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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

2,804 listings found

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

2006 Pontiac G6 GT

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

2006 Pontiac G6 GT

Winchester, VA

UnscoredInsufficient · 0
$2,900191,821 mi

Winchester, 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: 6 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

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

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
$3,398171,268 mi

Comparison: 5 similar vehicles

Winchester, VA

2014 Hyundai Accent GS

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

2014 Hyundai Accent GS

Winchester, VA

Unscored
$3,498187,175 mi

Comparison: 8 similar vehicles

Winchester, 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: 11 similar vehicles

Winchester, 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

UnscoredInsufficient · 3
$3,499167,435 mi

Comparison: 3 similar vehicles

Winchester, VA

2014 Ford Focus S

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

2014 Ford Focus S

Winchester, VA

Unscored
$3,600318,897 mi

Comparison: 13 similar vehicles

Winchester, VA

2005 Toyota Camry

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

2005 Toyota Camry

Winchester, VA

UnscoredInsufficient · 0
$3,950218,466 mi

Winchester, 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

2013 Ford Escape SE

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

2013 Ford Escape SE

Winchester, VA

Unscored
$3,999178,377 mi

Comparison: 5 similar vehicles

Winchester, VA

No Photo

2011 Subaru Outback 3.6R Limited

Winchester, VA

UnscoredInsufficient · 3
$3,999223,798 mi

Comparison: 3 similar vehicles

Winchester, VA

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Winchester, VA

Unscored
$3,999230,951 mi

Comparison: 18 similar vehicles

Winchester, VA

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Winchester, VA

Unscored
$3,999148,765 mi

Comparison: 11 similar vehicles

Winchester, VA

2006 Volvo XC90 2.5T

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

2006 Volvo XC90 2.5T

Winchester, VA

UnscoredInsufficient · 0
$3,999127,350 mi

Winchester, VA

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Winchester, VA

UnscoredInsufficient · 0
$3,999165,866 mi

Winchester, VA

2002 Subaru Forester S

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

2002 Subaru Forester S

Winchester, VA

UnscoredInsufficient · 0
$3,999134,515 mi

Winchester, VA

1997 Toyota Camry LE

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

1997 Toyota Camry LE

Winchester, VA

UnscoredInsufficient · 0
$3,999173,700 mi

Winchester, VA

2013 Kia Soul +

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

2013 Kia Soul +

Winchester, VA

Unscored
$4,499134,991 mi

Comparison: 23 similar vehicles

Winchester, VA

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Winchester, VA

Unscored
$4,499180,269 mi

Comparison: 37 similar vehicles

Winchester, VA

2006 Toyota Highlander Sport

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

2006 Toyota Highlander Sport

Winchester, VA

UnscoredInsufficient · 0
$4,499198,892 mi

Winchester, VA

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

Winchester, VA

Unscored
$4,500183,500 mi

Comparison: 16 similar vehicles

Winchester, VA

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Winchester, VA

Unscored
$4,500265,000 mi

Comparison: 8 similar vehicles

Winchester, VA

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Winchester, VA

Unscored
$4,550124,035 mi

Comparison: 12 similar vehicles

Winchester, VA

2015 Nissan Sentra SL

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

2015 Nissan Sentra SL

Winchester, VA

UnscoredInsufficient · 3
$4,898139,399 mi

Comparison: 3 similar vehicles

Winchester, VA

2008 Ford Focus SES

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

2008 Ford Focus SES

Winchester, VA

UnscoredInsufficient · 0
$4,898217,623 mi

Winchester, VA

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Winchester, VA

Unscored
$4,950122,593 mi

Comparison: 31 similar vehicles

Winchester, VA

No Photo

2003 Toyota Echo Base

Winchester, VA

UnscoredInsufficient · 0
$4,950138,001 mi

Winchester, VA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Winchester, VA

Unscored
$4,995123,730 mi

Comparison: 7 similar vehicles

Winchester, VA

2008 Cadillac DTS 1SD

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

2008 Cadillac DTS 1SD

Winchester, VA

UnscoredInsufficient · 4
$4,995110,589 mi

Comparison: 4 similar vehicles

Winchester, VA

1998 Toyota Camry CE

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

1998 Toyota Camry CE

Winchester, VA

UnscoredInsufficient · 0
$4,995109,823 mi

Winchester, VA

2011 Nissan Versa S

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

2011 Nissan Versa S

Winchester, VA

Fair PriceModerate · 23
$4,998116,428 mi

Market: $3,295 – $8,488

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Winchester, VA

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Winchester, VA

Unscored
$4,999151,214 mi

Comparison: 13 similar vehicles

Winchester, VA

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Winchester, VA

Unscored
$4,999186,144 mi

Comparison: 36 similar vehicles

Winchester, VA

2013 Honda CR-V EX

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

2013 Honda CR-V EX

Winchester, VA

Unscored
$4,999219,686 mi

Comparison: 71 similar vehicles

Winchester, VA

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Winchester, VA

Unscored
$4,999155,122 mi

Comparison: 7 similar vehicles

Winchester, VA

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Winchester, VA

Unscored
$4,999141,332 mi

Comparison: 17 similar vehicles

Winchester, VA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Winchester, VA

Unscored
$4,999184,000 mi

Comparison: 26 similar vehicles

Winchester, VA

2007 Ford Expedition XLT

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

2007 Ford Expedition XLT

Winchester, VA

UnscoredInsufficient · 3
$4,999151,999 mi

Comparison: 3 similar vehicles

Winchester, VA

2007 Toyota Yaris Base

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

2007 Toyota Yaris Base

Winchester, VA

UnscoredInsufficient · 4
$4,999126,066 mi

Comparison: 4 similar vehicles

Winchester, VA

No Photo

2007 Toyota Highlander

Winchester, VA

UnscoredInsufficient · 0
$4,999199,575 mi

Winchester, VA

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Winchester, VA

UnscoredInsufficient · 4
$4,999162,705 mi

Comparison: 4 similar vehicles

Winchester, VA

2005 Honda Accord DX

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

2005 Honda Accord DX

Winchester, VA

UnscoredInsufficient · 0
$4,999102,689 mi

Winchester, VA

2004 Cadillac CTS Base

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

2004 Cadillac CTS Base

Winchester, VA

UnscoredInsufficient · 0
$4,999125,461 mi

Winchester, VA

2000 Toyota Camry LE

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

2000 Toyota Camry LE

Winchester, VA

UnscoredInsufficient · 3
$4,999152,725 mi

Comparison: 3 similar vehicles

Winchester, VA

2010 Volkswagen CC VR6 4Motion

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

2010 Volkswagen CC VR6 4Motion

Winchester, VA

UnscoredInsufficient · 0
$5,200121,251 mi

Winchester, VA

2003 BMW 5 Series 525i

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

2003 BMW 5 Series 525i

Winchester, VA

UnscoredInsufficient · 0
$5,200143,117 mi

Winchester, VA

2018 Ford Escape SE

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

2018 Ford Escape SE

Winchester, VA

Unscored
$5,29895,227 mi

Comparison: 11 similar vehicles

Winchester, 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.
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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