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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 10, 2026

7.3M+

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

2,318 listings found

2015 Kia Soul Base

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

2015 Kia Soul Base

Cookeville, TN

Unscored
$2,995218,920 mi

Comparison: 57 similar vehicles

Cookeville, TN

2012 Nissan Altima S

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

2012 Nissan Altima S

Cookeville, TN

Unscored
$3,395143,960 mi

Comparison: 49 similar vehicles

Cookeville, TN

2004 Nissan Murano SL AWD

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

2004 Nissan Murano SL AWD

Cookeville, TN

UnscoredInsufficient · 0
$3,495180,461 mi

Cookeville, TN

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Cookeville, TN

Unscored
$3,900239,116 mi

Comparison: 16 similar vehicles

Cookeville, TN

2005 BMW 3 Series 325

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

2005 BMW 3 Series 325

Cookeville, TN

Unscored
$3,995254,110 mi

Comparison: 5 similar vehicles

Cookeville, TN

2000 Honda Civic EX

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

2000 Honda Civic EX

Cookeville, TN

UnscoredInsufficient · 0
$3,995268,941 mi

Cookeville, TN

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Cookeville, TN

UnscoredInsufficient · 0
$4,495189,212 mi

Cookeville, TN

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Cookeville, TN

UnscoredInsufficient · 4
$4,500161,999 mi

Comparison: 4 similar vehicles

Cookeville, TN

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Cookeville, TN

UnscoredInsufficient · 3
$4,593170,428 mi

Comparison: 3 similar vehicles

Cookeville, TN

2012 Land Rover LR4 Base

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

2012 Land Rover LR4 Base

Cookeville, TN

Unscored
$4,900201,050 mi

Comparison: 11 similar vehicles

Cookeville, TN

2017 Ford Escape S

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

2017 Ford Escape S

Cookeville, TN

Unscored
$4,995204,255 mi

Comparison: 31 similar vehicles

Cookeville, TN

2017 Kia Forte LX

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

2017 Kia Forte LX

Cookeville, TN

Unscored
$4,995210,609 mi

Comparison: 58 similar vehicles

Cookeville, TN

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Cookeville, TN

Unscored
$4,995250,721 mi

Comparison: 31 similar vehicles

Cookeville, TN

2009 Ford Expedition Eddie Bauer

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

2009 Ford Expedition Eddie Bauer

Cookeville, TN

UnscoredInsufficient · 4
$4,995246,596 mi

Comparison: 4 similar vehicles

Cookeville, TN

2008 Kia Sportage LX

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

2008 Kia Sportage LX

Cookeville, TN

Unscored
$4,995111,664 mi

Comparison: 11 similar vehicles

Cookeville, TN

No Photo

2003 MINI S

Cookeville, TN

UnscoredInsufficient · 0
$4,998136,790 mi

Cookeville, TN

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Cookeville, TN

UnscoredInsufficient · 0
$5,495133,286 mi

Cookeville, TN

2004 Chevrolet TrailBlazer LT

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

2004 Chevrolet TrailBlazer LT

Cookeville, TN

UnscoredInsufficient · 3
$5,49992,075 mi

Comparison: 3 similar vehicles

Cookeville, TN

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Cookeville, TN

Unscored
$5,500137,175 mi

Comparison: 49 similar vehicles

Cookeville, TN

2013 Honda Civic LX

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

2013 Honda Civic LX

Cookeville, TN

Unscored
$5,900221,164 mi

Comparison: 68 similar vehicles

Cookeville, TN

2012 Mercedes-Benz GL-Class GL450

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

2012 Mercedes-Benz GL-Class GL450

Cookeville, TN

Unscored
$5,900225,837 mi

Comparison: 11 similar vehicles

Cookeville, TN

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Cookeville, TN

Unscored
$5,995241,814 mi

Comparison: 29 similar vehicles

Cookeville, TN

2010 Chevrolet Aveo5 1LT

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

2010 Chevrolet Aveo5 1LT

Cookeville, TN

UnscoredInsufficient · 0
$5,99577,340 mi

Cookeville, TN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Cookeville, TN

Unscored
$5,995203,886 mi

Comparison: 21 similar vehicles

Cookeville, TN

2005 Lexus RX 330

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

2005 Lexus RX 330

Cookeville, TN

Unscored
$5,995151,711 mi

Comparison: 20 similar vehicles

Cookeville, TN

2004 Cadillac DeVille Base

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

2004 Cadillac DeVille Base

Cookeville, TN

UnscoredInsufficient · 3
$5,995114,796 mi

Comparison: 3 similar vehicles

Cookeville, TN

2001 Lexus RX 300

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

2001 Lexus RX 300

Cookeville, TN

UnscoredInsufficient · 0
$5,995179,664 mi

Cookeville, TN

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Cookeville, TN

Unscored
$6,500206,181 mi

Comparison: 128 similar vehicles

Cookeville, TN

2019 Kia Optima LX

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

2019 Kia Optima LX

Cookeville, TN

UnscoredInsufficient · 3
$6,900163,647 mi

Comparison: 3 similar vehicles

Cookeville, TN

2014 Lexus ES 300h

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

2014 Lexus ES 300h

Cookeville, TN

Unscored
$6,900279,783 mi

Comparison: 8 similar vehicles

Cookeville, TN

2013 Lincoln MKS Base

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

2013 Lincoln MKS Base

Cookeville, TN

Unscored
$6,900103,281 mi

Comparison: 7 similar vehicles

Cookeville, TN

2010 Honda Accord LX

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

2010 Honda Accord LX

Cookeville, TN

Unscored
$6,900150,434 mi

Comparison: 16 similar vehicles

Cookeville, TN

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Cookeville, TN

Salvage title
$6,995122,898 mi

Cookeville, TN

2013 Mercedes-Benz E-Class E350 Luxury

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

2013 Mercedes-Benz E-Class E350 Luxury

Cookeville, TN

Unscored
$6,995125,345 mi

Comparison: 22 similar vehicles

Cookeville, TN

2010 Chevrolet Impala Police Sedan

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

2010 Chevrolet Impala Police Sedan

Cookeville, TN

UnscoredInsufficient · 0
$6,995107,763 mi

Cookeville, TN

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Cookeville, TN

Unscored
$6,995110,475 mi

Comparison: 8 similar vehicles

Cookeville, TN

No Photo

2017 Jeep Cherokee Sport Altitude

Cookeville, TN

Unscored
$6,998175,785 mi

Comparison: 6 similar vehicles

Cookeville, TN

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Cookeville, TN

UnscoredInsufficient · 3
$7,495142,954 mi

Comparison: 3 similar vehicles

Cookeville, TN

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Cookeville, TN

Unscored
$7,495169,611 mi

Comparison: 43 similar vehicles

Cookeville, TN

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Cookeville, TN

Unscored
$7,500168,278 mi

Comparison: 57 similar vehicles

Cookeville, TN

2012 Hyundai Sonata Limited

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

2012 Hyundai Sonata Limited

Cookeville, TN

Unscored
$7,500134,955 mi

Comparison: 9 similar vehicles

Cookeville, TN

2018 Nissan Pathfinder SV

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

2018 Nissan Pathfinder SV

Cookeville, TN

Unscored
$7,899177,268 mi

Comparison: 21 similar vehicles

Cookeville, TN

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Cookeville, TN

Fair PriceModerate · 44
$7,90096,493 mi

Market: $5,950 – $16,982

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Cookeville, TN

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Cookeville, TN

Unscored
$7,900135,987 mi

Comparison: 96 similar vehicles

Cookeville, TN

2016 Ford C-Max SEL

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

2016 Ford C-Max SEL

Cookeville, TN

UnscoredInsufficient · 4
$7,900106,145 mi

Comparison: 4 similar vehicles

Cookeville, TN

2010 Mazda MAZDA6 s Touring

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

2010 Mazda MAZDA6 s Touring

Cookeville, TN

UnscoredInsufficient · 0
$7,900126,109 mi

Cookeville, TN

2016 Ford Taurus SE

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

2016 Ford Taurus SE

Cookeville, TN

Unscored
$7,995108,691 mi

Comparison: 5 similar vehicles

Cookeville, TN

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Cookeville, TN

Fair PriceLimited · 18
$7,99569,314 mi

Market: $4,565 – $8,599

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Cookeville, TN

2015 Kia Sedona EX

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

2015 Kia Sedona EX

Cookeville, TN

UnscoredInsufficient · 0
$7,995116,600 mi

Cookeville, TN

2013 Honda Fit Sport

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

2013 Honda Fit Sport

Cookeville, TN

Unscored
$7,99592,981 mi

Comparison: 8 similar vehicles

Cookeville, TN

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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