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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

10,277 listings found

2008 Chrysler PT Cruiser LIMITED

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

2008 Chrysler PT Cruiser LIMITED

Pine Island, MN

UnscoredInsufficient · 4
$1,99598,351 mi

Comparison: 4 similar vehicles

Pine Island, MN

2005 Dodge Dakota Laramie

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

2005 Dodge Dakota Laramie

Cresco, IA

UnscoredInsufficient · 0
$1,995305,401 mi

Cresco, IA

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Rochester, MN

Unscored
$1,999189,875 mi

Comparison: 16 similar vehicles

Rochester, MN

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Pine Island, MN

UnscoredInsufficient · 3
$1,999200,362 mi

Comparison: 3 similar vehicles

Pine Island, MN

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Rochester, MN

UnscoredInsufficient · 3
$1,999274,245 mi

Comparison: 3 similar vehicles

Rochester, MN

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Cresco, IA

Unscored
$2,200182,085 mi

Comparison: 12 similar vehicles

Cresco, IA

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Rochester, MN

Unscored
$2,250180,740 mi

Comparison: 7 similar vehicles

Rochester, MN

2011 Kia Soul Base

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

2011 Kia Soul Base

Rochester, MN

UnscoredInsufficient · 0
$2,395259,000 mi

Rochester, MN

2004 Honda Element EX

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

2004 Honda Element EX

Rochester, MN

UnscoredInsufficient · 3
$2,500206,685 mi

Comparison: 3 similar vehicles

Rochester, MN

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Pine Island, MN

UnscoredInsufficient · 0
$2,500233,643 mi

Pine Island, MN

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Winona, MN

Unscored
$2,574101,576 mi

Comparison: 8 similar vehicles

Winona, MN

2007 Mercury Milan Base

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

2007 Mercury Milan Base

Pine Island, MN

UnscoredInsufficient · 0
$2,600156,690 mi

Pine Island, MN

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Pine Island, MN

Unscored
$2,700153,433 mi

Comparison: 8 similar vehicles

Pine Island, MN

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Rochester, MN

Unscored
$2,749304,851 mi

Comparison: 6 similar vehicles

Rochester, MN

1998 Ford Expedition XLT

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

1998 Ford Expedition XLT

Independence, WI

UnscoredInsufficient · 0
$2,799245,265 mi

Independence, WI

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Pine Island, MN

Unscored
$2,895215,467 mi

Comparison: 5 similar vehicles

Pine Island, MN

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Rochester, MN

Unscored
$2,900211,248 mi

Comparison: 16 similar vehicles

Rochester, MN

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Rochester, MN

UnscoredInsufficient · 4
$2,900172,050 mi

Comparison: 4 similar vehicles

Rochester, MN

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Cresco, IA

UnscoredInsufficient · 4
$2,900185,993 mi

Comparison: 4 similar vehicles

Cresco, IA

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Harmony, MN

Unscored
$2,950171,000 mi

Comparison: 5 similar vehicles

Harmony, MN

2013 Volkswagen Jetta Base

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

2013 Volkswagen Jetta Base

Rochester, MN

UnscoredInsufficient · 0
$2,995204,208 mi

Rochester, MN

2011 Mitsubishi Outlander SE

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

2011 Mitsubishi Outlander SE

Pine Island, MN

UnscoredInsufficient · 0
$2,995191,086 mi

Pine Island, MN

2010 Chevrolet HHR LS

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

2010 Chevrolet HHR LS

Holmen, WI

UnscoredInsufficient · 0
$2,99555,071 mi

Holmen, WI

2009 Chrysler PT Cruiser Touring Edition

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

2009 Chrysler PT Cruiser Touring Edition

Rochester, MN

UnscoredInsufficient · 0
$2,995138,013 mi

Rochester, MN

2003 Audi A6 Base

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

2003 Audi A6 Base

Rochester, MN

UnscoredInsufficient · 0
$2,995202,162 mi

Rochester, MN

2000 Chrysler Sebring JXI

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

2000 Chrysler Sebring JXI

Lake City, MN

UnscoredInsufficient · 0
$2,995100,000 mi

Lake City, MN

2015 Chevrolet Malibu 1LZ

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

2015 Chevrolet Malibu 1LZ

Rochester, MN

UnscoredInsufficient · 0
$2,999213,104 mi

Rochester, MN

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Rochester, MN

Unscored
$2,999192,787 mi

Comparison: 7 similar vehicles

Rochester, MN

2013 Kia Optima SX

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

2013 Kia Optima SX

Rochester, MN

UnscoredInsufficient · 0
$2,999148,738 mi

Rochester, MN

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Rochester, MN

Unscored
$2,999189,966 mi

Comparison: 13 similar vehicles

Rochester, MN

2012 Volkswagen Passat SEL

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

2012 Volkswagen Passat SEL

Rochester, MN

UnscoredInsufficient · 0
$2,999225,371 mi

Rochester, MN

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Rochester, MN

Unscored
$2,999163,000 mi

Comparison: 8 similar vehicles

Rochester, MN

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Rochester, MN

Unscored
$2,999267,206 mi

Comparison: 16 similar vehicles

Rochester, MN

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Rochester, MN

UnscoredInsufficient · 4
$2,999266,811 mi

Comparison: 4 similar vehicles

Rochester, MN

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Pine Island, MN

UnscoredInsufficient · 0
$2,999158,954 mi

Pine Island, MN

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Rochester, MN

Unscored
$2,999286,000 mi

Comparison: 30 similar vehicles

Rochester, MN

2009 Saturn Outlook XE

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

2009 Saturn Outlook XE

Rochester, MN

UnscoredInsufficient · 0
$2,999153,112 mi

Rochester, MN

2007 Dodge Grand Caravan SXT

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

2007 Dodge Grand Caravan SXT

Rochester, MN

UnscoredInsufficient · 4
$2,999101,000 mi

Comparison: 4 similar vehicles

Rochester, MN

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Rochester, MN

Unscored
$2,999166,000 mi

Comparison: 8 similar vehicles

Rochester, MN

2005 Dodge Grand Caravan SXT

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

2005 Dodge Grand Caravan SXT

Rochester, MN

UnscoredInsufficient · 0
$2,999160,396 mi

Rochester, MN

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Rochester, MN

UnscoredInsufficient · 0
$2,999173,000 mi

Rochester, MN

2004 Acura TSX Base

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

2004 Acura TSX Base

Rochester, MN

UnscoredInsufficient · 0
$2,999188,909 mi

Rochester, MN

2003 GMC Yukon XL SLE

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

2003 GMC Yukon XL SLE

Rochester, MN

UnscoredInsufficient · 0
$2,999256,066 mi

Rochester, MN

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Rochester, MN

UnscoredInsufficient · 0
$3,195143,000 mi

Rochester, MN

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Pine Island, MN

Unscored
$3,200138,586 mi

Comparison: 9 similar vehicles

Pine Island, MN

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Rochester, MN

UnscoredInsufficient · 4
$3,345192,800 mi

Comparison: 4 similar vehicles

Rochester, MN

2011 Honda Pilot Touring

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

2011 Honda Pilot Touring

Rochester, MN

UnscoredInsufficient · 0
$3,399201,700 mi

Rochester, MN

2005 Toyota Camry XLE V6

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

2005 Toyota Camry XLE V6

Rochester, MN

UnscoredInsufficient · 4
$3,399265,371 mi

Comparison: 4 similar vehicles

Rochester, MN

2002 Lexus ES 300

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

2002 Lexus ES 300

Rochester, MN

UnscoredInsufficient · 0
$3,399188,510 mi

Rochester, MN

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Pine Island, MN

UnscoredInsufficient · 0
$3,495147,301 mi

Pine Island, 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 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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