 mi

Comparison: 14 similar vehicles

Coffeyville, KS

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Coffeyville, KS

UnscoredInsufficient · 0
$5,995143,842 mi

Coffeyville, KS

2013 Chevrolet Captiva Sport 2LS

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

2013 Chevrolet Captiva Sport 2LS

Fort Scott, KS

UnscoredInsufficient · 0
$5,995184,928 mi

Fort Scott, KS

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Coffeyville, KS

Unscored
$5,995140,120 mi

Comparison: 16 similar vehicles

Coffeyville, 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

2009 Ford Taurus Limited

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

2009 Ford Taurus Limited

Chanute, KS

UnscoredInsufficient · 0
$6,244Mileage not verified

Chanute, KS

2006 Ford Freestyle SEL

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

2006 Ford Freestyle SEL

Chanute, KS

UnscoredInsufficient · 0
$6,244Mileage not verified

Chanute, KS

2016 Ford Escape SE

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

2016 Ford Escape SE

Coffeyville, KS

Unscored
$6,388153,116 mi

Comparison: 39 similar vehicles

Coffeyville, KS

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Coffeyville, KS

Unscored
$6,388145,201 mi

Comparison: 49 similar vehicles

Coffeyville, KS

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Columbus, KS

Unscored
$6,394138,295 mi

Comparison: 23 similar vehicles

Columbus, KS

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Coffeyville, KS

UnscoredInsufficient · 4
$6,488163,008 mi

Comparison: 4 similar vehicles

Coffeyville, KS

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Independence, KS

Unscored
$6,700141,745 mi

Comparison: 15 similar vehicles

Independence, KS

2017 Dodge Journey Crossroad

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

2017 Dodge Journey Crossroad

Chanute, KS

UnscoredInsufficient · 4
$6,734Mileage not verified

Comparison: 4 similar vehicles

Chanute, KS

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Independence, KS

Unscored
$6,800104,826 mi

Comparison: 6 similar vehicles

Independence, KS

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Coffeyville, KS

Unscored
$6,850181,986 mi

Comparison: 6 similar vehicles

Coffeyville, KS

2017 Toyota Corolla LE

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

2017 Toyota Corolla LE

Fort Scott, KS

Unscored
$6,900224,988 mi

Comparison: 25 similar vehicles

Fort Scott, KS

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Coffeyville, KS

Unscored
$6,988147,239 mi

Comparison: 11 similar vehicles

Coffeyville, KS

2016 Ford Focus SE

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

2016 Ford Focus SE

Fort Scott, KS

Unscored
$6,995153,022 mi

Comparison: 43 similar vehicles

Fort Scott, KS

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Fort Scott, KS

Unscored
$6,995209,734 mi

Comparison: 8 similar vehicles

Fort Scott, KS

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Coffeyville, KS

Unscored
$6,995141,006 mi

Comparison: 45 similar vehicles

Coffeyville, KS

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Fort Scott, KS

Unscored
$6,995163,588 mi

Comparison: 17 similar vehicles

Fort Scott, KS

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Coffeyville, KS

Unscored
$6,995158,521 mi

Comparison: 18 similar vehicles

Coffeyville, KS

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Coffeyville, KS

Unscored
$6,995154,208 mi

Comparison: 12 similar vehicles

Coffeyville, KS

2011 Buick LaCrosse CXL

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

2011 Buick LaCrosse CXL

Fort Scott, KS

UnscoredInsufficient · 3
$6,995183,911 mi

Comparison: 3 similar vehicles

Fort Scott, KS

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Frontenac, KS

Unscored
$6,995165,667 mi

Comparison: 12 similar vehicles

Frontenac, KS

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Independence, KS

Unscored
$6,995209,351 mi

Comparison: 8 similar vehicles

Independence, KS

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Fort Scott, KS

Unscored
$6,995217,286 mi

Comparison: 6 similar vehicles

Fort Scott, KS

2002 Dodge Dakota Base

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

2002 Dodge Dakota Base

Parsons, KS

UnscoredInsufficient · 0
$7,199169,313 mi

Parsons, 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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