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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

1,227 listings found

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

Ozark, MO

Unscored
$3,900206,701 mi

Comparison: 5 similar vehicles

Ozark, MO

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Ozark, MO

UnscoredInsufficient · 0
$4,300182,713 mi

Ozark, MO

2007 Ford Fusion SE

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

2007 Ford Fusion SE

Ozark, MO

UnscoredInsufficient · 3
$4,900155,083 mi

Comparison: 3 similar vehicles

Ozark, MO

2017 Nissan Altima S

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

2017 Nissan Altima S

Ozark, MO

Unscored
$5,500221,360 mi

Comparison: 16 similar vehicles

Ozark, MO

2013 Ford Focus SE

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

2013 Ford Focus SE

Ozark, MO

Fair PriceModerate · 47
$5,500107,177 mi

Market: $2,128 – $9,990

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Ozark, MO

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Ozark, MO

Unscored
$5,700216,800 mi

Comparison: 6 similar vehicles

Ozark, MO

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Ozark, MO

Unscored
$5,900189,650 mi

Comparison: 7 similar vehicles

Ozark, MO

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Ozark, MO

Unscored
$5,900133,380 mi

Comparison: 10 similar vehicles

Ozark, MO

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

Ozark, MO

UnscoredInsufficient · 0
$5,900228,500 mi

Ozark, MO

2010 Kia Forte SX

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

2010 Kia Forte SX

Ozark, MO

UnscoredInsufficient · 3
$5,980174,712 mi

Comparison: 3 similar vehicles

Ozark, MO

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Ozark, MO

Unscored
$6,300133,909 mi

Comparison: 11 similar vehicles

Ozark, MO

2015 Buick Encore Base

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

2015 Buick Encore Base

Ozark, MO

Unscored
$6,30088,000 mi

Comparison: 8 similar vehicles

Ozark, MO

2011 Kia Forte EX

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

2011 Kia Forte EX

Ozark, MO

UnscoredInsufficient · 3
$6,40079,621 mi

Comparison: 3 similar vehicles

Ozark, MO

2015 Kia Rio LX

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

2015 Kia Rio LX

Ozark, MO

Unscored
$6,500129,524 mi

Comparison: 8 similar vehicles

Ozark, MO

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Ozark, MO

Unscored
$6,500124,402 mi

Comparison: 9 similar vehicles

Ozark, MO

2016 Kia Soul +

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

2016 Kia Soul +

Ozark, MO

Unscored
$6,900134,884 mi

Comparison: 22 similar vehicles

Ozark, MO

2014 Chevrolet Impala 1FL

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

2014 Chevrolet Impala 1FL

Ozark, MO

UnscoredInsufficient · 0
$7,094153,958 mi

Ozark, MO

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Ozark, MO

Unscored
$7,379149,341 mi

Comparison: 32 similar vehicles

Ozark, MO

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Ozark, MO

Unscored
$7,500148,595 mi

Comparison: 19 similar vehicles

Ozark, MO

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Ozark, MO

Unscored
$7,700137,883 mi

Comparison: 5 similar vehicles

Ozark, MO

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Ozark, MO

Unscored
$7,80091,831 mi

Comparison: 8 similar vehicles

Ozark, MO

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Ozark, MO

Great DealLimited · 10
$8,250100,000 mi

Market: $8,900 – $11,260

Comparison: 10 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 52 days listed (based on current market benchmarks)

Ozark, MO

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Ozark, MO

Unscored
$8,319175,588 mi

Comparison: 34 similar vehicles

Ozark, MO

2013 Dodge Charger R/T

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

2013 Dodge Charger R/T

Ozark, MO

Unscored
$8,500100,414 mi

Comparison: 9 similar vehicles

Ozark, MO

2019 Lincoln Nautilus Reserve

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

2019 Lincoln Nautilus Reserve

Ozark, MO

Unscored
$8,750172,661 mi

Comparison: 24 similar vehicles

Ozark, MO

2017 Volkswagen Golf S

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

2017 Volkswagen Golf S

Ozark, MO

UnscoredInsufficient · 0
$8,900113,548 mi

Ozark, MO

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Ozark, MO

Unscored
$8,919154,875 mi

Comparison: 23 similar vehicles

Ozark, MO

2014 Mercedes-Benz CLA-Class CLA250

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

2014 Mercedes-Benz CLA-Class CLA250

Ozark, MO

Unscored
$8,980140,356 mi

Comparison: 9 similar vehicles

Ozark, MO

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Ozark, MO

UnscoredInsufficient · 3
$8,999171,388 mi

Comparison: 3 similar vehicles

Ozark, MO

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Ozark, MO

Unscored
$9,349154,320 mi

Comparison: 6 similar vehicles

Ozark, MO

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Ozark, MO

OverpricedModerate · 21
$9,379133,000 mi

Market: $5,487 – $8,990

Comparison: 21 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Ozark, MO

2012 Cadillac SRX Base

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

2012 Cadillac SRX Base

Ozark, MO

UnscoredInsufficient · 3
$9,480135,538 mi

Comparison: 3 similar vehicles

Ozark, MO

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Ozark, MO

Unscored
$9,750153,624 mi

Comparison: 76 similar vehicles

Ozark, MO

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Ozark, MO

Unscored
$9,980163,364 mi

Comparison: 6 similar vehicles

Ozark, MO

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Ozark, MO

Unscored
$9,980252,668 mi

Comparison: 5 similar vehicles

Ozark, MO

2011 GMC Yukon XL Denali

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

2011 GMC Yukon XL Denali

Ozark, MO

Unscored
$9,980202,127 mi

Comparison: 9 similar vehicles

Ozark, MO

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Ozark, MO

Fair PriceLimited · 16
$9,994118,127 mi

Market: $5,900 – $11,593

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Ozark, MO

2015 Acura RDX Technology Package

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

2015 Acura RDX Technology Package

Ozark, MO

Unscored
$10,094145,640 mi

Comparison: 6 similar vehicles

Ozark, MO

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Ozark, MO

Unscored
$10,094167,110 mi

Comparison: 6 similar vehicles

Ozark, MO

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Ozark, MO

Unscored
$10,099134,201 mi

Comparison: 46 similar vehicles

Ozark, MO

2020 Hyundai Sonata SE

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

2020 Hyundai Sonata SE

Ozark, MO

UnscoredInsufficient · 0
$10,379170,151 mi

Ozark, MO

2006 Ford Ranger XLT

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

2006 Ford Ranger XLT

Ozark, MO

UnscoredInsufficient · 0
$10,856104,197 mi

Ozark, MO

2017 Audi A6 Premium Plus

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

2017 Audi A6 Premium Plus

Ozark, MO

UnscoredInsufficient · 0
$10,900106,800 mi

Ozark, MO

2019 Hyundai Santa Fe SEL Plus

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

2019 Hyundai Santa Fe SEL Plus

Ozark, MO

UnscoredInsufficient · 3
$10,980161,947 mi

Comparison: 3 similar vehicles

Ozark, MO

2016 Lincoln MKX Premiere

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

2016 Lincoln MKX Premiere

Ozark, MO

UnscoredInsufficient · 0
$10,980165,777 mi

Ozark, MO

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Ozark, MO

Unscored
$10,999108,627 mi

Comparison: 6 similar vehicles

Ozark, MO

2017 Toyota Corolla SE

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

2017 Toyota Corolla SE

Ozark, MO

Unscored
$11,00093,195 mi

Comparison: 8 similar vehicles

Ozark, MO

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Ozark, MO

Unscored
$11,094166,042 mi

Comparison: 25 similar vehicles

Ozark, MO

2009 Chevrolet Colorado Work Truck

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

2009 Chevrolet Colorado Work Truck

Ozark, MO

Unscored
$11,09453,835 mi

Comparison: 7 similar vehicles

Ozark, MO

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Ozark, MO

Unscored
$11,37982,540 mi

Comparison: 7 similar vehicles

Ozark, MO

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 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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