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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 13, 2026

7.2M+

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

15,621 listings found

2001 Suzuki Grand Vitara LIMITED

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

2001 Suzuki Grand Vitara LIMITED

Bloomery, WV

UnscoredInsufficient · 0
$1,300287,000 mi

Bloomery, WV

2014 Kia Forte LX

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

2014 Kia Forte LX

Harrisonburg, VA

Unscored
$2,214190,975 mi

Comparison: 34 similar vehicles

Harrisonburg, VA

1999 Chrysler Cirrus LXI

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

1999 Chrysler Cirrus LXI

Harrisonburg, VA

UnscoredInsufficient · 0
$2,29995,238 mi

Harrisonburg, VA

2002 Mercedes-Benz CLK-Class CLK320

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

2002 Mercedes-Benz CLK-Class CLK320

Harrisonburg, VA

UnscoredInsufficient · 0
$2,403211,929 mi

Harrisonburg, VA

2007 Ford Focus ZX3 S

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

2007 Ford Focus ZX3 S

Bloomery, WV

UnscoredInsufficient · 0
$2,495202,000 mi

Bloomery, WV

2004 Ford Explorer Sport Trac XLS

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

2004 Ford Explorer Sport Trac XLS

Winchester, VA

UnscoredInsufficient · 0
$2,500202,542 mi

Winchester, VA

2005 Honda Accord LX

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

2005 Honda Accord LX

Mount Sidney, VA

Unscored
$2,750230,789 mi

Comparison: 7 similar vehicles

Mount Sidney, VA

No Photo

2015 Jeep Patriot Sport

Staunton, VA

Unscored
$2,799171,902 mi

Comparison: 32 similar vehicles

Staunton, VA

2014 FIAT 500L Trekking

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

2014 FIAT 500L Trekking

Winchester, VA

Unscored
$2,898171,268 mi

Comparison: 5 similar vehicles

Winchester, VA

2002 Volvo V70 XC A

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

2002 Volvo V70 XC A

Waynesboro, VA

UnscoredInsufficient · 3
$2,898292,321 mi

Comparison: 3 similar vehicles

Waynesboro, VA

2002 INFINITI I35 Luxury

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

2002 INFINITI I35 Luxury

Front Royal, VA

UnscoredInsufficient · 4
$2,90094,571 mi

Comparison: 4 similar vehicles

Front Royal, VA

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Bloomery, WV

Unscored
$2,995218,000 mi

Comparison: 35 similar vehicles

Bloomery, WV

2009 Honda Pilot EX-L

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

2009 Honda Pilot EX-L

Bloomery, WV

Unscored
$2,995255,000 mi

Comparison: 6 similar vehicles

Bloomery, WV

2005 Mercury Grand Marquis GS

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

2005 Mercury Grand Marquis GS

Bloomery, WV

UnscoredInsufficient · 0
$2,99576,000 mi

Bloomery, WV

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

Staunton, VA

UnscoredInsufficient · 0
$2,995194,740 mi

Staunton, VA

2006 MINI Cooper Base

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

2006 MINI Cooper Base

Winchester, VA

Unscored
$2,999134,000 mi

Comparison: 7 similar vehicles

Winchester, VA

2004 Volkswagen Jetta GLS

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

2004 Volkswagen Jetta GLS

Winchester, VA

UnscoredInsufficient · 0
$2,999175,099 mi

Winchester, VA

2015 Ford Expedition XLT

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

2015 Ford Expedition XLT

Staunton, VA

Unscored
$3,000218,730 mi

Comparison: 19 similar vehicles

Staunton, VA

2005 Mercedes-Benz M-Class ML350

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

2005 Mercedes-Benz M-Class ML350

Winchester, VA

Salvage title
$3,000200,000 mi

Winchester, 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
$3,200193,626 mi

Woodstock, 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

Unscored
$3,294263,654 mi

Comparison: 10 similar vehicles

Ruckersville, VA

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Luray, VA

UnscoredInsufficient · 0
$3,295203,750 mi

Luray, VA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Waynesboro, VA

Unscored
$3,298317,089 mi

Comparison: 15 similar vehicles

Waynesboro, VA

2012 Honda Civic LX

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

2012 Honda Civic LX

Bloomery, WV

Unscored
$3,495263,000 mi

Comparison: 110 similar vehicles

Bloomery, WV

2010 Toyota Prius V

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

2010 Toyota Prius V

Bloomery, WV

Salvage title
$3,495235,000 mi

Bloomery, WV

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

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

Unscored
$3,498168,852 mi

Comparison: 59 similar vehicles

Harrisonburg, VA

2009 Hyundai Elantra SE

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

2009 Hyundai Elantra SE

Winchester, VA

Unscored
$3,499170,489 mi

Comparison: 12 similar vehicles

Winchester, 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

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Winchester, VA

Unscored
$3,499167,435 mi

Comparison: 5 similar vehicles

Winchester, VA

2013 Mazda MAZDA5 Sport

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

2013 Mazda MAZDA5 Sport

Bristow, VA

Unscored
$3,500146,697 mi

Comparison: 5 similar vehicles

Bristow, VA

2009 Honda Pilot EX

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

2009 Honda Pilot EX

Woodstock, VA

Unscored
$3,500243,000 mi

Comparison: 5 similar vehicles

Woodstock, VA

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Stephens City, VA

UnscoredInsufficient · 4
$3,500187,800 mi

Comparison: 4 similar vehicles

Stephens City, VA

2003 Lexus RX 300

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

2003 Lexus RX 300

Harrisonburg, VA

UnscoredInsufficient · 3
$3,500237,297 mi

Comparison: 3 similar vehicles

Harrisonburg, VA

2014 Hyundai Santa Fe Limited

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

2014 Hyundai Santa Fe Limited

Staunton, VA

UnscoredInsufficient · 0
$3,595242,012 mi

Staunton, 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

Great DealModerate · 41
$3,850120,000 mi

Market: $4,500 – $13,494

Comparison: 41 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 78 days listed (based on current market benchmarks)

Harrisonburg, VA

2016 Ford Escape SE

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

2016 Ford Escape SE

Harrisonburg, VA

Unscored
$3,864202,468 mi

Comparison: 129 similar vehicles

Harrisonburg, VA

2004 Mercury Sable LS

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

2004 Mercury Sable LS

Berryville, VA

UnscoredInsufficient · 0
$3,899141,000 mi

Berryville, VA

2015 Ford Focus S

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

2015 Ford Focus S

Stephens City, VA

UnscoredInsufficient · 0
$3,900130,013 mi

Stephens City, VA

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Stephens City, VA

UnscoredInsufficient · 4
$3,900149,565 mi

Comparison: 4 similar vehicles

Stephens City, VA

2009 Volvo S60 T5

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

2009 Volvo S60 T5

Stephens City, VA

UnscoredInsufficient · 0
$3,900139,300 mi

Stephens City, VA

2008 Subaru Outback I Limited

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

2008 Subaru Outback I Limited

Harrisonburg, VA

UnscoredInsufficient · 0
$3,900232,806 mi

Harrisonburg, VA

2007 Dodge Caliber R/T

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

2007 Dodge Caliber R/T

Stephens City, VA

UnscoredInsufficient · 0
$3,900153,300 mi

Stephens City, VA

2006 Volkswagen Jetta Value Edition

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

2006 Volkswagen Jetta Value Edition

Stephens City, VA

UnscoredInsufficient · 0
$3,900167,400 mi

Stephens City, VA

2003 Ford F-150 Lariat

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

2003 Ford F-150 Lariat

Woodstock, VA

Unscored
$3,900219,179 mi

Comparison: 10 similar vehicles

Woodstock, 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

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Broadway, VA

Unscored
$3,950200,956 mi

Comparison: 5 similar vehicles

Broadway, VA

2006 Chrysler Sebring Base

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

2006 Chrysler Sebring Base

Mount Crawford, VA

UnscoredInsufficient · 0
$3,950110,977 mi

Mount Crawford, VA

2004 Toyota Matrix XR

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

2004 Toyota Matrix XR

Winchester, VA

UnscoredInsufficient · 0
$3,950186,285 mi

Winchester, VA

2003 Chevrolet Blazer LS

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

2003 Chevrolet Blazer LS

Nokesville, VA

UnscoredInsufficient · 0
$3,950117,853 mi

Nokesville, 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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