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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

139 listings found

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Vinton, VA

Unscored
$5,299177,186 mi

Comparison: 22 similar vehicles

Vinton, VA

2004 Jaguar X-Type

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

2004 Jaguar X-Type

Vinton, VA

UnscoredInsufficient · 0
$5,499111,314 mi

Vinton, VA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Vinton, VA

Unscored
$5,999149,170 mi

Comparison: 69 similar vehicles

Vinton, VA

2007 Saturn Sky Roadster

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

2007 Saturn Sky Roadster

Vinton, VA

UnscoredInsufficient · 4
$6,490191,239 mi

Comparison: 4 similar vehicles

Vinton, VA

2018 Kia Soul +

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

2018 Kia Soul +

Vinton, VA

Fair PriceRobust · 91
$6,499113,350 mi

Market: $5,400 – $13,995

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Vinton, VA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Vinton, VA

Unscored
$6,499160,209 mi

Comparison: 5 similar vehicles

Vinton, VA

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Vinton, VA

Unscored
$6,499142,669 mi

Comparison: 13 similar vehicles

Vinton, VA

2013 Kia Rio 5-Door EX

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

2013 Kia Rio 5-Door EX

Vinton, VA

UnscoredInsufficient · 0
$6,499139,978 mi

Vinton, VA

2010 Chevrolet HHR LT

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

2010 Chevrolet HHR LT

Vinton, VA

UnscoredInsufficient · 0
$6,49983,496 mi

Vinton, VA

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Vinton, VA

Unscored
$6,890168,000 mi

Comparison: 5 similar vehicles

Vinton, VA

1998 Mercedes-Benz SLK Base

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

1998 Mercedes-Benz SLK Base

Vinton, VA

UnscoredInsufficient · 0
$6,89083,450 mi

Vinton, VA

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Vinton, VA

Unscored
$6,995158,581 mi

Comparison: 41 similar vehicles

Vinton, VA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Vinton, VA

UnscoredInsufficient · 3
$6,995110,181 mi

Comparison: 3 similar vehicles

Vinton, VA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Vinton, VA

Fair PriceModerate · 34
$6,999115,596 mi

Market: $6,900 – $12,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Vinton, VA

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Vinton, VA

Unscored
$6,999141,074 mi

Comparison: 100 similar vehicles

Vinton, VA

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

Vinton, VA

Unscored
$6,999136,000 mi

Comparison: 17 similar vehicles

Vinton, VA

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Vinton, VA

UnscoredInsufficient · 3
$6,999154,000 mi

Comparison: 3 similar vehicles

Vinton, VA

2011 Mercedes-Benz C-Class C300 Sport

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

2011 Mercedes-Benz C-Class C300 Sport

Vinton, VA

Unscored
$6,999146,966 mi

Comparison: 8 similar vehicles

Vinton, VA

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Vinton, VA

Fair PriceLimited · 11
$7,495102,723 mi

Market: $6,750 – $10,299

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 477 days listed (based on current market benchmarks)

Vinton, VA

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Vinton, VA

Unscored
$7,499135,819 mi

Comparison: 78 similar vehicles

Vinton, VA

2016 Kia Forte Koup EX

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

2016 Kia Forte Koup EX

Vinton, VA

UnscoredInsufficient · 0
$7,499150,965 mi

Vinton, VA

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Vinton, VA

Unscored
$7,790136,000 mi

Comparison: 6 similar vehicles

Vinton, VA

2016 Nissan Altima S

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

2016 Nissan Altima S

Vinton, VA

Salvage title
$7,955102,545 mi

Vinton, VA

1997 Ford Club Wagon XLT

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

1997 Ford Club Wagon XLT

Vinton, VA

UnscoredInsufficient · 0
$7,99089,000 mi

Vinton, VA

2005 Nissan Armada LE

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

2005 Nissan Armada LE

Vinton, VA

UnscoredInsufficient · 0
$7,995108,039 mi

Vinton, VA

2020 Chrysler Voyager LX

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

2020 Chrysler Voyager LX

Vinton, VA

UnscoredInsufficient · 3
$7,999158,477 mi

Comparison: 3 similar vehicles

Vinton, VA

2019 Ford Escape S

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

2019 Ford Escape S

Vinton, VA

Unscored
$7,999121,016 mi

Comparison: 14 similar vehicles

Vinton, VA

2018 Kia Optima LX

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

2018 Kia Optima LX

Vinton, VA

Fair PriceModerate · 43
$7,99999,600 mi

Market: $6,075 – $19,899

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Vinton, VA

2013 Kia Rio EX

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

2013 Kia Rio EX

Vinton, VA

Unscored
$8,245171,679 mi

Comparison: 6 similar vehicles

Vinton, VA

2013 Hyundai Veloster Base

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

2013 Hyundai Veloster Base

Vinton, VA

UnscoredInsufficient · 0
$8,49553,848 mi

Vinton, VA

2019 Ford Fusion S

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

2019 Ford Fusion S

Vinton, VA

Fair PriceModerate · 29
$8,49997,927 mi

Market: $5,600 – $15,998

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Vinton, VA

2017 Dodge Charger Police

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

2017 Dodge Charger Police

Vinton, VA

Unscored
$8,499158,000 mi

Comparison: 11 similar vehicles

Vinton, VA

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Vinton, VA

Unscored
$8,499131,200 mi

Comparison: 6 similar vehicles

Vinton, VA

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Vinton, VA

UnscoredInsufficient · 3
$8,790166,000 mi

Comparison: 3 similar vehicles

Vinton, VA

2011 BMW X5 xDrive35i

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

2011 BMW X5 xDrive35i

Vinton, VA

Unscored
$8,890129,000 mi

Comparison: 6 similar vehicles

Vinton, VA

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Vinton, VA

Salvage title
$8,99583,512 mi

Vinton, VA

2008 Pontiac Solstice Base

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

2008 Pontiac Solstice Base

Vinton, VA

UnscoredInsufficient · 0
$8,99595,322 mi

Vinton, VA

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

Vinton, VA

Unscored
$9,245223,543 mi

Comparison: 13 similar vehicles

Vinton, VA

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Vinton, VA

OverpricedModerate · 23
$9,245163,736 mi

Market: $1,700 – $8,995

Comparison: 23 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Vinton, VA

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Vinton, VA

Unscored
$9,245242,274 mi

Comparison: 6 similar vehicles

Vinton, VA

2005 Volkswagen New Beetle GLS

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

2005 Volkswagen New Beetle GLS

Vinton, VA

UnscoredInsufficient · 0
$9,24586,063 mi

Vinton, VA

2013 BMW 5 Series 528i

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

2013 BMW 5 Series 528i

Vinton, VA

OverpricedLimited · 19
$9,790103,000 mi

Market: $6,900 – $9,219

Comparison: 19 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Vinton, VA

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Vinton, VA

Unscored
$9,790183,700 mi

Comparison: 17 similar vehicles

Vinton, VA

2014 Honda Ridgeline Sport

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

2014 Honda Ridgeline Sport

Vinton, VA

Unscored
$9,890228,000 mi

Comparison: 8 similar vehicles

Vinton, VA

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Vinton, VA

OverpricedLimited · 13
$9,89096,000 mi

Market: $5,999 – $8,995

Comparison: 13 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Vinton, VA

2013 Ford Focus SE

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

2013 Ford Focus SE

Vinton, VA

UnscoredInsufficient · 0
$9,99529,369 mi

Vinton, VA

2005 Nissan 350Z Roadster Touring

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

2005 Nissan 350Z Roadster Touring

Vinton, VA

UnscoredInsufficient · 3
$9,995102,532 mi

Comparison: 3 similar vehicles

Vinton, VA

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Vinton, VA

UnscoredInsufficient · 3
$10,500153,000 mi

Comparison: 3 similar vehicles

Vinton, VA

2005 Nissan 350Z Roadster Touring

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

2005 Nissan 350Z Roadster Touring

Vinton, VA

UnscoredInsufficient · 3
$10,50068,000 mi

Comparison: 3 similar vehicles

Vinton, VA

1998 Ford Econoline

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

1998 Ford Econoline

Vinton, VA

UnscoredInsufficient · 0
$10,79082,000 mi

Vinton, VA

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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