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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 · October 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

5,122 listings found

2003 Chevrolet Monte Carlo SS

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

2003 Chevrolet Monte Carlo SS

Glencoe, MN

UnscoredInsufficient · 0
$1,550234,471 mi

Glencoe, MN

2004 Jaguar X-Type

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

2004 Jaguar X-Type

Windom, MN

UnscoredInsufficient · 0
$1,695230,967 mi

Windom, MN

2004 Chevrolet Impala LS

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

2004 Chevrolet Impala LS

Fairmont, MN

UnscoredInsufficient · 0
$2,175257,852 mi

Fairmont, MN

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Owatonna, MN

UnscoredInsufficient · 3
$2,349290,299 mi

Comparison: 3 similar vehicles

Owatonna, MN

2006 Cadillac DTS Luxury

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

2006 Cadillac DTS Luxury

Mankato, MN

UnscoredLimited · 5
$2,850152,518 mi

Comparison: 5 similar vehicles

Mankato, MN

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Fairmont, MN

UnscoredRobust · 61
$2,995217,290 mi

Comparison: 61 similar vehicles

Fairmont, MN

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Saint Peter, MN

UnscoredLimited · 5
$2,995208,265 mi

Comparison: 5 similar vehicles

Saint Peter, MN

1999 Ford Crown Victoria Base

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

1999 Ford Crown Victoria Base

Fairmont, MN

UnscoredInsufficient · 0
$2,995103,432 mi

Fairmont, MN

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Jordan, MN

UnscoredInsufficient · 3
$2,999263,377 mi

Comparison: 3 similar vehicles

Jordan, MN

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Fairmont, MN

UnscoredLimited · 8
$3,340371,167 mi

Comparison: 8 similar vehicles

Fairmont, MN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Glencoe, MN

UnscoredInsufficient · 4
$3,345200,036 mi

Comparison: 4 similar vehicles

Glencoe, MN

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Glencoe, MN

Salvage title
$3,345200,369 mi

Glencoe, MN

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Glencoe, MN

UnscoredInsufficient · 0
$3,345280,539 mi

Glencoe, MN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Gaylord, MN

UnscoredInsufficient · 4
$3,400159,741 mi

Comparison: 4 similar vehicles

Gaylord, MN

2008 Nissan Versa S

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

2008 Nissan Versa S

Mankato, MN

UnscoredInsufficient · 0
$3,495159,838 mi

Mankato, MN

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Glencoe, MN

UnscoredLimited · 5
$3,649157,100 mi

Comparison: 5 similar vehicles

Glencoe, MN

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Jordan, MN

UnscoredLimited · 10
$3,650173,160 mi

Comparison: 10 similar vehicles

Jordan, MN

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Jordan, MN

UnscoredLimited · 6
$3,799250,405 mi

Comparison: 6 similar vehicles

Jordan, MN

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

New Ulm, MN

Salvage title
$3,841165,898 mi

New Ulm, MN

2004 Honda Accord LX

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

2004 Honda Accord LX

Arlington, MN

UnscoredInsufficient · 0
$3,845169,184 mi

Arlington, MN

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Gaylord, MN

UnscoredInsufficient · 0
$3,900181,300 mi

Gaylord, MN

2013 Ford Edge SE

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

2013 Ford Edge SE

Fairmont, MN

UnscoredLimited · 6
$3,995205,329 mi

Comparison: 6 similar vehicles

Fairmont, MN

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Belle Plaine, MN

UnscoredLimited · 12
$3,995152,137 mi

Comparison: 12 similar vehicles

Belle Plaine, MN

2008 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Owatonna, MN

UnscoredInsufficient · 0
$3,995183,510 mi

Owatonna, MN

2004 Chevrolet Silverado 1500 LS

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

2004 Chevrolet Silverado 1500 LS

Fairmont, MN

UnscoredInsufficient · 4
$3,995196,000 mi

Comparison: 4 similar vehicles

Fairmont, MN

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Belle Plaine, MN

UnscoredLimited · 5
$3,995165,667 mi

Comparison: 5 similar vehicles

Belle Plaine, MN

2010 Ford Flex SE

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

2010 Ford Flex SE

Truman, MN

UnscoredInsufficient · 0
$3,999196,950 mi

Truman, MN

2010 Mazda MAZDA5 Grand Touring

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

2010 Mazda MAZDA5 Grand Touring

Jordan, MN

UnscoredInsufficient · 0
$3,999165,400 mi

Jordan, MN

2007 Nissan Versa SL

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

2007 Nissan Versa SL

Jordan, MN

UnscoredInsufficient · 0
$3,999186,981 mi

Jordan, MN

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Faribault, MN

UnscoredLimited · 12
$4,150171,780 mi

Comparison: 12 similar vehicles

Faribault, MN

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Faribault, MN

UnscoredLimited · 15
$4,150184,075 mi

Comparison: 15 similar vehicles

Faribault, MN

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

UnscoredInsufficient · 3
$4,171172,131 mi

Comparison: 3 similar vehicles

Windom, MN

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Jordan, MN

UnscoredLimited · 6
$4,299207,439 mi

Comparison: 6 similar vehicles

Jordan, MN

2006 Chrysler 300 C

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

2006 Chrysler 300 C

Faribault, MN

UnscoredInsufficient · 0
$4,345193,749 mi

Faribault, MN

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Owatonna, MN

UnscoredModerate · 31
$4,347199,498 mi

Comparison: 31 similar vehicles

Owatonna, MN

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Mankato, MN

UnscoredLimited · 17
$4,450149,368 mi

Comparison: 17 similar vehicles

Mankato, MN

2010 GMC Yukon XL SLT1

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

2010 GMC Yukon XL SLT1

Saint Peter, MN

UnscoredInsufficient · 0
$4,495251,827 mi

Saint Peter, MN

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Jordan, MN

UnscoredInsufficient · 0
$4,599149,685 mi

Jordan, 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

Windom, MN

UnscoredInsufficient · 0
$4,671209,000 mi

Windom, MN

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

New Ulm, MN

UnscoredLimited · 7
$4,805161,429 mi

Comparison: 7 similar vehicles

New Ulm, MN

2016 Kia Soul Base

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

2016 Kia Soul Base

Fairmont, MN

UnscoredModerate · 32
$4,840237,851 mi

Comparison: 32 similar vehicles

Fairmont, MN

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Gaylord, MN

UnscoredLimited · 8
$4,900248,906 mi

Comparison: 8 similar vehicles

Gaylord, MN

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

New Richland, MN

UnscoredInsufficient · 0
$4,97551,496 mi

New Richland, MN

2018 Ford Ecosport S

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

2018 Ford Ecosport S

New Richland, MN

UnscoredLimited · 5
$4,97570,073 mi

Comparison: 5 similar vehicles

New Richland, MN

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Arlington, MN

UnscoredModerate · 29
$4,995236,000 mi

Comparison: 29 similar vehicles

Arlington, MN

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

UnscoredModerate · 29
$4,995207,381 mi

Comparison: 29 similar vehicles

Windom, MN

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Windom, MN

UnscoredModerate · 32
$4,995191,301 mi

Comparison: 32 similar vehicles

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

UnscoredModerate · 39
$4,995181,926 mi

Comparison: 39 similar vehicles

Windom, MN

2013 Chevrolet Traverse LS

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

2013 Chevrolet Traverse LS

Belle Plaine, MN

UnscoredLimited · 5
$4,995155,252 mi

Comparison: 5 similar vehicles

Belle Plaine, MN

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Belle Plaine, MN

UnscoredLimited · 16
$4,995190,909 mi

Comparison: 16 similar vehicles

Belle Plaine, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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