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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 6, 2026

7.1M+

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

414 listings found

2001 Honda CR-V EX

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

2001 Honda CR-V EX

Princeton, MN

UnscoredInsufficient · 0
$2,200271,213 mi

Princeton, MN

2005 Toyota Sienna XLE

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

2005 Toyota Sienna XLE

Princeton, MN

UnscoredInsufficient · 3
$2,494258,700 mi

Comparison: 3 similar vehicles

Princeton, MN

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Princeton, MN

UnscoredInsufficient · 4
$2,495307,431 mi

Comparison: 4 similar vehicles

Princeton, MN

2008 Jeep Grand Cherokee Limited

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

2008 Jeep Grand Cherokee Limited

Princeton, MN

UnscoredInsufficient · 0
$2,495241,185 mi

Princeton, MN

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

Princeton, MN

Salvage title
$2,495148,249 mi

Princeton, MN

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Princeton, MN

UnscoredInsufficient · 0
$2,495101,500 mi

Princeton, MN

2008 Nissan Versa S

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

2008 Nissan Versa S

Princeton, MN

UnscoredInsufficient · 0
$2,668174,597 mi

Princeton, MN

2016 Ford Focus SE

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

2016 Ford Focus SE

Princeton, MN

Unscored
$2,900129,968 mi

Comparison: 11 similar vehicles

Princeton, MN

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Princeton, MN

Unscored
$2,994201,220 mi

Comparison: 8 similar vehicles

Princeton, MN

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Princeton, MN

UnscoredInsufficient · 4
$2,995216,323 mi

Comparison: 4 similar vehicles

Princeton, MN

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

Princeton, MN

UnscoredInsufficient · 0
$2,995261,798 mi

Princeton, MN

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Princeton, MN

UnscoredInsufficient · 0
$2,995219,039 mi

Princeton, MN

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Princeton, MN

UnscoredInsufficient · 4
$2,995193,479 mi

Comparison: 4 similar vehicles

Princeton, MN

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Princeton, MN

UnscoredInsufficient · 0
$2,995182,242 mi

Princeton, MN

2007 Mercury Milan Base

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

2007 Mercury Milan Base

Princeton, MN

UnscoredInsufficient · 0
$2,995164,982 mi

Princeton, MN

2006 Pontiac Grand Prix GP

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

2006 Pontiac Grand Prix GP

Princeton, MN

Unscored
$2,995192,731 mi

Comparison: 5 similar vehicles

Princeton, MN

2004 Chrysler Sebring Touring

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

2004 Chrysler Sebring Touring

Princeton, MN

UnscoredInsufficient · 0
$2,995239,723 mi

Princeton, MN

2002 Chevrolet Silverado 1500

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

2002 Chevrolet Silverado 1500

Princeton, MN

UnscoredInsufficient · 0
$2,995210,950 mi

Princeton, MN

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Princeton, MN

UnscoredInsufficient · 0
$2,995215,632 mi

Princeton, MN

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Princeton, MN

UnscoredInsufficient · 0
$2,995177,062 mi

Princeton, MN

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Princeton, MN

Unscored
$3,294197,909 mi

Comparison: 7 similar vehicles

Princeton, MN

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Princeton, MN

UnscoredInsufficient · 3
$3,495208,846 mi

Comparison: 3 similar vehicles

Princeton, MN

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Princeton, MN

Unscored
$3,495186,401 mi

Comparison: 7 similar vehicles

Princeton, MN

2004 Nissan Titan LE

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

2004 Nissan Titan LE

Princeton, MN

UnscoredInsufficient · 0
$3,500248,000 mi

Princeton, MN

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Princeton, MN

Unscored
$3,900163,000 mi

Comparison: 10 similar vehicles

Princeton, MN

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Princeton, MN

UnscoredInsufficient · 4
$3,900128,000 mi

Comparison: 4 similar vehicles

Princeton, MN

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Princeton, MN

Unscored
$3,995216,356 mi

Comparison: 13 similar vehicles

Princeton, MN

2013 Chevrolet Malibu 1SA

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

2013 Chevrolet Malibu 1SA

Princeton, MN

UnscoredInsufficient · 4
$3,995174,935 mi

Comparison: 4 similar vehicles

Princeton, MN

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Princeton, MN

Unscored
$3,995189,645 mi

Comparison: 5 similar vehicles

Princeton, MN

2011 Chevrolet Cruze LTZ

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

2011 Chevrolet Cruze LTZ

Princeton, MN

UnscoredInsufficient · 4
$3,995182,340 mi

Comparison: 4 similar vehicles

Princeton, MN

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Princeton, MN

UnscoredInsufficient · 0
$3,995Mileage not verified

Princeton, MN

2002 Toyota Camry Solara SE

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

2002 Toyota Camry Solara SE

Princeton, MN

UnscoredInsufficient · 0
$3,995177,000 mi

Princeton, MN

2011 Dodge Durango Citadel

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

2011 Dodge Durango Citadel

Princeton, MN

UnscoredInsufficient · 0
$3,999164,644 mi

Princeton, MN

2006 Ford Ranger XLT

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

2006 Ford Ranger XLT

Princeton, MN

UnscoredInsufficient · 0
$3,999239,000 mi

Princeton, MN

2005 Chevrolet Express Cargo Base

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

2005 Chevrolet Express Cargo Base

Princeton, MN

UnscoredInsufficient · 0
$3,999Mileage not verified

Princeton, MN

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Princeton, MN

UnscoredInsufficient · 0
$3,999206,919 mi

Princeton, MN

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Princeton, MN

Unscored
$4,350187,017 mi

Comparison: 12 similar vehicles

Princeton, MN

2016 Mazda MAZDA3 i Grand Touring

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

2016 Mazda MAZDA3 i Grand Touring

Princeton, MN

UnscoredInsufficient · 0
$4,450222,000 mi

Princeton, MN

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Princeton, MN

Unscored
$4,480192,564 mi

Comparison: 6 similar vehicles

Princeton, MN

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Princeton, MN

Unscored
$4,495195,374 mi

Comparison: 11 similar vehicles

Princeton, MN

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Princeton, MN

UnscoredInsufficient · 3
$4,495176,023 mi

Comparison: 3 similar vehicles

Princeton, MN

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Princeton, MN

UnscoredInsufficient · 0
$4,495209,098 mi

Princeton, MN

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Princeton, MN

Unscored
$4,499206,800 mi

Comparison: 15 similar vehicles

Princeton, MN

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Princeton, MN

Unscored
$4,500190,450 mi

Comparison: 6 similar vehicles

Princeton, MN

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Princeton, MN

UnscoredInsufficient · 0
$4,500225,000 mi

Princeton, MN

2011 Chrysler Town & Country Touring-L

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

2011 Chrysler Town & Country Touring-L

Princeton, MN

UnscoredInsufficient · 3
$4,680177,510 mi

Comparison: 3 similar vehicles

Princeton, MN

2008 Nissan Xterra SE

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

2008 Nissan Xterra SE

Princeton, MN

UnscoredInsufficient · 3
$4,680119,476 mi

Comparison: 3 similar vehicles

Princeton, MN

2008 Scion tC Base

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

2008 Scion tC Base

Princeton, MN

UnscoredInsufficient · 0
$4,799126,156 mi

Princeton, MN

2006 Kia Sedona LX

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

2006 Kia Sedona LX

Princeton, MN

UnscoredInsufficient · 0
$4,82085,988 mi

Princeton, MN

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Princeton, MN

Unscored
$4,888169,847 mi

Comparison: 6 similar vehicles

Princeton, MN

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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