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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 1, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

1,385 listings found

2011 Chevrolet HHR LS

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

2011 Chevrolet HHR LS

Elk River, MN

UnscoredInsufficient · 0
$1,495Mileage not verified

Elk River, MN

2004 Lincoln Navigator Luxury

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

2004 Lincoln Navigator Luxury

Elk River, MN

UnscoredInsufficient · 0
$1,500305,159 mi

Elk River, MN

No Photo

2006 Honda Odyssey LX

Elk River, MN

UnscoredInsufficient · 0
$1,995230,466 mi

Elk River, MN

2001 Toyota Sequoia Limited

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

2001 Toyota Sequoia Limited

Elk River, MN

UnscoredInsufficient · 0
$2,500278,263 mi

Elk River, MN

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Elk River, MN

UnscoredInsufficient · 0
$2,995191,025 mi

Elk River, MN

No Photo

2009 Saturn VUE XR

Elk River, MN

UnscoredInsufficient · 0
$2,995179,796 mi

Elk River, MN

2012 Nissan Murano LE

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

2012 Nissan Murano LE

Elk River, MN

UnscoredInsufficient · 0
$2,999214,126 mi

Elk River, MN

2003 Mazda Tribute LX

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

2003 Mazda Tribute LX

Elk River, MN

UnscoredInsufficient · 0
$2,999228,939 mi

Elk River, MN

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Elk River, MN

UnscoredInsufficient · 3
$3,495164,389 mi

Comparison: 3 similar vehicles

Elk River, MN

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Elk River, MN

UnscoredInsufficient · 0
$3,495175,365 mi

Elk River, MN

2008 Chevrolet Malibu LTZ

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

2008 Chevrolet Malibu LTZ

Elk River, MN

UnscoredInsufficient · 0
$3,700204,451 mi

Elk River, MN

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Elk River, MN

UnscoredInsufficient · 3
$3,995222,397 mi

Comparison: 3 similar vehicles

Elk River, MN

2013 Hyundai Veloster Base

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

2013 Hyundai Veloster Base

Elk River, MN

UnscoredInsufficient · 0
$3,995170,632 mi

Elk River, MN

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Elk River, MN

UnscoredInsufficient · 3
$3,995211,651 mi

Comparison: 3 similar vehicles

Elk River, MN

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Elk River, MN

UnscoredInsufficient · 0
$3,995183,998 mi

Elk River, MN

2008 Honda Accord EX

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

2008 Honda Accord EX

Elk River, MN

UnscoredInsufficient · 0
$3,995177,716 mi

Elk River, MN

2005 Toyota RAV4 Base

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

2005 Toyota RAV4 Base

Elk River, MN

UnscoredInsufficient · 0
$3,995165,687 mi

Elk River, MN

2009 Honda Civic LX

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

2009 Honda Civic LX

Elk River, MN

UnscoredInsufficient · 0
$4,495145,884 mi

Elk River, MN

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Elk River, MN

UnscoredInsufficient · 3
$4,499233,590 mi

Comparison: 3 similar vehicles

Elk River, MN

2009 Pontiac Torrent Base

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

2009 Pontiac Torrent Base

Elk River, MN

UnscoredInsufficient · 0
$4,500142,724 mi

Elk River, MN

2003 Ford Taurus SEL Deluxe

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

2003 Ford Taurus SEL Deluxe

Elk River, MN

UnscoredInsufficient · 0
$4,500115,710 mi

Elk River, MN

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Elk River, MN

UnscoredInsufficient · 0
$4,850125,126 mi

Elk River, MN

No Photo

2014 Chevrolet Equinox 1LT

Elk River, MN

Unscored
$4,99567,805 mi

Comparison: 5 similar vehicles

Elk River, MN

2014 Volkswagen Jetta TDI

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

2014 Volkswagen Jetta TDI

Elk River, MN

UnscoredInsufficient · 0
$4,995147,760 mi

Elk River, MN

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Elk River, MN

Unscored
$4,995196,440 mi

Comparison: 8 similar vehicles

Elk River, MN

2011 Ford F-150 FX4

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

2011 Ford F-150 FX4

Elk River, MN

UnscoredInsufficient · 3
$4,995205,518 mi

Comparison: 3 similar vehicles

Elk River, MN

2009 GMC Sierra 1500 Denali

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

2009 GMC Sierra 1500 Denali

Elk River, MN

UnscoredInsufficient · 0
$4,995200,128 mi

Elk River, MN

2008 Lexus IS 250

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

2008 Lexus IS 250

Elk River, MN

UnscoredInsufficient · 0
$4,995179,120 mi

Elk River, MN

2007 Lexus ES 350

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

2007 Lexus ES 350

Elk River, MN

UnscoredInsufficient · 3
$4,995173,238 mi

Comparison: 3 similar vehicles

Elk River, MN

No Photo

2007 BMW 3 Series 328xi

Elk River, MN

UnscoredInsufficient · 0
$4,995153,560 mi

Elk River, MN

2006 Cadillac CTS 2.8

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

2006 Cadillac CTS 2.8

Elk River, MN

UnscoredInsufficient · 0
$4,995175,886 mi

Elk River, MN

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Elk River, MN

Unscored
$4,995115,550 mi

Comparison: 5 similar vehicles

Elk River, MN

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Elk River, MN

Unscored
$4,999193,668 mi

Comparison: 15 similar vehicles

Elk River, MN

2012 Ford Focus SE

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

2012 Ford Focus SE

Elk River, MN

Salvage title
$5,195138,500 mi

Elk River, MN

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Elk River, MN

Unscored
$5,349188,507 mi

Comparison: 7 similar vehicles

Elk River, MN

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Elk River, MN

Unscored
$5,495164,828 mi

Comparison: 7 similar vehicles

Elk River, MN

2015 Volkswagen Passat S

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

2015 Volkswagen Passat S

Elk River, MN

UnscoredInsufficient · 0
$5,499175,383 mi

Elk River, MN

2012 Honda Accord SE

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

2012 Honda Accord SE

Elk River, MN

UnscoredInsufficient · 4
$5,499217,785 mi

Comparison: 4 similar vehicles

Elk River, MN

2008 Acura MDX Base

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

2008 Acura MDX Base

Elk River, MN

UnscoredInsufficient · 0
$5,499208,364 mi

Elk River, MN

2007 Jeep Grand Cherokee Limited

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

2007 Jeep Grand Cherokee Limited

Elk River, MN

Salvage title
$5,900254,947 mi

Elk River, MN

2019 Hyundai Ioniq Blue

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

2019 Hyundai Ioniq Blue

Elk River, MN

UnscoredInsufficient · 0
$5,995148,442 mi

Elk River, MN

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Elk River, MN

Unscored
$5,995196,779 mi

Comparison: 6 similar vehicles

Elk River, MN

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Elk River, MN

Unscored
$5,995184,335 mi

Comparison: 8 similar vehicles

Elk River, MN

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Elk River, MN

UnscoredInsufficient · 0
$5,995120,241 mi

Elk River, MN

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Elk River, MN

Unscored
$5,995189,610 mi

Comparison: 13 similar vehicles

Elk River, MN

No Photo

2009 Toyota Corolla S

Elk River, MN

UnscoredInsufficient · 0
$5,995174,529 mi

Elk River, MN

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Elk River, MN

Unscored
$5,995168,783 mi

Comparison: 16 similar vehicles

Elk River, MN

2006 Ford F-250 Super Duty Lariat

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

2006 Ford F-250 Super Duty Lariat

Elk River, MN

UnscoredInsufficient · 0
$5,995193,082 mi

Elk River, MN

2010 Dodge Grand Caravan SE

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

2010 Dodge Grand Caravan SE

Elk River, MN

Salvage title
$5,999155,270 mi

Elk River, MN

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Elk River, MN

Unscored
$5,999208,765 mi

Comparison: 5 similar vehicles

Elk River, MN

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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