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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 7, 2026

7.1M+

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

24,734 listings found

2014 Nissan Altima S

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

2014 Nissan Altima S

Burlington, VT

Unscored
$1,991178,621 mi

Comparison: 15 similar vehicles

Burlington, VT

2007 Toyota Corolla S

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

2007 Toyota Corolla S

Rutland, VT

Unscored
$1,995261,160 mi

Comparison: 5 similar vehicles

Rutland, VT

2009 Volvo S60

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

2009 Volvo S60

Burlington, VT

UnscoredInsufficient · 0
$2,000101,450 mi

Burlington, VT

1991 Ford Econoline

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

1991 Ford Econoline

West Rutland, VT

UnscoredInsufficient · 0
$2,49538,058 mi

West Rutland, VT

2012 Chevrolet Express Cargo Work Van

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

2012 Chevrolet Express Cargo Work Van

Pittsford, VT

Unscored
$2,950221,350 mi

Comparison: 13 similar vehicles

Pittsford, VT

2005 Honda CR-V LX

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

2005 Honda CR-V LX

West Rutland, VT

UnscoredInsufficient · 0
$2,995294,299 mi

West Rutland, VT

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Burlington, VT

UnscoredInsufficient · 4
$3,075211,715 mi

Comparison: 4 similar vehicles

Burlington, VT

2007 Suzuki SX4 Base

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

2007 Suzuki SX4 Base

Burlington, VT

UnscoredInsufficient · 0
$3,07586,920 mi

Burlington, VT

2016 Audi Q3 Premium Plus

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

2016 Audi Q3 Premium Plus

Saint Albans City, VT

Unscored
$3,449137,745 mi

Comparison: 10 similar vehicles

Saint Albans City, VT

2014 Nissan Versa Sedan S Plus

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

2014 Nissan Versa Sedan S Plus

Burlington, VT

UnscoredInsufficient · 0
$3,473126,978 mi

Burlington, VT

2007 Nissan Xterra SE

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

2007 Nissan Xterra SE

Rutland, VT

UnscoredInsufficient · 0
$3,495221,334 mi

Rutland, VT

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Lyndon, VT

Unscored
$3,50087,719 mi

Comparison: 22 similar vehicles

Lyndon, VT

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Burlington, VT

UnscoredInsufficient · 0
$3,575204,059 mi

Burlington, VT

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

Burlington, VT

UnscoredInsufficient · 0
$3,575210,594 mi

Burlington, VT

1999 Honda Accord LX

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

1999 Honda Accord LX

Burlington, VT

UnscoredInsufficient · 0
$3,689126,437 mi

Burlington, VT

2009 Jeep Patriot Sport

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

2009 Jeep Patriot Sport

Burlington, VT

UnscoredInsufficient · 3
$3,873109,059 mi

Comparison: 3 similar vehicles

Burlington, VT

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Lyndon, VT

Unscored
$3,900140,000 mi

Comparison: 14 similar vehicles

Lyndon, VT

2014 Ford Focus S

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

2014 Ford Focus S

Milton, VT

UnscoredInsufficient · 0
$3,950156,260 mi

Milton, VT

2008 Dodge Caliber SE

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

2008 Dodge Caliber SE

Burlington, VT

UnscoredInsufficient · 0
$3,950147,421 mi

Burlington, VT

2008 Ford Focus SE

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

2008 Ford Focus SE

Pittsford, VT

UnscoredInsufficient · 3
$3,950101,500 mi

Comparison: 3 similar vehicles

Pittsford, VT

2007 Subaru Legacy I Limited

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

2007 Subaru Legacy I Limited

Burlington, VT

UnscoredInsufficient · 0
$3,973138,013 mi

Burlington, VT

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Rutland, VT

Unscored
$3,991189,514 mi

Comparison: 6 similar vehicles

Rutland, VT

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Burlington, VT

UnscoredInsufficient · 0
$3,994134,643 mi

Burlington, VT

2014 Ford Escape SE

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

2014 Ford Escape SE

West Rutland, VT

Unscored
$3,995244,805 mi

Comparison: 60 similar vehicles

West Rutland, VT

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

West Rutland, VT

Unscored
$3,995187,049 mi

Comparison: 14 similar vehicles

West Rutland, VT

2013 Kia Soul Base

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

2013 Kia Soul Base

West Rutland, VT

Fair PriceModerate · 21
$3,995108,305 mi

Market: $3,900 – $8,500

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

West Rutland, VT

2012 Kia Forte EX

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

2012 Kia Forte EX

West Rutland, VT

Unscored
$3,995161,058 mi

Comparison: 5 similar vehicles

West Rutland, VT

2011 Dodge Nitro SE

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

2011 Dodge Nitro SE

West Rutland, VT

UnscoredInsufficient · 0
$3,995161,847 mi

West Rutland, VT

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

West Rutland, VT

Unscored
$3,995162,824 mi

Comparison: 22 similar vehicles

West Rutland, VT

2011 Nissan Murano SV

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

2011 Nissan Murano SV

West Rutland, VT

UnscoredInsufficient · 0
$3,995172,980 mi

West Rutland, VT

2010 Subaru Forester X

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

2010 Subaru Forester X

West Rutland, VT

Unscored
$3,995144,268 mi

Comparison: 22 similar vehicles

West Rutland, VT

2009 Suzuki Equator Sport

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

2009 Suzuki Equator Sport

West Rutland, VT

UnscoredInsufficient · 0
$3,995156,905 mi

West Rutland, VT

2009 Volkswagen Tiguan SE

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

2009 Volkswagen Tiguan SE

West Rutland, VT

UnscoredInsufficient · 3
$3,995186,420 mi

Comparison: 3 similar vehicles

West Rutland, VT

2008 Ford Edge Limited

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

2008 Ford Edge Limited

West Rutland, VT

UnscoredInsufficient · 0
$3,995205,187 mi

West Rutland, VT

2008 Buick LaCrosse CXL

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

2008 Buick LaCrosse CXL

West Rutland, VT

UnscoredInsufficient · 0
$3,995160,322 mi

West Rutland, VT

2007 Honda Accord EX

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

2007 Honda Accord EX

West Rutland, VT

Unscored
$3,995145,297 mi

Comparison: 10 similar vehicles

West Rutland, VT

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

West Rutland, VT

Unscored
$3,995198,328 mi

Comparison: 8 similar vehicles

West Rutland, VT

2005 Ford Explorer Sport Trac XLT

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

2005 Ford Explorer Sport Trac XLT

West Rutland, VT

UnscoredInsufficient · 0
$3,995Mileage not verified

West Rutland, VT

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Rutland, VT

Unscored
$3,995211,614 mi

Comparison: 5 similar vehicles

Rutland, VT

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

West Rutland, VT

UnscoredInsufficient · 0
$3,995133,398 mi

West Rutland, VT

2003 Buick Century Custom

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

2003 Buick Century Custom

West Rutland, VT

UnscoredInsufficient · 0
$3,99594,540 mi

West Rutland, VT

2001 Ford F-150 XL

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

2001 Ford F-150 XL

South Burlington, VT

UnscoredInsufficient · 0
$4,000213,302 mi

South Burlington, VT

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Burlington, VT

Unscored
$4,191303,673 mi

Comparison: 29 similar vehicles

Burlington, VT

2014 MINI Countryman

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

2014 MINI Countryman

Bennington, VT

UnscoredInsufficient · 0
$4,200130,381 mi

Bennington, VT

2012 Jeep Compass Sport

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

2012 Jeep Compass Sport

Rutland, VT

UnscoredInsufficient · 4
$4,491114,412 mi

Comparison: 4 similar vehicles

Rutland, VT

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Pownal, VT

Fair PriceModerate · 21
$4,495102,313 mi

Market: $2,100 – $7,999

Comparison: 21 similar vehicles

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

Pownal, VT

2010 Honda CR-V EX

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

2010 Honda CR-V EX

Rutland, VT

Unscored
$4,497191,772 mi

Comparison: 21 similar vehicles

Rutland, VT

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Burlington, VT

Unscored
$4,500186,791 mi

Comparison: 20 similar vehicles

Burlington, VT

2006 Toyota 4Runner Sport

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

2006 Toyota 4Runner Sport

Burlington, VT

UnscoredInsufficient · 0
$4,575147,236 mi

Burlington, VT

2017 Ford Edge SEL

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

2017 Ford Edge SEL

West Rutland, VT

Unscored
$4,995230,640 mi

Comparison: 73 similar vehicles

West Rutland, VT

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 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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