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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

16,208 listings found

2011 Chevrolet HHR LS

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

2011 Chevrolet HHR LS

Elk River, MN

UnscoredInsufficient · 0
$1,495Mileage not verified

Elk River, MN

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

Cambridge, MN

UnscoredInsufficient · 0
$1,500141,116 mi

Cambridge, MN

2004 Lincoln Navigator Luxury

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

2004 Lincoln Navigator Luxury

Elk River, MN

UnscoredInsufficient · 0
$1,500305,159 mi

Elk River, MN

2003 Ford Econoline

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

2003 Ford Econoline

Little Falls, MN

UnscoredInsufficient · 0
$1,500144,841 mi

Little Falls, MN

2001 Ford Econoline

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

2001 Ford Econoline

Little Falls, MN

UnscoredInsufficient · 0
$1,500203,310 mi

Little Falls, MN

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Anoka, MN

Unscored
$1,850233,000 mi

Comparison: 5 similar vehicles

Anoka, MN

2011 Ford Fusion Hybrid

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

2011 Ford Fusion Hybrid

Isanti, MN

UnscoredInsufficient · 0
$1,850234,963 mi

Isanti, MN

2005 Ford Five Hundred SEL

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

2005 Ford Five Hundred SEL

Little Falls, MN

UnscoredInsufficient · 0
$1,900158,588 mi

Little Falls, MN

1995 Chevrolet Tahoe

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

1995 Chevrolet Tahoe

Hutchinson, MN

UnscoredInsufficient · 0
$1,900178,101 mi

Hutchinson, MN

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Little Falls, MN

UnscoredInsufficient · 0
$1,950272,854 mi

Little Falls, MN

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Cambridge, MN

Unscored
$1,995243,913 mi

Comparison: 5 similar vehicles

Cambridge, MN

2007 GMC Yukon XL

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

2007 GMC Yukon XL

Princeton, MN

UnscoredInsufficient · 0
$1,995282,000 mi

Princeton, MN

No Photo

2006 Honda Odyssey LX

Elk River, MN

UnscoredInsufficient · 0
$1,995230,466 mi

Elk River, MN

2003 Dodge Caravan SE

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

2003 Dodge Caravan SE

Ramsey, MN

UnscoredInsufficient · 0
$1,995275 mi

Ramsey, MN

2009 Kia Optima LX

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

2009 Kia Optima LX

Cambridge, MN

UnscoredInsufficient · 0
$1,999251,614 mi

Cambridge, MN

2008 Buick LaCrosse CX

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

2008 Buick LaCrosse CX

Cambridge, MN

Salvage title
$1,999353,543 mi

Cambridge, MN

2004 Saturn VUE Base

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

2004 Saturn VUE Base

St. Cloud, MN

UnscoredInsufficient · 0
$1,999175,215 mi

St. Cloud, MN

2002 Cadillac DeVille DHS

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

2002 Cadillac DeVille DHS

Maple Plain, MN

UnscoredInsufficient · 0
$1,999166,055 mi

Maple Plain, MN

2004 Chrysler Sebring

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

2004 Chrysler Sebring

Hutchinson, MN

UnscoredInsufficient · 0
$2,000143,504 mi

Hutchinson, MN

2002 Ford Ranger XLT

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

2002 Ford Ranger XLT

Cambridge, MN

UnscoredInsufficient · 0
$2,100265,500 mi

Cambridge, MN

2005 Nissan Murano SE

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

2005 Nissan Murano SE

Ramsey, MN

UnscoredInsufficient · 0
$2,200145,366 mi

Ramsey, MN

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

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

St. Cloud, MN

UnscoredInsufficient · 3
$2,299Mileage not verified

Comparison: 3 similar vehicles

St. Cloud, MN

2001 GMC Yukon XL Base

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

2001 GMC Yukon XL Base

St. Cloud, MN

UnscoredInsufficient · 0
$2,300269,372 mi

St. Cloud, MN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Isanti, MN

Unscored
$2,345121,450 mi

Comparison: 13 similar vehicles

Isanti, MN

2011 Ford Escape XLS

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

2011 Ford Escape XLS

Isanti, MN

UnscoredInsufficient · 0
$2,345167,065 mi

Isanti, MN

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

Isanti, MN

Unscored
$2,345251,468 mi

Comparison: 8 similar vehicles

Isanti, MN

2004 INFINITI QX56 Base

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

2004 INFINITI QX56 Base

Isanti, MN

UnscoredInsufficient · 0
$2,345226,448 mi

Isanti, MN

2003 Subaru Impreza WRX

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

2003 Subaru Impreza WRX

Anoka, MN

UnscoredInsufficient · 0
$2,350247,000 mi

Anoka, MN

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

St. Cloud, MN

Unscored
$2,399186,955 mi

Comparison: 7 similar vehicles

St. Cloud, MN

2005 Toyota Matrix Base

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

2005 Toyota Matrix Base

Ramsey, MN

UnscoredInsufficient · 0
$2,485222,088 mi

Ramsey, 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

Unscored
$2,495307,431 mi

Comparison: 9 similar vehicles

Princeton, MN

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Buffalo, MN

UnscoredInsufficient · 0
$2,495162,390 mi

Buffalo, MN

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

St. Cloud, MN

Unscored
$2,495Mileage not verified

Comparison: 8 similar vehicles

St. Cloud, 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

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Pease, MN

Salvage title
$2,495208,812 mi

Pease, 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

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

St. Cloud, MN

UnscoredInsufficient · 3
$2,499235,434 mi

Comparison: 3 similar vehicles

St. Cloud, MN

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

St. Cloud, MN

Unscored
$2,499Mileage not verified

Comparison: 11 similar vehicles

St. Cloud, MN

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

St. Cloud, MN

UnscoredInsufficient · 3
$2,499Mileage not verified

Comparison: 3 similar vehicles

St. Cloud, MN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

St. Cloud, MN

Unscored
$2,499Mileage not verified

Comparison: 11 similar vehicles

St. Cloud, MN

2005 Honda Accord LX

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

2005 Honda Accord LX

St. Cloud, MN

UnscoredInsufficient · 0
$2,499244,546 mi

St. Cloud, MN

1993 Saturn SC2

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

1993 Saturn SC2

Sauk Rapids, MN

UnscoredInsufficient · 0
$2,499178,399 mi

Sauk Rapids, MN

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Cambridge, MN

Unscored
$2,500246,322 mi

Comparison: 8 similar vehicles

Cambridge, MN

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

Cambridge, MN

Unscored
$2,500164,353 mi

Comparison: 6 similar vehicles

Cambridge, MN

2005 Ford F-250 Super Duty XLT

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

2005 Ford F-250 Super Duty XLT

Silver Lake, MN

Unscored
$2,500118,144 mi

Comparison: 6 similar vehicles

Silver Lake, MN

2001 Toyota Sequoia Limited

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

2001 Toyota Sequoia Limited

Elk River, MN

UnscoredInsufficient · 0
$2,500278,263 mi

Elk River, MN

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

Ramsey, MN

UnscoredInsufficient · 0
$2,585149,751 mi

Ramsey, MN

2002 Pontiac Grand Am GT

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

2002 Pontiac Grand Am GT

Ramsey, MN

UnscoredInsufficient · 0
$2,585261 mi

Ramsey, 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 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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