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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 5, 2026

6.8M+

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

7,167 listings found

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Hudson, WI

UnscoredInsufficient · 3
$4,588212,255 mi

Comparison: 3 similar vehicles

Hudson, WI

2011 Jeep Patriot Latitude X

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

2011 Jeep Patriot Latitude X

Hudson, WI

UnscoredInsufficient · 0
$4,688174,435 mi

Hudson, WI

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Hudson, WI

UnscoredInsufficient · 3
$4,688145,877 mi

Comparison: 3 similar vehicles

Hudson, WI

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

Hudson, WI

UnscoredInsufficient · 3
$4,975231,949 mi

Comparison: 3 similar vehicles

Hudson, WI

2014 Mitsubishi Outlander Sport ES

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

2014 Mitsubishi Outlander Sport ES

Hudson, WI

UnscoredInsufficient · 0
$4,988150,086 mi

Hudson, WI

2011 Subaru Legacy 2.5i

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

2011 Subaru Legacy 2.5i

Hudson, WI

UnscoredInsufficient · 0
$5,250204,411 mi

Hudson, WI

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Hudson, WI

UnscoredInsufficient · 3
$5,250300,818 mi

Comparison: 3 similar vehicles

Hudson, WI

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Hudson, WI

Unscored
$5,388124,052 mi

Comparison: 5 similar vehicles

Hudson, WI

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Hudson, WI

Unscored
$5,788129,872 mi

Comparison: 5 similar vehicles

Hudson, WI

2009 Toyota Sienna XLE

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

2009 Toyota Sienna XLE

Hudson, WI

UnscoredInsufficient · 0
$5,888204,529 mi

Hudson, WI

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Hudson, WI

UnscoredInsufficient · 3
$6,127125,780 mi

Comparison: 3 similar vehicles

Hudson, WI

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Hudson, WI

UnscoredInsufficient · 0
$6,349175,552 mi

Hudson, WI

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Hudson, WI

UnscoredInsufficient · 4
$6,349188,641 mi

Comparison: 4 similar vehicles

Hudson, WI

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Hudson, WI

UnscoredInsufficient · 0
$6,375196,250 mi

Hudson, WI

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Hudson, WI

UnscoredInsufficient · 0
$6,388113,382 mi

Hudson, WI

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Hudson, WI

UnscoredInsufficient · 4
$6,473221,010 mi

Comparison: 4 similar vehicles

Hudson, WI

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Hudson, WI

Unscored
$6,750218,762 mi

Comparison: 8 similar vehicles

Hudson, WI

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Hudson, WI

Unscored
$6,988119,059 mi

Comparison: 5 similar vehicles

Hudson, WI

2014 Volkswagen Jetta SportWagen S

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

2014 Volkswagen Jetta SportWagen S

Hudson, WI

UnscoredInsufficient · 0
$6,990152,163 mi

Hudson, WI

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Hudson, WI

UnscoredInsufficient · 4
$7,000150,704 mi

Comparison: 4 similar vehicles

Hudson, WI

2007 INFINITI FX 35

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

2007 INFINITI FX 35

Hudson, WI

UnscoredInsufficient · 0
$7,00098,380 mi

Hudson, WI

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Hudson, WI

Fair PriceLimited · 12
$7,24979,723 mi

Market: $3,995 – $8,330

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Hudson, WI

2016 Chevrolet Spark LS

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

2016 Chevrolet Spark LS

Hudson, WI

UnscoredInsufficient · 0
$7,25098,452 mi

Hudson, WI

2014 FIAT 500L Trekking

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

2014 FIAT 500L Trekking

Hudson, WI

UnscoredInsufficient · 0
$7,250100,773 mi

Hudson, WI

2010 Honda Insight LX

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

2010 Honda Insight LX

Hudson, WI

UnscoredInsufficient · 0
$7,250142,279 mi

Hudson, WI

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Hudson, WI

UnscoredInsufficient · 0
$7,34088,803 mi

Hudson, WI

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Hudson, WI

UnscoredInsufficient · 3
$7,345184,313 mi

Comparison: 3 similar vehicles

Hudson, WI

2013 Kia Optima EX

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

2013 Kia Optima EX

Hudson, WI

UnscoredInsufficient · 0
$7,347134,086 mi

Hudson, WI

2015 Volkswagen Passat SE

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

2015 Volkswagen Passat SE

Hudson, WI

Unscored
$7,348161,215 mi

Comparison: 9 similar vehicles

Hudson, WI

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Hudson, WI

UnscoredInsufficient · 3
$7,348140,053 mi

Comparison: 3 similar vehicles

Hudson, WI

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Hudson, WI

UnscoredInsufficient · 4
$7,349104,338 mi

Comparison: 4 similar vehicles

Hudson, WI

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Hudson, WI

Unscored
$7,597125,779 mi

Comparison: 8 similar vehicles

Hudson, WI

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

Hudson, WI

Unscored
$7,850147,568 mi

Comparison: 15 similar vehicles

Hudson, WI

2016 Ford Escape SE

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

2016 Ford Escape SE

Hudson, WI

Fair PriceLimited · 14
$8,035116,732 mi

Market: $2,615 – $12,345

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Hudson, WI

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Hudson, WI

UnscoredInsufficient · 3
$8,250130,474 mi

Comparison: 3 similar vehicles

Hudson, WI

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Hudson, WI

Unscored
$8,250161,094 mi

Comparison: 5 similar vehicles

Hudson, WI

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Hudson, WI

Unscored
$8,250143,123 mi

Comparison: 5 similar vehicles

Hudson, WI

2012 Mazda MAZDA5 Grand Touring

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

2012 Mazda MAZDA5 Grand Touring

Hudson, WI

UnscoredInsufficient · 0
$8,250128,952 mi

Hudson, WI

2006 Nissan Murano SL

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

2006 Nissan Murano SL

Hudson, WI

UnscoredInsufficient · 0
$8,250155,955 mi

Hudson, WI

2014 Ford Taurus SEL

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

2014 Ford Taurus SEL

Hudson, WI

UnscoredInsufficient · 0
$8,345128,222 mi

Hudson, WI

2014 Nissan Altima S

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

2014 Nissan Altima S

Hudson, WI

Unscored
$8,347112,199 mi

Comparison: 9 similar vehicles

Hudson, WI

2015 Nissan Altima S

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

2015 Nissan Altima S

Hudson, WI

UnscoredInsufficient · 3
$8,348114,129 mi

Comparison: 3 similar vehicles

Hudson, WI

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Hudson, WI

UnscoredInsufficient · 3
$8,35091,364 mi

Comparison: 3 similar vehicles

Hudson, WI

2008 Toyota Camry SE

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

2008 Toyota Camry SE

Hudson, WI

UnscoredInsufficient · 0
$8,845124,048 mi

Hudson, WI

2012 Kia Sportage EX

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

2012 Kia Sportage EX

Hudson, WI

UnscoredInsufficient · 0
$8,847123,645 mi

Hudson, WI

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Hudson, WI

UnscoredInsufficient · 0
$8,850127,445 mi

Hudson, WI

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Hudson, WI

Fair PriceLimited · 16
$8,963116,410 mi

Market: $4,499 – $13,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Hudson, WI

2011 Cadillac DTS Premium Collection

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

2011 Cadillac DTS Premium Collection

Hudson, WI

UnscoredInsufficient · 0
$9,25089,238 mi

Hudson, WI

2010 Subaru Impreza 2.5i Premium

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

2010 Subaru Impreza 2.5i Premium

Hudson, WI

UnscoredInsufficient · 0
$9,250113,765 mi

Hudson, WI

2014 Mazda CX-5 Touring

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

2014 Mazda CX-5 Touring

Hudson, WI

Unscored
$9,325186,884 mi

Comparison: 6 similar vehicles

Hudson, WI

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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