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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

650 listings found

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Hastings, NE

UnscoredInsufficient · 4
$1,984336,048 mi

Comparison: 4 similar vehicles

Hastings, NE

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Shelton, NE

UnscoredLimited · 11
$3,595217,000 mi

Comparison: 11 similar vehicles

Shelton, NE

2010 GMC Yukon SLT1

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

2010 GMC Yukon SLT1

Alma, NE

UnscoredInsufficient · 0
$3,800264,536 mi

Alma, NE

2000 Chevrolet Tahoe Base

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

2000 Chevrolet Tahoe Base

Hastings, NE

UnscoredInsufficient · 0
$3,994233,795 mi

Hastings, NE

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Beloit, KS

UnscoredLimited · 13
$3,995183,763 mi

Comparison: 13 similar vehicles

Beloit, KS

2007 Dodge Nitro SXT

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

2007 Dodge Nitro SXT

Hastings, NE

UnscoredInsufficient · 3
$4,542157,667 mi

Comparison: 3 similar vehicles

Hastings, NE

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Hastings, NE

UnscoredLimited · 11
$4,589184,358 mi

Comparison: 11 similar vehicles

Hastings, NE

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Kenesaw, NE

UnscoredLimited · 6
$4,900174,583 mi

Comparison: 6 similar vehicles

Kenesaw, NE

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Downs, KS

UnscoredLimited · 17
$4,950187,163 mi

Comparison: 17 similar vehicles

Downs, KS

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Hastings, NE

UnscoredLimited · 6
$4,999167,000 mi

Comparison: 6 similar vehicles

Hastings, NE

2011 GMC Acadia SLT2

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

2011 GMC Acadia SLT2

Hastings, NE

UnscoredInsufficient · 0
$5,475171,632 mi

Hastings, NE

2019 Ford Escape SE

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

2019 Ford Escape SE

Hastings, NE

UnscoredLimited · 6
$5,545206,257 mi

Comparison: 6 similar vehicles

Hastings, NE

2000 Ford Expedition XLT

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

2000 Ford Expedition XLT

Hastings, NE

UnscoredInsufficient · 0
$5,846248,403 mi

Hastings, NE

2011 Dodge Nitro Detonator

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

2011 Dodge Nitro Detonator

Smith Center, KS

UnscoredInsufficient · 0
$5,900188,383 mi

Smith Center, KS

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Hastings, NE

UnscoredLimited · 11
$5,961190,925 mi

Comparison: 11 similar vehicles

Hastings, NE

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Hastings, NE

UnscoredInsufficient · 3
$5,984262,306 mi

Comparison: 3 similar vehicles

Hastings, NE

2013 Chevrolet Traverse LS

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

2013 Chevrolet Traverse LS

Phillipsburg, KS

UnscoredInsufficient · 0
$6,000130,881 mi

Phillipsburg, KS

2007 Jeep Grand Cherokee Overland

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

2007 Jeep Grand Cherokee Overland

Alma, NE

UnscoredInsufficient · 0
$6,000155,000 mi

Alma, NE

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Sutton, NE

UnscoredLimited · 6
$6,795151,671 mi

Comparison: 6 similar vehicles

Sutton, NE

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Hastings, NE

UnscoredInsufficient · 0
$6,978177,239 mi

Hastings, NE

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Hastings, NE

UnscoredLimited · 16
$6,995290,384 mi

Comparison: 16 similar vehicles

Hastings, NE

2013 Ford Flex SEL

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

2013 Ford Flex SEL

Shelton, NE

UnscoredInsufficient · 3
$6,995143,000 mi

Comparison: 3 similar vehicles

Shelton, NE

2004 Ford Excursion XLT

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

2004 Ford Excursion XLT

Glen Elder, KS

UnscoredLimited · 6
$6,995343,240 mi

Comparison: 6 similar vehicles

Glen Elder, KS

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Alton, KS

UnscoredInsufficient · 3
$7,500190,000 mi

Comparison: 3 similar vehicles

Alton, KS

2004 Jeep Liberty Renegade

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

2004 Jeep Liberty Renegade

Hastings, NE

UnscoredInsufficient · 0
$7,500137,484 mi

Hastings, NE

2013 Volkswagen Touareg Sport

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

2013 Volkswagen Touareg Sport

Hastings, NE

UnscoredInsufficient · 0
$7,599147,000 mi

Hastings, NE

2003 Ford Excursion XLT

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

2003 Ford Excursion XLT

Hastings, NE

UnscoredInsufficient · 0
$7,599173,000 mi

Hastings, NE

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

Sutton, NE

UnscoredInsufficient · 0
$7,645218,089 mi

Sutton, NE

2012 Jeep Liberty Limited Jet Edition

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

2012 Jeep Liberty Limited Jet Edition

Hastings, NE

UnscoredInsufficient · 0
$7,99989,000 mi

Hastings, NE

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Alton, KS

UnscoredInsufficient · 4
$8,250130,931 mi

Comparison: 4 similar vehicles

Alton, KS

2018 Subaru Forester Base

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

2018 Subaru Forester Base

Alton, KS

UnscoredInsufficient · 0
$8,750157,603 mi

Alton, KS

2017 Ford Escape SE

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

2017 Ford Escape SE

Hastings, NE

UnscoredLimited · 5
$8,927111,248 mi

Comparison: 5 similar vehicles

Hastings, NE

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Minden, NE

UnscoredInsufficient · 0
$8,950187,923 mi

Minden, NE

2018 Ford Escape S

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

2018 Ford Escape S

Hastings, NE

UnscoredLimited · 5
$8,995138,505 mi

Comparison: 5 similar vehicles

Hastings, NE

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Glen Elder, KS

Fair PriceLimited · 18
$8,995116,425 mi

Market: $1,500 – $10,729

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Glen Elder, KS

2013 GMC Yukon Denali

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

2013 GMC Yukon Denali

Hastings, NE

UnscoredLimited · 8
$8,999215,000 mi

Comparison: 8 similar vehicles

Hastings, NE

2017 Ford Escape SE

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

2017 Ford Escape SE

Hastings, NE

UnscoredLimited · 5
$9,299109,000 mi

Comparison: 5 similar vehicles

Hastings, NE

2013 Chevrolet Suburban LTZ

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

2013 Chevrolet Suburban LTZ

Hastings, NE

UnscoredInsufficient · 3
$9,563222,757 mi

Comparison: 3 similar vehicles

Hastings, NE

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Sutton, NE

UnscoredInsufficient · 3
$9,592155,339 mi

Comparison: 3 similar vehicles

Sutton, NE

2008 Cadillac Escalade Base

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

2008 Cadillac Escalade Base

Hastings, NE

UnscoredInsufficient · 4
$9,599150,000 mi

Comparison: 4 similar vehicles

Hastings, NE

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Kearney, NE

UnscoredLimited · 8
$9,800123,141 mi

Comparison: 8 similar vehicles

Kearney, NE

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Downs, KS

UnscoredModerate · 38
$9,950121,468 mi

Comparison: 38 similar vehicles

Downs, KS

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Kenesaw, NE

UnscoredModerate · 28
$9,995171,134 mi

Comparison: 28 similar vehicles

Kenesaw, NE

2010 Dodge Nitro SXT

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

2010 Dodge Nitro SXT

Shelton, NE

UnscoredInsufficient · 0
$9,99563,000 mi

Shelton, NE

2004 Ford Excursion XLT

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

2004 Ford Excursion XLT

Kenesaw, NE

UnscoredLimited · 6
$9,995198,835 mi

Comparison: 6 similar vehicles

Kenesaw, NE

No Photo

2015 Ford Explorer Limited

Hastings, NE

UnscoredLimited · 11
$9,999180,000 mi

Comparison: 11 similar vehicles

Hastings, NE

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

Sutton, NE

UnscoredModerate · 23
$10,395147,955 mi

Comparison: 23 similar vehicles

Sutton, NE

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Alton, KS

UnscoredInsufficient · 0
$10,500154,549 mi

Alton, KS

2013 Chevrolet Suburban LTZ

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

2013 Chevrolet Suburban LTZ

Hastings, NE

UnscoredInsufficient · 3
$10,563165,601 mi

Comparison: 3 similar vehicles

Hastings, NE

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Minden, NE

UnscoredModerate · 41
$10,950195,806 mi

Comparison: 41 similar vehicles

Minden, NE

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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