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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 8, 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

7,519 listings found

2006 GMC Sierra 1500 SLE1

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

2006 GMC Sierra 1500 SLE1

Colfax, WI

UnscoredInsufficient · 0
$1,999288,918 mi

Colfax, WI

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Eau Claire, WI

Unscored
$2,250181,950 mi

Comparison: 37 similar vehicles

Eau Claire, WI

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Eau Claire, WI

UnscoredInsufficient · 0
$2,399187,815 mi

Eau Claire, WI

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Mondovi, WI

UnscoredInsufficient · 0
$2,500229,000 mi

Mondovi, WI

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Eau Claire, WI

UnscoredInsufficient · 0
$2,998238,556 mi

Eau Claire, WI

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Rice Lake, WI

Unscored
$2,999268,827 mi

Comparison: 9 similar vehicles

Rice Lake, WI

2010 Subaru Outback I Limited

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

2010 Subaru Outback I Limited

Eau Claire, WI

UnscoredInsufficient · 0
$2,999270,818 mi

Eau Claire, WI

2012 Ford Explorer Base

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

2012 Ford Explorer Base

Eau Claire, WI

Unscored
$3,000223,363 mi

Comparison: 5 similar vehicles

Eau Claire, WI

2006 Chevrolet Silverado 1500 LT2

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

2006 Chevrolet Silverado 1500 LT2

Eau Claire, WI

UnscoredInsufficient · 0
$3,000241,709 mi

Eau Claire, WI

2014 Ford Focus SE

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

2014 Ford Focus SE

Turtle Lake, WI

UnscoredInsufficient · 3
$3,495215,980 mi

Comparison: 3 similar vehicles

Turtle Lake, WI

2008 Hyundai Santa Fe SE

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

2008 Hyundai Santa Fe SE

Eau Claire, WI

UnscoredInsufficient · 0
$3,500187,091 mi

Eau Claire, WI

2005 Buick Park Avenue Ultra

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

2005 Buick Park Avenue Ultra

Eau Claire, WI

UnscoredInsufficient · 0
$3,500240,663 mi

Eau Claire, WI

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Eau Claire, WI

UnscoredInsufficient · 0
$3,750198,797 mi

Eau Claire, WI

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Eau Claire, WI

Unscored
$3,750211,260 mi

Comparison: 13 similar vehicles

Eau Claire, WI

2007 Toyota Camry XLE

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

2007 Toyota Camry XLE

Eau Claire, WI

UnscoredInsufficient · 0
$3,750250,188 mi

Eau Claire, WI

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Eau Claire, WI

UnscoredInsufficient · 3
$3,750214,606 mi

Comparison: 3 similar vehicles

Eau Claire, WI

2004 Saab 9-3 Arc

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

2004 Saab 9-3 Arc

Hayward, WI

UnscoredInsufficient · 0
$3,900130,036 mi

Hayward, WI

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Eau Claire, WI

Unscored
$3,950188,690 mi

Comparison: 25 similar vehicles

Eau Claire, WI

2005 Toyota Sienna XLE

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

2005 Toyota Sienna XLE

Chippewa Falls, WI

UnscoredInsufficient · 4
$3,975228,000 mi

Comparison: 4 similar vehicles

Chippewa Falls, WI

1994 Toyota Camry

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

1994 Toyota Camry

Frederic, WI

UnscoredInsufficient · 0
$3,995251,825 mi

Frederic, WI

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Eau Claire, WI

UnscoredInsufficient · 4
$3,999172,786 mi

Comparison: 4 similar vehicles

Eau Claire, WI

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Eau Claire, WI

Unscored
$3,999208,887 mi

Comparison: 23 similar vehicles

Eau Claire, WI

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Eau Claire, WI

Unscored
$3,999220,231 mi

Comparison: 14 similar vehicles

Eau Claire, WI

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Rice Lake, WI

UnscoredInsufficient · 0
$3,999224,000 mi

Rice Lake, WI

2003 Chevrolet Blazer LS

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

2003 Chevrolet Blazer LS

Rice Lake, WI

UnscoredInsufficient · 0
$3,999145,737 mi

Rice Lake, WI

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Eau Claire, WI

Unscored
$4,000191,800 mi

Comparison: 15 similar vehicles

Eau Claire, WI

1999 Chevrolet Suburban Base

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

1999 Chevrolet Suburban Base

Hayward, WI

UnscoredInsufficient · 0
$4,200189,273 mi

Hayward, WI

2007 INFINITI QX 56

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

2007 INFINITI QX 56

Eau Claire, WI

UnscoredInsufficient · 0
$4,222202,127 mi

Eau Claire, WI

2001 Saturn L-Series L200

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

2001 Saturn L-Series L200

Chippewa Falls, WI

UnscoredInsufficient · 0
$4,248135,361 mi

Chippewa Falls, WI

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Mondovi, WI

Unscored
$4,250204,000 mi

Comparison: 8 similar vehicles

Mondovi, WI

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Menomonie, WI

Unscored
$4,295217,241 mi

Comparison: 20 similar vehicles

Menomonie, WI

2014 Ford Focus SE

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

2014 Ford Focus SE

Rice Lake, WI

Unscored
$4,399145,026 mi

Comparison: 39 similar vehicles

Rice Lake, WI

2014 Kia Forte LX

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

2014 Kia Forte LX

Rice Lake, WI

Unscored
$4,39998,731 mi

Comparison: 8 similar vehicles

Rice Lake, WI

2013 Kia Rio LX

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

2013 Kia Rio LX

Rice Lake, WI

UnscoredInsufficient · 3
$4,399130,400 mi

Comparison: 3 similar vehicles

Rice Lake, WI

2012 Honda Accord SE

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

2012 Honda Accord SE

Rice Lake, WI

UnscoredInsufficient · 3
$4,399259,787 mi

Comparison: 3 similar vehicles

Rice Lake, WI

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Rice Lake, WI

Unscored
$4,399212,770 mi

Comparison: 6 similar vehicles

Rice Lake, WI

2007 Nissan Quest S

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

2007 Nissan Quest S

Rice Lake, WI

UnscoredInsufficient · 0
$4,399150,000 mi

Rice Lake, WI

2013 Jeep Compass Latitude

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

2013 Jeep Compass Latitude

Eau Claire, WI

UnscoredInsufficient · 0
$4,450163,768 mi

Eau Claire, WI

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Eau Claire, WI

Unscored
$4,450145,430 mi

Comparison: 7 similar vehicles

Eau Claire, WI

2000 GMC Sierra SLE

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

2000 GMC Sierra SLE

Menomonie, WI

UnscoredInsufficient · 0
$4,472146,327 mi

Menomonie, WI

2014 Buick Enclave Premium

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

2014 Buick Enclave Premium

Eau Claire, WI

Unscored
$4,500207,485 mi

Comparison: 5 similar vehicles

Eau Claire, WI

2014 Kia Soul Base

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

2014 Kia Soul Base

Eau Claire, WI

Unscored
$4,500145,335 mi

Comparison: 8 similar vehicles

Eau Claire, WI

2011 Dodge Grand Caravan Express

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

2011 Dodge Grand Caravan Express

Mondovi, WI

Unscored
$4,595152,000 mi

Comparison: 15 similar vehicles

Mondovi, WI

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Barron, WI

Unscored
$4,623136,027 mi

Comparison: 21 similar vehicles

Barron, WI

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

Barron, WI

UnscoredInsufficient · 3
$4,623102,457 mi

Comparison: 3 similar vehicles

Barron, WI

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Eau Claire, WI

Unscored
$4,699135,414 mi

Comparison: 7 similar vehicles

Eau Claire, WI

2017 Jeep Cherokee 75th Anniversary

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

2017 Jeep Cherokee 75th Anniversary

Eau Claire, WI

UnscoredInsufficient · 0
$4,750241,934 mi

Eau Claire, WI

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Eau Claire, WI

Unscored
$4,750216,650 mi

Comparison: 40 similar vehicles

Eau Claire, WI

2013 Ford Escape SE

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

2013 Ford Escape SE

Eau Claire, WI

Unscored
$4,750173,000 mi

Comparison: 35 similar vehicles

Eau Claire, WI

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Eau Claire, WI

Unscored
$4,750228,600 mi

Comparison: 5 similar vehicles

Eau Claire, 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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