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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 12, 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

2,983 listings found

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Kenosha, WI

Unscored
$2,950189,302 mi

Comparison: 23 similar vehicles

Kenosha, WI

2007 Dodge Caliber SXT

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

2007 Dodge Caliber SXT

Kenosha, WI

Unscored
$2,995214,810 mi

Comparison: 17 similar vehicles

Kenosha, WI

2004 Toyota 4Runner Limited

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

2004 Toyota 4Runner Limited

Kenosha, WI

UnscoredInsufficient · 3
$3,000Mileage not verified

Comparison: 3 similar vehicles

Kenosha, WI

2003 Chevrolet Malibu LS

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

2003 Chevrolet Malibu LS

Kenosha, WI

UnscoredInsufficient · 0
$3,295166,829 mi

Kenosha, WI

2009 Nissan Murano LE

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

2009 Nissan Murano LE

Kenosha, WI

UnscoredInsufficient · 3
$3,495192,922 mi

Comparison: 3 similar vehicles

Kenosha, WI

2006 Buick Rendezvous CX

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

2006 Buick Rendezvous CX

Kenosha, WI

Unscored
$3,495178,398 mi

Comparison: 15 similar vehicles

Kenosha, WI

2004 Acura TL Base

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

2004 Acura TL Base

Kenosha, WI

Unscored
$3,495199,800 mi

Comparison: 14 similar vehicles

Kenosha, WI

1995 Saturn SL1

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

1995 Saturn SL1

Kenosha, WI

UnscoredInsufficient · 0
$3,49587,298 mi

Kenosha, WI

2010 Ford Focus SE

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

2010 Ford Focus SE

Kenosha, WI

Unscored
$3,695159,537 mi

Comparison: 18 similar vehicles

Kenosha, WI

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Kenosha, WI

Unscored
$3,800164,392 mi

Comparison: 10 similar vehicles

Kenosha, WI

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Kenosha, WI

Unscored
$3,895223,457 mi

Comparison: 10 similar vehicles

Kenosha, WI

2014 RAM Cargo Van Tradesman

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

2014 RAM Cargo Van Tradesman

Kenosha, WI

Unscored
$3,950153,289 mi

Comparison: 7 similar vehicles

Kenosha, WI

2013 Kia Soul +

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

2013 Kia Soul +

Kenosha, WI

Unscored
$3,995172,746 mi

Comparison: 10 similar vehicles

Kenosha, WI

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Kenosha, WI

UnscoredInsufficient · 3
$3,995173,998 mi

Comparison: 3 similar vehicles

Kenosha, WI

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Kenosha, WI

Unscored
$3,995160,208 mi

Comparison: 33 similar vehicles

Kenosha, WI

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Kenosha, WI

Unscored
$3,995176,000 mi

Comparison: 12 similar vehicles

Kenosha, WI

2009 Mercury Milan Premier

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

2009 Mercury Milan Premier

Kenosha, WI

Unscored
$3,995219,739 mi

Comparison: 5 similar vehicles

Kenosha, WI

2006 Chevrolet Impala LS

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

2006 Chevrolet Impala LS

Kenosha, WI

Unscored
$3,995136,606 mi

Comparison: 10 similar vehicles

Kenosha, WI

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Kenosha, WI

Unscored
$3,995200,488 mi

Comparison: 6 similar vehicles

Kenosha, WI

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Kenosha, WI

UnscoredInsufficient · 0
$3,995141,219 mi

Kenosha, WI

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Kenosha, WI

Unscored
$4,195181,548 mi

Comparison: 30 similar vehicles

Kenosha, WI

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Kenosha, WI

Unscored
$4,295154,130 mi

Comparison: 12 similar vehicles

Kenosha, WI

2009 Suzuki SX4 Sport LE

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

2009 Suzuki SX4 Sport LE

Kenosha, WI

UnscoredInsufficient · 0
$4,295112,077 mi

Kenosha, WI

2010 Ford Focus SE

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

2010 Ford Focus SE

Kenosha, WI

Fair PriceLimited · 17
$4,437117,562 mi

Market: $2,164 – $6,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Kenosha, WI

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Kenosha, WI

Unscored
$4,495175,905 mi

Comparison: 5 similar vehicles

Kenosha, WI

2009 Dodge Journey SE

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

2009 Dodge Journey SE

Kenosha, WI

UnscoredInsufficient · 0
$4,495132,975 mi

Kenosha, WI

2006 Chevrolet TrailBlazer LT

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

2006 Chevrolet TrailBlazer LT

Kenosha, WI

UnscoredInsufficient · 4
$4,495131,534 mi

Comparison: 4 similar vehicles

Kenosha, WI

2005 Ford Escape Limited

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

2005 Ford Escape Limited

Kenosha, WI

UnscoredInsufficient · 0
$4,495132,704 mi

Kenosha, WI

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Kenosha, WI

Unscored
$4,495172,501 mi

Comparison: 17 similar vehicles

Kenosha, WI

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Kenosha, WI

Unscored
$4,495185,407 mi

Comparison: 7 similar vehicles

Kenosha, WI

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Kenosha, WI

Unscored
$4,500110,368 mi

Comparison: 9 similar vehicles

Kenosha, WI

2012 Nissan Versa S

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

2012 Nissan Versa S

Kenosha, WI

OverpricedLimited · 16
$4,900142,105 mi

Market: $2,998 – $3,036

Comparison: 16 similar vehicles

Priced ~61% above the typical market range for similar vehicles (based on current market benchmarks)

Kenosha, WI

2018 Kia Optima LX

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

2018 Kia Optima LX

Kenosha, WI

Unscored
$4,916201,156 mi

Comparison: 10 similar vehicles

Kenosha, WI

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Kenosha, WI

Unscored
$4,990204,237 mi

Comparison: 16 similar vehicles

Kenosha, WI

2015 Nissan Quest SV

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

2015 Nissan Quest SV

Kenosha, WI

UnscoredInsufficient · 0
$4,995173,952 mi

Kenosha, WI

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Kenosha, WI

Unscored
$4,995214,561 mi

Comparison: 10 similar vehicles

Kenosha, WI

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Kenosha, WI

UnscoredInsufficient · 3
$4,995252,540 mi

Comparison: 3 similar vehicles

Kenosha, WI

2013 Nissan Sentra SL

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

2013 Nissan Sentra SL

Kenosha, WI

UnscoredInsufficient · 3
$4,995166,258 mi

Comparison: 3 similar vehicles

Kenosha, WI

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Kenosha, WI

UnscoredInsufficient · 4
$4,995166,436 mi

Comparison: 4 similar vehicles

Kenosha, WI

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Kenosha, WI

UnscoredInsufficient · 4
$4,995161,517 mi

Comparison: 4 similar vehicles

Kenosha, WI

2011 Cadillac CTS Base

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

2011 Cadillac CTS Base

Kenosha, WI

UnscoredInsufficient · 0
$4,995204,799 mi

Kenosha, WI

2009 Nissan Altima S

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

2009 Nissan Altima S

Kenosha, WI

Unscored
$4,995134,333 mi

Comparison: 20 similar vehicles

Kenosha, WI

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Kenosha, WI

Unscored
$4,995230,053 mi

Comparison: 6 similar vehicles

Kenosha, WI

2001 Acura CL Type S

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

2001 Acura CL Type S

Kenosha, WI

UnscoredInsufficient · 0
$4,995137,325 mi

Kenosha, WI

2007 Toyota Highlander Hybrid

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

2007 Toyota Highlander Hybrid

Kenosha, WI

UnscoredInsufficient · 0
$4,999213,135 mi

Kenosha, WI

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Kenosha, WI

Unscored
$5,495148,688 mi

Comparison: 7 similar vehicles

Kenosha, WI

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Kenosha, WI

Unscored
$5,495140,164 mi

Comparison: 9 similar vehicles

Kenosha, WI

2014 RAM Cargo Van Tradesman

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

2014 RAM Cargo Van Tradesman

Kenosha, WI

Unscored
$5,499152,123 mi

Comparison: 7 similar vehicles

Kenosha, WI

2011 GMC Acadia SLE

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

2011 GMC Acadia SLE

Kenosha, WI

Unscored
$5,499151,917 mi

Comparison: 5 similar vehicles

Kenosha, WI

2008 Acura MDX Base

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

2008 Acura MDX Base

Kenosha, WI

UnscoredInsufficient · 4
$5,499166,560 mi

Comparison: 4 similar vehicles

Kenosha, 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 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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