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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 6, 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

480 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

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: 6 similar vehicles

Fort Scott, KS

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Fort Scott, KS

Unscored
$4,501229,059 mi

Comparison: 5 similar vehicles

Fort Scott, 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
$4,900189,970 mi

Fort Scott, 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

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

Unscored
$5,995184,928 mi

Comparison: 10 similar vehicles

Fort Scott, 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

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: 58 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: 9 similar vehicles

Fort Scott, KS

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Fort Scott, KS

Unscored
$6,995196,212 mi

Comparison: 15 similar vehicles

Fort Scott, 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: 15 similar vehicles

Fort Scott, 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 · 0
$6,995183,911 mi

Fort Scott, 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: 9 similar vehicles

Fort Scott, KS

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Fort Scott, KS

Unscored
$7,995129,378 mi

Comparison: 9 similar vehicles

Fort Scott, 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

Fort Scott, KS

Unscored
$7,995323,237 mi

Comparison: 103 similar vehicles

Fort Scott, KS

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Fort Scott, KS

Unscored
$7,995200,893 mi

Comparison: 33 similar vehicles

Fort Scott, KS

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Fort Scott, KS

Unscored
$7,995177,149 mi

Comparison: 36 similar vehicles

Fort Scott, KS

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Fort Scott, KS

UnscoredInsufficient · 0
$7,995151,228 mi

Fort Scott, KS

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Fort Scott, KS

Fair PriceLimited · 18
$7,995119,182 mi

Market: $4,500 – $8,950

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Fort Scott, KS

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Fort Scott, KS

Unscored
$7,999167,372 mi

Comparison: 26 similar vehicles

Fort Scott, KS

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Fort Scott, KS

Unscored
$8,499176,505 mi

Comparison: 7 similar vehicles

Fort Scott, KS

2004 Cadillac CTS Base

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

2004 Cadillac CTS Base

Fort Scott, KS

UnscoredInsufficient · 0
$8,49994,050 mi

Fort Scott, KS

2008 Chevrolet Silverado 1500 LTZ

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

2008 Chevrolet Silverado 1500 LTZ

Fort Scott, KS

UnscoredInsufficient · 3
$8,501175,577 mi

Comparison: 3 similar vehicles

Fort Scott, KS

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Fort Scott, KS

Unscored
$8,995153,255 mi

Comparison: 39 similar vehicles

Fort Scott, KS

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Fort Scott, KS

Unscored
$8,995149,309 mi

Comparison: 24 similar vehicles

Fort Scott, KS

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Fort Scott, KS

Unscored
$8,995159,556 mi

Comparison: 27 similar vehicles

Fort Scott, KS

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Fort Scott, KS

Unscored
$8,995169,582 mi

Comparison: 12 similar vehicles

Fort Scott, KS

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Fort Scott, KS

OverpricedLimited · 13
$8,99599,262 mi

Market: $4,800 – $8,115

Comparison: 13 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Scott, KS

2008 Jeep Wrangler Unlimited Sahara

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

2008 Jeep Wrangler Unlimited Sahara

Fort Scott, KS

UnscoredInsufficient · 3
$8,995199,522 mi

Comparison: 3 similar vehicles

Fort Scott, KS

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Fort Scott, KS

Unscored
$8,995145,760 mi

Comparison: 12 similar vehicles

Fort Scott, KS

2014 Ford Edge SE

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

2014 Ford Edge SE

Fort Scott, KS

Unscored
$9,149126,719 mi

Comparison: 5 similar vehicles

Fort Scott, KS

2007 Lincoln Town Car Signature

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

2007 Lincoln Town Car Signature

Fort Scott, KS

UnscoredInsufficient · 0
$9,394128,641 mi

Fort Scott, KS

2015 Kia Optima LX

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

2015 Kia Optima LX

Fort Scott, KS

Fair PriceLimited · 19
$9,499117,167 mi

Market: $5,498 – $16,084

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Fort Scott, KS

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Fort Scott, KS

Unscored
$9,50184,739 mi

Comparison: 6 similar vehicles

Fort Scott, KS

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Fort Scott, KS

UnscoredInsufficient · 3
$9,599175,746 mi

Comparison: 3 similar vehicles

Fort Scott, KS

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

Fort Scott, KS

Unscored
$9,995193,283 mi

Comparison: 42 similar vehicles

Fort Scott, KS

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Fort Scott, KS

Unscored
$9,995123,195 mi

Comparison: 6 similar vehicles

Fort Scott, KS

2017 Kia Sorento L

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

2017 Kia Sorento L

Fort Scott, KS

UnscoredInsufficient · 0
$9,995124,161 mi

Fort Scott, KS

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

Fort Scott, KS

OverpricedLimited · 18
$10,495104,968 mi

Market: $7,995 – $9,975

Comparison: 18 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Scott, KS

2016 Toyota Corolla LE Plus

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

2016 Toyota Corolla LE Plus

Fort Scott, KS

UnscoredInsufficient · 0
$10,500165,720 mi

Fort Scott, KS

2011 Toyota Tundra Grade

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

2011 Toyota Tundra Grade

Fort Scott, KS

Unscored
$10,500224,170 mi

Comparison: 8 similar vehicles

Fort Scott, KS

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Fort Scott, KS

Unscored
$10,501131,895 mi

Comparison: 8 similar vehicles

Fort Scott, KS

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Fort Scott, KS

Unscored
$10,995126,899 mi

Comparison: 11 similar vehicles

Fort Scott, KS

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Fort Scott, KS

Unscored
$10,995132,418 mi

Comparison: 83 similar vehicles

Fort Scott, KS

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Fort Scott, KS

Fair PriceRobust · 83
$10,995112,447 mi

Market: $6,497 – $20,495

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Fort Scott, KS

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Fort Scott, KS

Unscored
$10,999133,031 mi

Comparison: 25 similar vehicles

Fort Scott, KS

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Fort Scott, KS

Fair PriceModerate · 22
$10,99993,814 mi

Market: $5,000 – $16,065

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Fort Scott, KS

2017 Nissan Maxima Platinum

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

2017 Nissan Maxima Platinum

Fort Scott, KS

UnscoredInsufficient · 0
$11,094150,090 mi

Fort Scott, KS

2021 Kia Sportage EX

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

2021 Kia Sportage EX

Fort Scott, KS

UnscoredInsufficient · 0
$11,995109,398 mi

Fort Scott, KS

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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