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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 11, 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

2,442 listings found

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Spirit Lake, IA

UnscoredInsufficient · 0
$2,179247,477 mi

Spirit Lake, IA

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Spirit Lake, IA

Unscored
$2,179178,622 mi

Comparison: 5 similar vehicles

Spirit Lake, IA

2004 Ford Freestar SEL

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

2004 Ford Freestar SEL

Worthington, MN

UnscoredInsufficient · 0
$2,450177,033 mi

Worthington, MN

2015 Nissan Versa Note SV

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

2015 Nissan Versa Note SV

Windom, MN

Unscored
$2,495195,344 mi

Comparison: 5 similar vehicles

Windom, MN

1999 Lexus ES 300

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

1999 Lexus ES 300

Spencer, IA

UnscoredInsufficient · 0
$2,500160,000 mi

Spencer, IA

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Spirit Lake, IA

UnscoredInsufficient · 0
$2,775124,000 mi

Spirit Lake, IA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Tracy, MN

Unscored
$2,995224,025 mi

Comparison: 18 similar vehicles

Tracy, MN

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Jackson, MN

UnscoredInsufficient · 4
$2,995220,950 mi

Comparison: 4 similar vehicles

Jackson, MN

2004 Lexus RX 330

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

2004 Lexus RX 330

Brandon, SD

Unscored
$2,999299,240 mi

Comparison: 5 similar vehicles

Brandon, SD

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Arnolds Park, IA

Unscored
$3,450229,232 mi

Comparison: 6 similar vehicles

Arnolds Park, IA

2012 Dodge Avenger R/T

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

2012 Dodge Avenger R/T

Pipestone, MN

UnscoredInsufficient · 0
$3,500256,000 mi

Pipestone, MN

2008 Honda Ridgeline RT

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

2008 Honda Ridgeline RT

Garretson, SD

UnscoredInsufficient · 0
$3,500196,560 mi

Garretson, SD

2006 Chrysler PT Cruiser Touring Edition

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

2006 Chrysler PT Cruiser Touring Edition

Brandon, SD

UnscoredInsufficient · 0
$3,500118,488 mi

Brandon, SD

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Brandon, SD

UnscoredInsufficient · 0
$3,500247,938 mi

Brandon, SD

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

Brandon, SD

UnscoredInsufficient · 4
$3,550171,531 mi

Comparison: 4 similar vehicles

Brandon, SD

1999 Ford F-150 XLT

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

1999 Ford F-150 XLT

Tracy, MN

UnscoredInsufficient · 0
$3,975178,153 mi

Tracy, MN

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Tracy, MN

Unscored
$3,985236,863 mi

Comparison: 29 similar vehicles

Tracy, MN

2014 Chevrolet Cruze ECO

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

2014 Chevrolet Cruze ECO

Windom, MN

UnscoredInsufficient · 0
$3,995218,757 mi

Windom, MN

2012 Lincoln MKX Base

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

2012 Lincoln MKX Base

Windom, MN

UnscoredInsufficient · 3
$3,995253,829 mi

Comparison: 3 similar vehicles

Windom, MN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Tracy, MN

UnscoredInsufficient · 3
$3,995125,300 mi

Comparison: 3 similar vehicles

Tracy, MN

2010 Volkswagen Eos Komfort

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

2010 Volkswagen Eos Komfort

Jackson, MN

UnscoredInsufficient · 4
$3,995175,117 mi

Comparison: 4 similar vehicles

Jackson, MN

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Tracy, MN

UnscoredInsufficient · 0
$3,995214,941 mi

Tracy, MN

2006 Pontiac Torrent Base

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

2006 Pontiac Torrent Base

Tracy, MN

UnscoredInsufficient · 3
$3,995193,192 mi

Comparison: 3 similar vehicles

Tracy, MN

2004 Buick Rendezvous CX AWD

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

2004 Buick Rendezvous CX AWD

Brandon, SD

UnscoredInsufficient · 0
$3,999217,872 mi

Brandon, SD

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Spirit Lake, IA

Unscored
$4,080183,421 mi

Comparison: 11 similar vehicles

Spirit Lake, IA

2008 Pontiac Torrent Base

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

2008 Pontiac Torrent Base

Windom, MN

Unscored
$4,171172,131 mi

Comparison: 5 similar vehicles

Windom, MN

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Spencer, IA

Fair PriceLimited · 16
$4,180Mileage not verified

Market: $3,345 – $8,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Spencer, IA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Arnolds Park, IA

Unscored
$4,250282,758 mi

Comparison: 10 similar vehicles

Arnolds Park, IA

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Pipestone, MN

Unscored
$4,500151,000 mi

Comparison: 9 similar vehicles

Pipestone, MN

2005 Buick LaCrosse CXL

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

2005 Buick LaCrosse CXL

Pipestone, MN

Unscored
$4,500111,000 mi

Comparison: 8 similar vehicles

Pipestone, MN

2014 Buick Regal Premium 1 4WD

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

2014 Buick Regal Premium 1 4WD

Spirit Lake, IA

UnscoredInsufficient · 0
$4,580176,807 mi

Spirit Lake, IA

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Estherville, IA

Unscored
$4,660194,974 mi

Comparison: 9 similar vehicles

Estherville, IA

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Windom, MN

UnscoredInsufficient · 4
$4,671209,000 mi

Comparison: 4 similar vehicles

Windom, MN

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Spirit Lake, IA

Unscored
$4,675221,610 mi

Comparison: 7 similar vehicles

Spirit Lake, IA

2009 GMC Acadia SLT2

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

2009 GMC Acadia SLT2

Spirit Lake, IA

UnscoredInsufficient · 0
$4,675173,433 mi

Spirit Lake, IA

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Pipestone, MN

UnscoredInsufficient · 0
$4,750217,000 mi

Pipestone, MN

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Luverne, MN

Unscored
$4,900242,592 mi

Comparison: 6 similar vehicles

Luverne, MN

1992 Jeep Wrangler / YJ

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

1992 Jeep Wrangler / YJ

Garretson, SD

UnscoredInsufficient · 0
$4,950168,631 mi

Garretson, SD

2014 Ford Escape SE

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

2014 Ford Escape SE

Tracy, MN

Unscored
$4,975203,000 mi

Comparison: 55 similar vehicles

Tracy, MN

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Sibley, IA

Unscored
$4,990207,054 mi

Comparison: 14 similar vehicles

Sibley, IA

2015 Ford Focus SE

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

2015 Ford Focus SE

Windom, MN

Unscored
$4,995207,381 mi

Comparison: 31 similar vehicles

Windom, MN

2015 Chevrolet Impala 1LS

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

2015 Chevrolet Impala 1LS

Windom, MN

UnscoredInsufficient · 3
$4,995206,961 mi

Comparison: 3 similar vehicles

Windom, MN

2015 Mitsubishi Lancer ES

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

2015 Mitsubishi Lancer ES

Windom, MN

UnscoredInsufficient · 0
$4,995225,570 mi

Windom, MN

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Windom, MN

Unscored
$4,995181,926 mi

Comparison: 33 similar vehicles

Windom, MN

2013 Buick Regal Premium 1

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

2013 Buick Regal Premium 1

Windom, MN

Unscored
$4,995193,801 mi

Comparison: 8 similar vehicles

Windom, MN

2009 Dodge Grand Caravan SXT

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

2009 Dodge Grand Caravan SXT

Windom, MN

UnscoredInsufficient · 0
$4,995216,097 mi

Windom, MN

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Brandon, SD

UnscoredInsufficient · 3
$4,999182,028 mi

Comparison: 3 similar vehicles

Brandon, SD

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Brandon, SD

UnscoredInsufficient · 3
$4,999287,434 mi

Comparison: 3 similar vehicles

Brandon, SD

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

Brandon, SD

Unscored
$4,999212,113 mi

Comparison: 6 similar vehicles

Brandon, SD

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Brandon, SD

UnscoredInsufficient · 4
$4,999195,500 mi

Comparison: 4 similar vehicles

Brandon, SD

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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