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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 14, 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

2,548 listings found

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Leesburg, VA

UnscoredInsufficient · 0
$2,98553,144 mi

Leesburg, VA

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Leesburg, VA

UnscoredInsufficient · 3
$3,997128,527 mi

Comparison: 3 similar vehicles

Leesburg, VA

2009 Subaru Tribeca Special Edition

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

2009 Subaru Tribeca Special Edition

Leesburg, VA

UnscoredInsufficient · 0
$3,999179,946 mi

Leesburg, VA

2013 Lincoln MKT EcoBoost

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

2013 Lincoln MKT EcoBoost

Leesburg, VA

UnscoredInsufficient · 0
$4,987145,072 mi

Leesburg, VA

2013 BMW 5 Series 550i

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

2013 BMW 5 Series 550i

Leesburg, VA

Unscored
$4,987170,342 mi

Comparison: 6 similar vehicles

Leesburg, VA

2006 Honda Civic Base

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

2006 Honda Civic Base

Leesburg, VA

Unscored
$4,987107,175 mi

Comparison: 5 similar vehicles

Leesburg, VA

2006 Ford Econoline Wagon XL

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

2006 Ford Econoline Wagon XL

Leesburg, VA

Unscored
$4,997132,344 mi

Comparison: 5 similar vehicles

Leesburg, VA

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Leesburg, VA

Unscored
$4,999163,829 mi

Comparison: 7 similar vehicles

Leesburg, VA

2014 Subaru Impreza 2.0I

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

2014 Subaru Impreza 2.0I

Leesburg, VA

Unscored
$4,999184,123 mi

Comparison: 20 similar vehicles

Leesburg, VA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Leesburg, VA

Unscored
$4,999129,785 mi

Comparison: 21 similar vehicles

Leesburg, VA

2013 Kia Rio EX

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

2013 Kia Rio EX

Leesburg, VA

Unscored
$4,999120,895 mi

Comparison: 6 similar vehicles

Leesburg, VA

2012 Nissan JUKE SV

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

2012 Nissan JUKE SV

Leesburg, VA

Unscored
$4,999119,106 mi

Comparison: 6 similar vehicles

Leesburg, VA

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Leesburg, VA

UnscoredInsufficient · 4
$4,999161,842 mi

Comparison: 4 similar vehicles

Leesburg, VA

2010 Dodge Grand Caravan Hero

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

2010 Dodge Grand Caravan Hero

Leesburg, VA

UnscoredInsufficient · 0
$4,999109,555 mi

Leesburg, VA

2010 Hyundai Azera GLS

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

2010 Hyundai Azera GLS

Leesburg, VA

UnscoredInsufficient · 0
$4,999112,317 mi

Leesburg, VA

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Leesburg, VA

Unscored
$5,299153,845 mi

Comparison: 13 similar vehicles

Leesburg, VA

2008 Chrysler Sebring Limited

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

2008 Chrysler Sebring Limited

Leesburg, VA

UnscoredInsufficient · 4
$5,499141,497 mi

Comparison: 4 similar vehicles

Leesburg, VA

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Leesburg, VA

OverpricedLimited · 11
$5,49999,506 mi

Market: $2,998 – $3,500

Comparison: 11 similar vehicles

Priced ~57% above the typical market range for similar vehicles (based on current market benchmarks)

Leesburg, VA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Leesburg, VA

Unscored
$5,500153,121 mi

Comparison: 21 similar vehicles

Leesburg, VA

2013 Hyundai Sonata SE

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

2013 Hyundai Sonata SE

Leesburg, VA

Unscored
$5,500149,400 mi

Comparison: 20 similar vehicles

Leesburg, VA

2017 Hyundai Sonata Sport

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

2017 Hyundai Sonata Sport

Leesburg, VA

Unscored
$5,800132,991 mi

Comparison: 52 similar vehicles

Leesburg, VA

2008 Toyota Corolla CE

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

2008 Toyota Corolla CE

Leesburg, VA

UnscoredInsufficient · 4
$5,900156,931 mi

Comparison: 4 similar vehicles

Leesburg, VA

2003 Toyota RAV4 Base

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

2003 Toyota RAV4 Base

Leesburg, VA

Unscored
$5,900169,123 mi

Comparison: 7 similar vehicles

Leesburg, VA

2009 BMW X5 xDrive30i

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

2009 BMW X5 xDrive30i

Leesburg, VA

Unscored
$5,950174,361 mi

Comparison: 8 similar vehicles

Leesburg, VA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Leesburg, VA

Fair PriceRobust · 73
$5,98797,721 mi

Market: $2,500 – $13,250

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Leesburg, VA

2004 Ford Thunderbird Deluxe

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

2004 Ford Thunderbird Deluxe

Leesburg, VA

Fair PriceLimited · 12
$5,997115,838 mi

Market: $5,700 – $14,797

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Leesburg, VA

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Leesburg, VA

UnscoredInsufficient · 4
$5,999118,919 mi

Comparison: 4 similar vehicles

Leesburg, VA

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Leesburg, VA

Unscored
$5,999154,982 mi

Comparison: 22 similar vehicles

Leesburg, VA

2014 Cadillac SRX Luxury Collection

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

2014 Cadillac SRX Luxury Collection

Leesburg, VA

Unscored
$5,999150,428 mi

Comparison: 18 similar vehicles

Leesburg, VA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Leesburg, VA

Fair PriceModerate · 21
$5,99978,667 mi

Market: $4,500 – $8,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Leesburg, VA

2012 Dodge Charger Police

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

2012 Dodge Charger Police

Leesburg, VA

Unscored
$5,999133,090 mi

Comparison: 5 similar vehicles

Leesburg, VA

2011 Honda Civic LX

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

2011 Honda Civic LX

Leesburg, VA

Unscored
$5,999143,847 mi

Comparison: 53 similar vehicles

Leesburg, VA

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Leesburg, VA

Unscored
$5,999136,930 mi

Comparison: 21 similar vehicles

Leesburg, VA

2010 Honda Fit Sport

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

2010 Honda Fit Sport

Leesburg, VA

UnscoredInsufficient · 3
$5,999154,067 mi

Comparison: 3 similar vehicles

Leesburg, VA

2009 Chevrolet Express G3500

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

2009 Chevrolet Express G3500

Leesburg, VA

UnscoredInsufficient · 0
$5,999196,405 mi

Leesburg, VA

2008 Dodge Ram 1500 Pickup ST

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

2008 Dodge Ram 1500 Pickup ST

Leesburg, VA

Unscored
$5,999148,985 mi

Comparison: 5 similar vehicles

Leesburg, VA

2007 Mazda CX-9 Sport AWD

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

2007 Mazda CX-9 Sport AWD

Leesburg, VA

UnscoredInsufficient · 0
$5,999157,635 mi

Leesburg, VA

2004 Toyota Sequoia SR5

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

2004 Toyota Sequoia SR5

Leesburg, VA

Unscored
$5,999197,316 mi

Comparison: 5 similar vehicles

Leesburg, VA

2014 Land Rover LR2 Base

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

2014 Land Rover LR2 Base

Leesburg, VA

UnscoredInsufficient · 0
$6,400104,489 mi

Leesburg, VA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Leesburg, VA

UnscoredInsufficient · 3
$6,490126,743 mi

Comparison: 3 similar vehicles

Leesburg, VA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Leesburg, VA

OverpricedLimited · 14
$6,49880,096 mi

Market: $5,481 – $6,479

Comparison: 14 similar vehicles

Leesburg, VA

2017 Kia Forte LX

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

2017 Kia Forte LX

Leesburg, VA

Unscored
$6,699141,001 mi

Comparison: 11 similar vehicles

Leesburg, VA

2011 Hyundai Elantra Touring GLS

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

2011 Hyundai Elantra Touring GLS

Leesburg, VA

UnscoredInsufficient · 3
$6,80092,566 mi

Comparison: 3 similar vehicles

Leesburg, VA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Leesburg, VA

Fair PriceLimited · 16
$6,90064,116 mi

Market: $5,981 – $10,445

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 463 days listed (based on current market benchmarks)

Leesburg, VA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Leesburg, VA

Unscored
$6,900114,961 mi

Comparison: 9 similar vehicles

Leesburg, VA

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Leesburg, VA

UnscoredInsufficient · 3
$6,900136,676 mi

Comparison: 3 similar vehicles

Leesburg, VA

2008 BMW X5 4.8i

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

2008 BMW X5 4.8i

Leesburg, VA

UnscoredInsufficient · 0
$6,950145,127 mi

Leesburg, VA

2010 Toyota Prius II

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

2010 Toyota Prius II

Leesburg, VA

UnscoredInsufficient · 4
$6,959193,000 mi

Comparison: 4 similar vehicles

Leesburg, VA

2016 Volkswagen Jetta Sport

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

2016 Volkswagen Jetta Sport

Leesburg, VA

Great DealLimited · 19
$6,985114,171 mi

Market: $11,500 – $14,998

Comparison: 19 similar vehicles

Competitively priced ~39% below the typical range compared to similar vehicles · 30 days listed (based on current market benchmarks)

Leesburg, VA

2014 Honda Accord LX

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

2014 Honda Accord LX

Leesburg, VA

Unscored
$6,987163,981 mi

Comparison: 6 similar vehicles

Leesburg, VA

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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