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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 10, 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

28,572 listings found

2011 Dodge Avenger Express

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

2011 Dodge Avenger Express

Midvale, UT

Salvage title
$1,100208,197 mi

Midvale, UT

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Midvale, UT

UnscoredInsufficient · 0
$1,300176,765 mi

Midvale, UT

2005 Jeep Liberty Limited

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

2005 Jeep Liberty Limited

South Salt Lake, UT

UnscoredInsufficient · 0
$1,500206,115 mi

South Salt Lake, UT

2011 Dodge Journey Mainstreet

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

2011 Dodge Journey Mainstreet

Murray, UT

UnscoredInsufficient · 0
$1,654237,966 mi

Murray, UT

2006 Scion xA Base

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

2006 Scion xA Base

Provo, UT

UnscoredInsufficient · 0
$1,799200,000 mi

Provo, UT

2003 Chrysler PT Cruiser LIMITED

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

2003 Chrysler PT Cruiser LIMITED

Murray, UT

UnscoredInsufficient · 0
$1,799250,123 mi

Murray, UT

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Murray, UT

Unscored
$1,800158,423 mi

Comparison: 10 similar vehicles

Murray, UT

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Lehi, UT

Salvage title
$1,899283,435 mi

Lehi, UT

2004 Ford F-150 FX4

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

2004 Ford F-150 FX4

Lindon, UT

UnscoredInsufficient · 0
$1,900277,489 mi

Lindon, UT

2013 Kia Soul +

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

2013 Kia Soul +

Midvale, UT

UnscoredInsufficient · 4
$1,990235,100 mi

Comparison: 4 similar vehicles

Midvale, UT

2010 Chevrolet Aveo 2LT

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

2010 Chevrolet Aveo 2LT

Midvale, UT

Salvage title
$1,990162,476 mi

Midvale, UT

2008 Mercedes-Benz R-Class R350

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

2008 Mercedes-Benz R-Class R350

Midvale, UT

UnscoredInsufficient · 0
$1,990Mileage not verified

Midvale, UT

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Orem, UT

UnscoredInsufficient · 0
$1,990213,505 mi

Orem, UT

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Midvale, UT

UnscoredInsufficient · 0
$1,990227,703 mi

Midvale, UT

No Photo

2003 Acura MDX Base

Orem, UT

UnscoredInsufficient · 0
$1,990197,678 mi

Orem, UT

2005 Subaru Outback I

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

2005 Subaru Outback I

Midvale, UT

UnscoredInsufficient · 0
$1,997261,704 mi

Midvale, UT

2000 Toyota Sienna LE

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

2000 Toyota Sienna LE

Provo, UT

UnscoredInsufficient · 0
$1,999275,953 mi

Provo, UT

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Murray, UT

UnscoredInsufficient · 0
$2,000237,949 mi

Murray, UT

2007 Subaru Impreza i Sport

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

2007 Subaru Impreza i Sport

Salt Lake City, UT

UnscoredInsufficient · 0
$2,000210,000 mi

Salt Lake City, UT

2004 Oldsmobile Alero GL1

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

2004 Oldsmobile Alero GL1

West Jordan, UT

UnscoredInsufficient · 0
$2,000Mileage not verified

West Jordan, UT

2003 Nissan Xterra XE

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

2003 Nissan Xterra XE

Orem, UT

UnscoredInsufficient · 0
$2,000272,652 mi

Orem, UT

2012 Volkswagen Passat S

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

2012 Volkswagen Passat S

Sandy, UT

UnscoredInsufficient · 0
$2,148238,065 mi

Sandy, UT

2003 Ford Focus SE

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

2003 Ford Focus SE

Midvale, UT

UnscoredInsufficient · 0
$2,390212,858 mi

Midvale, UT

2014 Kia Rio LX

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

2014 Kia Rio LX

Orem, UT

UnscoredInsufficient · 0
$2,395168,733 mi

Orem, UT

2002 Honda Accord VP

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

2002 Honda Accord VP

Provo, UT

UnscoredInsufficient · 0
$2,399211,660 mi

Provo, UT

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Midvale, UT

UnscoredInsufficient · 0
$2,400169,143 mi

Midvale, UT

2006 Mazda MAZDA3 I

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

2006 Mazda MAZDA3 I

Midvale, UT

UnscoredInsufficient · 0
$2,490210,050 mi

Midvale, UT

2005 Mazda Tribute s

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

2005 Mazda Tribute s

Orem, UT

UnscoredInsufficient · 0
$2,490199,260 mi

Orem, UT

2004 Pontiac Grand Prix GTP

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

2004 Pontiac Grand Prix GTP

Midvale, UT

UnscoredInsufficient · 0
$2,490Mileage not verified

Midvale, UT

1999 Toyota Camry LE

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

1999 Toyota Camry LE

Orem, UT

UnscoredInsufficient · 0
$2,490184,960 mi

Orem, UT

2011 Lincoln MKS Base

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

2011 Lincoln MKS Base

Midvale, UT

UnscoredInsufficient · 0
$2,495314,911 mi

Midvale, UT

2009 Nissan Altima S

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

2009 Nissan Altima S

Midvale, UT

UnscoredInsufficient · 0
$2,495196,219 mi

Midvale, UT

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Midvale, UT

Unscored
$2,495255,874 mi

Comparison: 6 similar vehicles

Midvale, UT

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Midvale, UT

UnscoredInsufficient · 0
$2,495247,245 mi

Midvale, UT

2005 BMW X5 4.4i

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

2005 BMW X5 4.4i

Lindon, UT

UnscoredInsufficient · 0
$2,495229,636 mi

Lindon, UT

2002 Mitsubishi Montero Sport XLS 4WD

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

2002 Mitsubishi Montero Sport XLS 4WD

Midvale, UT

UnscoredInsufficient · 0
$2,495183,968 mi

Midvale, UT

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Murray, UT

UnscoredInsufficient · 0
$2,500Mileage not verified

Murray, UT

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Draper, UT

UnscoredInsufficient · 0
$2,500171,815 mi

Draper, UT

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Murray, UT

Unscored
$2,500260,282 mi

Comparison: 6 similar vehicles

Murray, UT

No Photo

2011 Hyundai Elantra GLS

Orem, UT

Unscored
$2,500174,495 mi

Comparison: 5 similar vehicles

Orem, UT

2010 Nissan Altima S

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

2010 Nissan Altima S

Midvale, UT

UnscoredInsufficient · 4
$2,500122,207 mi

Comparison: 4 similar vehicles

Midvale, UT

2003 Lexus RX 300

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

2003 Lexus RX 300

Draper, UT

UnscoredInsufficient · 0
$2,500198,245 mi

Draper, UT

2009 Ford Focus SE

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

2009 Ford Focus SE

Salt Lake City, UT

UnscoredInsufficient · 0
$2,595185,357 mi

Salt Lake City, UT

2002 Toyota Avalon XL

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

2002 Toyota Avalon XL

Murray, UT

UnscoredInsufficient · 0
$2,595264,740 mi

Murray, UT

No Photo

2006 Toyota Sienna LE

Orem, UT

UnscoredInsufficient · 0
$2,600120,500 mi

Orem, UT

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Murray, UT

UnscoredInsufficient · 0
$2,660193,562 mi

Murray, UT

2005 Volvo XC90 Base

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

2005 Volvo XC90 Base

Midvale, UT

UnscoredInsufficient · 0
$2,690213,839 mi

Midvale, UT

2010 Honda Pilot LX

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

2010 Honda Pilot LX

Orem, UT

UnscoredInsufficient · 0
$2,695218,538 mi

Orem, UT

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Orem, UT

UnscoredInsufficient · 0
$2,695224,847 mi

Orem, UT

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Lehi, UT

UnscoredInsufficient · 0
$2,700196,747 mi

Lehi, UT

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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