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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

1,790 listings found

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Mason City, IA

UnscoredInsufficient · 0
$1,988200,216 mi

Mason City, IA

2004 Saturn VUE Base

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

2004 Saturn VUE Base

Charles City, IA

UnscoredInsufficient · 0
$1,995149,004 mi

Charles City, IA

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Algona, IA

UnscoredLimited · 5
$2,179223,494 mi

Comparison: 5 similar vehicles

Algona, IA

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

2007 GMC Yukon XL Denali

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

2007 GMC Yukon XL Denali

Algona, IA

UnscoredInsufficient · 0
$3,175241,659 mi

Algona, IA

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Austin, MN

UnscoredInsufficient · 0
$3,495161,539 mi

Austin, MN

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Charles City, IA

UnscoredInsufficient · 0
$3,595211,534 mi

Charles City, IA

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

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

Austin, MN

UnscoredInsufficient · 0
$3,995203,123 mi

Austin, MN

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Charles City, IA

UnscoredInsufficient · 4
$3,995157,984 mi

Comparison: 4 similar vehicles

Charles City, IA

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Austin, MN

Fair PriceLimited · 19
$3,995Mileage not verified

Market: $2,999 – $8,338

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Austin, 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

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Austin, MN

UnscoredModerate · 31
$4,995154,000 mi

Comparison: 31 similar vehicles

Austin, MN

2014 Jeep Compass Limited

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

2014 Jeep Compass Limited

Austin, MN

Salvage title
$4,995161,240 mi

Austin, MN

2014 Jeep Patriot Limited

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

2014 Jeep Patriot Limited

Austin, MN

Salvage title
$4,995135,571 mi

Austin, MN

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Austin, MN

UnscoredInsufficient · 0
$4,995195,123 mi

Austin, MN

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Charles City, IA

Salvage title
$4,995163,540 mi

Charles City, IA

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Austin, MN

UnscoredLimited · 9
$4,995172,259 mi

Comparison: 9 similar vehicles

Austin, MN

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Austin, MN

UnscoredLimited · 8
$4,995203,123 mi

Comparison: 8 similar vehicles

Austin, MN

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Charles City, IA

UnscoredInsufficient · 4
$4,995143,844 mi

Comparison: 4 similar vehicles

Charles City, IA

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Mason City, IA

UnscoredModerate · 23
$5,100198,482 mi

Comparison: 23 similar vehicles

Mason City, IA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Mason City, IA

UnscoredModerate · 32
$5,500208,931 mi

Comparison: 32 similar vehicles

Mason City, IA

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Charles City, IA

Salvage title
$5,595161,759 mi

Charles City, IA

2011 Dodge Journey Lux

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

2011 Dodge Journey Lux

Charles City, IA

UnscoredInsufficient · 3
$5,595156,549 mi

Comparison: 3 similar vehicles

Charles City, IA

2009 Saturn VUE XR

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

2009 Saturn VUE XR

Charles City, IA

Salvage title
$5,695151,268 mi

Charles City, IA

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Albert Lea, MN

UnscoredLimited · 5
$5,799118,548 mi

Comparison: 5 similar vehicles

Albert Lea, MN

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Mason City, IA

UnscoredInsufficient · 0
$5,799196,444 mi

Mason City, IA

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Fairmont, MN

UnscoredLimited · 9
$5,840220,641 mi

Comparison: 9 similar vehicles

Fairmont, MN

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Albert Lea, MN

UnscoredLimited · 15
$5,955191,320 mi

Comparison: 15 similar vehicles

Albert Lea, MN

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Charles City, IA

Salvage title
$5,995173,931 mi

Charles City, IA

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Hampton, IA

UnscoredLimited · 11
$5,995193,565 mi

Comparison: 11 similar vehicles

Hampton, IA

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Austin, MN

UnscoredLimited · 15
$5,995171,601 mi

Comparison: 15 similar vehicles

Austin, MN

2014 Ford Escape SE

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

2014 Ford Escape SE

Austin, MN

UnscoredRobust · 66
$5,995204,712 mi

Comparison: 66 similar vehicles

Austin, MN

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Charles City, IA

Salvage title
$5,995217,222 mi

Charles City, IA

2014 Nissan Murano SL

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

2014 Nissan Murano SL

Charles City, IA

Salvage title
$5,995147,680 mi

Charles City, IA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Charles City, IA

Salvage title
$5,995150,164 mi

Charles City, IA

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Charles City, IA

Salvage title
$5,995112,277 mi

Charles City, IA

2012 GMC Terrain SLT-2

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

2012 GMC Terrain SLT-2

Charles City, IA

UnscoredInsufficient · 0
$5,995153,029 mi

Charles City, IA

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Charles City, IA

UnscoredLimited · 9
$5,995142,560 mi

Comparison: 9 similar vehicles

Charles City, IA

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

New Richland, MN

UnscoredModerate · 20
$6,25085,289 mi

Comparison: 20 similar vehicles

New Richland, MN

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Mason City, IA

UnscoredLimited · 13
$6,433141,444 mi

Comparison: 13 similar vehicles

Mason City, IA

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Austin, MN

UnscoredModerate · 30
$6,475182,877 mi

Comparison: 30 similar vehicles

Austin, MN

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Austin, MN

UnscoredModerate · 48
$6,495161,943 mi

Comparison: 48 similar vehicles

Austin, MN

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Austin, MN

UnscoredModerate · 32
$6,495146,639 mi

Comparison: 32 similar vehicles

Austin, MN

2010 Jeep Patriot Latitude

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

2010 Jeep Patriot Latitude

Charles City, IA

Salvage title
$6,495110,545 mi

Charles City, IA

2010 Chevrolet Equinox LS

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

2010 Chevrolet Equinox LS

Mason City, IA

UnscoredInsufficient · 0
$6,520107,737 mi

Mason City, IA

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Charles City, IA

Salvage title
$6,595148,357 mi

Charles City, IA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Mason City, IA

UnscoredRobust · 71
$6,864170,347 mi

Comparison: 71 similar vehicles

Mason City, IA

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Fairmont, MN

UnscoredModerate · 28
$6,995164,880 mi

Comparison: 28 similar vehicles

Fairmont, 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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