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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

6,361 listings found

2011 Chevrolet Traverse LTZ

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

2011 Chevrolet Traverse LTZ

Spillville, IA

UnscoredInsufficient · 0
$1,900237,451 mi

Spillville, IA

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Cresco, IA

UnscoredRobust · 74
$1,995194,208 mi

Comparison: 74 similar vehicles

Cresco, IA

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

UnscoredLimited · 11
$2,200182,085 mi

Comparison: 11 similar vehicles

Cresco, IA

2006 Buick Terraza CXL

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

2006 Buick Terraza CXL

Cresco, IA

UnscoredInsufficient · 0
$2,500119,691 mi

Cresco, IA

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Spillville, IA

UnscoredInsufficient · 4
$2,500212,492 mi

Comparison: 4 similar vehicles

Spillville, IA

1996 Chrysler Sebring

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

1996 Chrysler Sebring

Winona, MN

UnscoredInsufficient · 0
$2,59997,456 mi

Winona, 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

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

UnscoredLimited · 5
$2,900185,993 mi

Comparison: 5 similar vehicles

Cresco, IA

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

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Cresco, IA

UnscoredInsufficient · 3
$3,000186,003 mi

Comparison: 3 similar vehicles

Cresco, IA

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

UnscoredInsufficient · 4
$3,074101,576 mi

Comparison: 4 similar vehicles

Winona, MN

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

UnscoredLimited · 5
$3,250171,000 mi

Comparison: 5 similar vehicles

Harmony, 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

Winona, MN

UnscoredLimited · 15
$3,399211,309 mi

Comparison: 15 similar vehicles

Winona, MN

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Houston, MN

UnscoredLimited · 6
$3,499190,865 mi

Comparison: 6 similar vehicles

Houston, MN

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

La Crescent, MN

UnscoredInsufficient · 0
$3,499186,920 mi

La Crescent, MN

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Spillville, IA

UnscoredModerate · 45
$3,500188,923 mi

Comparison: 45 similar vehicles

Spillville, IA

2011 Ford Explorer Base

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

2011 Ford Explorer Base

Cresco, IA

UnscoredInsufficient · 0
$3,500227,419 mi

Cresco, IA

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Cresco, IA

UnscoredInsufficient · 0
$3,50083,552 mi

Cresco, IA

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Spillville, IA

UnscoredInsufficient · 0
$3,500216,384 mi

Spillville, IA

2005 Mitsubishi Eclipse Spyder GS

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

2005 Mitsubishi Eclipse Spyder GS

Winona, MN

UnscoredInsufficient · 0
$3,700100,794 mi

Winona, MN

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Black River Falls, WI

UnscoredInsufficient · 4
$3,895169,720 mi

Comparison: 4 similar vehicles

Black River Falls, WI

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Spillville, IA

UnscoredLimited · 6
$3,900158,478 mi

Comparison: 6 similar vehicles

Spillville, IA

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Spillville, IA

UnscoredLimited · 10
$3,900225,609 mi

Comparison: 10 similar vehicles

Spillville, IA

2007 Jeep Grand Cherokee Limited

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

2007 Jeep Grand Cherokee Limited

Spillville, IA

UnscoredInsufficient · 0
$3,900185,114 mi

Spillville, IA

2004 Buick LeSabre Custom

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

2004 Buick LeSabre Custom

Spillville, IA

UnscoredInsufficient · 0
$3,900164,066 mi

Spillville, IA

2008 Kia Sportage EX

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

2008 Kia Sportage EX

Westby, WI

UnscoredLimited · 13
$3,990200,320 mi

Comparison: 13 similar vehicles

Westby, WI

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Independence, WI

UnscoredLimited · 19
$3,995151,679 mi

Comparison: 19 similar vehicles

Independence, WI

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Houston, MN

UnscoredLimited · 5
$3,999197,062 mi

Comparison: 5 similar vehicles

Houston, MN

2009 Nissan Maxima SV

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

2009 Nissan Maxima SV

Holmen, WI

UnscoredInsufficient · 0
$4,175205,473 mi

Holmen, WI

2013 Ford Edge SE

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

2013 Ford Edge SE

Decorah, IA

Salvage title
$4,179172,671 mi

Decorah, IA

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Lewiston, MN

UnscoredLimited · 14
$4,245132,131 mi

Comparison: 14 similar vehicles

Lewiston, MN

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Lewiston, MN

UnscoredModerate · 28
$4,245216,498 mi

Comparison: 28 similar vehicles

Lewiston, MN

2002 Chrysler Sebring GTC

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

2002 Chrysler Sebring GTC

Lewiston, MN

UnscoredInsufficient · 0
$4,24591,750 mi

Lewiston, MN

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Chatfield, MN

UnscoredLimited · 5
$4,250143,600 mi

Comparison: 5 similar vehicles

Chatfield, MN

2012 Ford Flex SEL

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

2012 Ford Flex SEL

Independence, WI

UnscoredInsufficient · 0
$4,395156,528 mi

Independence, WI

2014 Dodge Charger Police

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

2014 Dodge Charger Police

Independence, WI

UnscoredInsufficient · 0
$4,495135,577 mi

Independence, WI

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Houston, MN

UnscoredLimited · 12
$4,499190,758 mi

Comparison: 12 similar vehicles

Houston, MN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Winona, MN

UnscoredRobust · 59
$4,500187,943 mi

Comparison: 59 similar vehicles

Winona, MN

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

La Crosse, WI

UnscoredLimited · 17
$4,550161,404 mi

Comparison: 17 similar vehicles

La Crosse, WI

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Westby, WI

UnscoredRobust · 92
$4,590155,080 mi

Comparison: 92 similar vehicles

Westby, WI

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Westby, WI

UnscoredModerate · 25
$4,700208,280 mi

Comparison: 25 similar vehicles

Westby, WI

2013 Hyundai Azera Base

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

2013 Hyundai Azera Base

Westby, WI

UnscoredInsufficient · 0
$4,700137,800 mi

Westby, WI

2003 BMW X5 Base

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

2003 BMW X5 Base

Decorah, IA

UnscoredInsufficient · 0
$4,779238,431 mi

Decorah, IA

2012 MINI Countryman S

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

2012 MINI Countryman S

Spillville, IA

UnscoredLimited · 5
$4,900108,923 mi

Comparison: 5 similar vehicles

Spillville, IA

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Spillville, IA

UnscoredModerate · 22
$4,900179,397 mi

Comparison: 22 similar vehicles

Spillville, IA

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Spillville, IA

UnscoredInsufficient · 0
$4,900179,115 mi

Spillville, IA

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Decorah, IA

UnscoredLimited · 12
$4,979177,959 mi

Comparison: 12 similar vehicles

Decorah, IA

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Westby, WI

UnscoredLimited · 9
$4,990193,235 mi

Comparison: 9 similar vehicles

Westby, WI

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Westby, WI

UnscoredModerate · 24
$4,990137,239 mi

Comparison: 24 similar vehicles

Westby, WI

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Holmen, WI

UnscoredInsufficient · 0
$4,99514,855 mi

Holmen, WI

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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