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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

1,174 listings found

2007 Hyundai Accent GLS

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

2007 Hyundai Accent GLS

Waynesboro, VA

UnscoredInsufficient · 0
$2,294123,138 mi

Waynesboro, VA

1999 Acura TL Base

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

1999 Acura TL Base

Charlottesville, VA

UnscoredInsufficient · 0
$2,994222,856 mi

Charlottesville, VA

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Harrisonburg, VA

UnscoredModerate · 24
$2,999145,689 mi

Comparison: 24 similar vehicles

Harrisonburg, VA

2010 Chevrolet Malibu 1LS

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

2010 Chevrolet Malibu 1LS

Ruckersville, VA

UnscoredLimited · 8
$3,294263,654 mi

Comparison: 8 similar vehicles

Ruckersville, VA

2003 Ford Focus SE comfort

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

2003 Ford Focus SE comfort

Charlottesville, VA

UnscoredInsufficient · 0
$3,495124,191 mi

Charlottesville, VA

2004 Nissan Altima S

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

2004 Nissan Altima S

Front Royal, VA

UnscoredInsufficient · 0
$3,499144,304 mi

Front Royal, VA

2001 Toyota Camry CE

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

2001 Toyota Camry CE

Mount Crawford, VA

UnscoredInsufficient · 0
$3,750164,952 mi

Mount Crawford, VA

2011 Kia Optima LX

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

2011 Kia Optima LX

Woodstock, VA

UnscoredInsufficient · 0
$3,800193,626 mi

Woodstock, VA

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Harrisonburg, VA

UnscoredModerate · 23
$3,850120,000 mi

Comparison: 23 similar vehicles

Harrisonburg, VA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Harrisonburg, VA

UnscoredRobust · 66
$3,898168,852 mi

Comparison: 66 similar vehicles

Harrisonburg, VA

2001 Plymouth Neon HIGHLINE

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

2001 Plymouth Neon HIGHLINE

Harrisonburg, VA

UnscoredInsufficient · 0
$3,90083,997 mi

Harrisonburg, VA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Mount Crawford, VA

UnscoredModerate · 36
$3,950145,549 mi

Comparison: 36 similar vehicles

Mount Crawford, VA

2005 Volvo S60 2.5T

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

2005 Volvo S60 2.5T

Mount Crawford, VA

UnscoredInsufficient · 4
$3,950155,674 mi

Comparison: 4 similar vehicles

Mount Crawford, VA

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Staunton, VA

UnscoredInsufficient · 0
$3,995256,000 mi

Staunton, VA

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Charlottesville, VA

UnscoredLimited · 12
$3,995215,856 mi

Comparison: 12 similar vehicles

Charlottesville, VA

2003 Mercedes-Benz S-Class S500

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

2003 Mercedes-Benz S-Class S500

Waynesboro, VA

UnscoredInsufficient · 0
$4,495186,955 mi

Waynesboro, VA

2017 Nissan Versa Sedan SV

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

2017 Nissan Versa Sedan SV

Strasburg, VA

UnscoredInsufficient · 3
$4,500122,258 mi

Comparison: 3 similar vehicles

Strasburg, VA

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Woodstock, VA

UnscoredLimited · 7
$4,500169,264 mi

Comparison: 7 similar vehicles

Woodstock, VA

2014 Acura TL Technology Package

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

2014 Acura TL Technology Package

Harrisonburg, VA

UnscoredLimited · 8
$4,599239,985 mi

Comparison: 8 similar vehicles

Harrisonburg, VA

2006 Ford Fusion SEL

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

2006 Ford Fusion SEL

Mount Crawford, VA

UnscoredLimited · 5
$4,750139,420 mi

Comparison: 5 similar vehicles

Mount Crawford, VA

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Mount Crawford, VA

UnscoredLimited · 7
$4,750173,911 mi

Comparison: 7 similar vehicles

Mount Crawford, VA

2011 Nissan Altima S

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

2011 Nissan Altima S

Harrisonburg, VA

UnscoredLimited · 18
$4,800150,951 mi

Comparison: 18 similar vehicles

Harrisonburg, VA

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Luray, VA

Fair PriceLimited · 13
$4,99093,153 mi

Market: $3,995 – $5,350

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Luray, VA

2012 Mitsubishi Galant FE

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

2012 Mitsubishi Galant FE

Harrisonburg, VA

UnscoredInsufficient · 0
$4,990132,847 mi

Harrisonburg, VA

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Luray, VA

UnscoredLimited · 6
$4,99091,770 mi

Comparison: 6 similar vehicles

Luray, VA

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Harrisonburg, VA

UnscoredLimited · 17
$4,994136,470 mi

Comparison: 17 similar vehicles

Harrisonburg, VA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Charlottesville, VA

UnscoredModerate · 44
$4,995179,140 mi

Comparison: 44 similar vehicles

Charlottesville, VA

2001 Mercedes-Benz C-Class C240

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

2001 Mercedes-Benz C-Class C240

Strasburg, VA

UnscoredInsufficient · 0
$4,995123,240 mi

Strasburg, VA

2001 Saab 9-5 Base

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

2001 Saab 9-5 Base

Charlottesville, VA

UnscoredInsufficient · 0
$4,99597,741 mi

Charlottesville, VA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Strasburg, VA

UnscoredRobust · 134
$4,999123,739 mi

Comparison: 134 similar vehicles

Strasburg, VA

2010 Nissan Sentra SR

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

2010 Nissan Sentra SR

Harrisonburg, VA

UnscoredLimited · 5
$4,999146,625 mi

Comparison: 5 similar vehicles

Harrisonburg, VA

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Harrisonburg, VA

Fair PriceLimited · 14
$4,999119,162 mi

Market: $2,799 – $6,994

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Harrisonburg, VA

2010 Mazda MAZDA6 i Touring

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

2010 Mazda MAZDA6 i Touring

Waynesboro, VA

UnscoredModerate · 29
$5,294183,476 mi

Comparison: 29 similar vehicles

Waynesboro, VA

2010 Lexus ES 350

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

2010 Lexus ES 350

Harrisonburg, VA

UnscoredModerate · 27
$5,399181,894 mi

Comparison: 27 similar vehicles

Harrisonburg, VA

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Mount Sidney, VA

UnscoredLimited · 6
$5,400127,866 mi

Comparison: 6 similar vehicles

Mount Sidney, VA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Culpeper, VA

UnscoredLimited · 19
$5,498172,035 mi

Comparison: 19 similar vehicles

Culpeper, VA

2013 Mazda MAZDA3 i Grand Touring

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

2013 Mazda MAZDA3 i Grand Touring

Strasburg, VA

UnscoredLimited · 19
$5,499166,286 mi

Comparison: 19 similar vehicles

Strasburg, VA

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Front Royal, VA

UnscoredModerate · 49
$5,499195,604 mi

Comparison: 49 similar vehicles

Front Royal, VA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Strasburg, VA

UnscoredModerate · 42
$5,499169,617 mi

Comparison: 42 similar vehicles

Strasburg, VA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Luray, VA

UnscoredLimited · 6
$5,500152,625 mi

Comparison: 6 similar vehicles

Luray, VA

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Charlottesville, VA

UnscoredInsufficient · 4
$5,500180,000 mi

Comparison: 4 similar vehicles

Charlottesville, VA

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Charlottesville, VA

UnscoredLimited · 7
$5,500143,312 mi

Comparison: 7 similar vehicles

Charlottesville, VA

2017 Kia Forte LX

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

2017 Kia Forte LX

Harrisonburg, VA

Great DealLimited · 12
$5,595114,615 mi

Market: $7,995 – $14,044

Comparison: 12 similar vehicles

Competitively priced ~30% below the typical range compared to similar vehicles · 55 days listed (based on current market benchmarks)

Harrisonburg, VA

2016 Chevrolet Cruze LS

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

2016 Chevrolet Cruze LS

Harrisonburg, VA

UnscoredModerate · 25
$5,595143,856 mi

Comparison: 25 similar vehicles

Harrisonburg, VA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Harrisonburg, VA

UnscoredModerate · 42
$5,595145,331 mi

Comparison: 42 similar vehicles

Harrisonburg, VA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Harrisonburg, VA

UnscoredRobust · 62
$5,595153,932 mi

Comparison: 62 similar vehicles

Harrisonburg, VA

2009 Mercedes-Benz C-Class C300 Sport

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

2009 Mercedes-Benz C-Class C300 Sport

Staunton, VA

UnscoredInsufficient · 3
$5,595155,300 mi

Comparison: 3 similar vehicles

Staunton, VA

2002 Hyundai Elantra GLS

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

2002 Hyundai Elantra GLS

Staunton, VA

UnscoredInsufficient · 0
$5,59595,908 mi

Staunton, VA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Harrisonburg, VA

UnscoredRobust · 50
$5,650171,634 mi

Comparison: 50 similar vehicles

Harrisonburg, VA

2007 Kia Rio LX

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

2007 Kia Rio LX

Harrisonburg, VA

UnscoredInsufficient · 0
$5,698129,596 mi

Harrisonburg, 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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