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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 22, 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

1,660 listings found

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Shenandoah, IA

UnscoredInsufficient · 0
$2,000236,264 mi

Shenandoah, IA

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Beatrice, NE

Salvage title
$4,094122,205 mi

Beatrice, NE

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Lincoln, NE

UnscoredModerate · 21
$4,249175,370 mi

Comparison: 21 similar vehicles

Lincoln, NE

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Beatrice, NE

UnscoredLimited · 12
$4,999234,709 mi

Comparison: 12 similar vehicles

Beatrice, NE

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Plattsmouth, NE

UnscoredInsufficient · 0
$5,176110,011 mi

Plattsmouth, NE

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Lincoln, NE

UnscoredLimited · 10
$5,299178,289 mi

Comparison: 10 similar vehicles

Lincoln, NE

2012 GMC Terrain SLT-1

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

2012 GMC Terrain SLT-1

Falls City, NE

UnscoredInsufficient · 0
$5,900171,303 mi

Falls City, NE

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Tecumseh, NE

UnscoredModerate · 28
$5,950168,374 mi

Comparison: 28 similar vehicles

Tecumseh, NE

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Glenwood, IA

UnscoredInsufficient · 4
$5,990179,995 mi

Comparison: 4 similar vehicles

Glenwood, IA

1998 Chevrolet Blazer Base

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

1998 Chevrolet Blazer Base

Beatrice, NE

UnscoredInsufficient · 0
$6,094248,908 mi

Beatrice, NE

2014 Ford Explorer Utility Police Interceptor

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

2014 Ford Explorer Utility Police Interceptor

Plattsmouth, NE

UnscoredInsufficient · 0
$6,589114,958 mi

Plattsmouth, NE

2015 Ford Explorer Sport

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

2015 Ford Explorer Sport

Elmwood, NE

UnscoredLimited · 11
$7,295164,614 mi

Comparison: 11 similar vehicles

Elmwood, NE

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

Beatrice, NE

UnscoredInsufficient · 3
$7,995174,940 mi

Comparison: 3 similar vehicles

Beatrice, NE

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Beatrice, NE

UnscoredLimited · 14
$7,999207,943 mi

Comparison: 14 similar vehicles

Beatrice, NE

2013 Lincoln Navigator Base

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

2013 Lincoln Navigator Base

Seneca, KS

UnscoredInsufficient · 4
$8,000189,232 mi

Comparison: 4 similar vehicles

Seneca, KS

2012 Ford Flex Titanium

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

2012 Ford Flex Titanium

Plattsmouth, NE

UnscoredInsufficient · 0
$8,294158,931 mi

Plattsmouth, NE

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Falls City, NE

UnscoredRobust · 57
$8,900160,081 mi

Comparison: 57 similar vehicles

Falls City, NE

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Beatrice, NE

UnscoredInsufficient · 4
$8,900112,000 mi

Comparison: 4 similar vehicles

Beatrice, NE

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Tecumseh, NE

UnscoredLimited · 11
$8,950175,984 mi

Comparison: 11 similar vehicles

Tecumseh, NE

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Glenwood, IA

UnscoredInsufficient · 3
$8,990108,402 mi

Comparison: 3 similar vehicles

Glenwood, IA

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Glenwood, IA

UnscoredLimited · 12
$8,990121,109 mi

Comparison: 12 similar vehicles

Glenwood, IA

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Glenwood, IA

UnscoredLimited · 8
$8,990104,672 mi

Comparison: 8 similar vehicles

Glenwood, IA

2013 INFINITI QX 56

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

2013 INFINITI QX 56

Shenandoah, IA

UnscoredInsufficient · 0
$8,995208,228 mi

Shenandoah, IA

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Beatrice, NE

UnscoredModerate · 27
$8,999158,224 mi

Comparison: 27 similar vehicles

Beatrice, NE

2014 Jeep Grand Cherokee Altitude

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

2014 Jeep Grand Cherokee Altitude

Beatrice, NE

UnscoredInsufficient · 3
$8,999155,205 mi

Comparison: 3 similar vehicles

Beatrice, NE

2013 Ford Edge SE

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

2013 Ford Edge SE

Beatrice, NE

Fair PriceLimited · 14
$8,999108,628 mi

Market: $6,699 – $11,697

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Beatrice, NE

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Beatrice, NE

UnscoredModerate · 25
$9,269138,649 mi

Comparison: 25 similar vehicles

Beatrice, NE

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Lincoln, NE

Fair PriceModerate · 35
$9,300119,639 mi

Market: $5,950 – $13,590

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Lincoln, NE

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Auburn, NE

UnscoredModerate · 24
$9,495128,046 mi

Comparison: 24 similar vehicles

Auburn, NE

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Shenandoah, IA

UnscoredInsufficient · 0
$9,495128,931 mi

Shenandoah, IA

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Glenwood, IA

UnscoredLimited · 10
$9,809144,824 mi

Comparison: 10 similar vehicles

Glenwood, IA

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Tecumseh, NE

UnscoredLimited · 8
$9,950148,055 mi

Comparison: 8 similar vehicles

Tecumseh, NE

2012 Chevrolet Suburban LTZ

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

2012 Chevrolet Suburban LTZ

Tecumseh, NE

UnscoredLimited · 8
$9,950187,151 mi

Comparison: 8 similar vehicles

Tecumseh, NE

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Tecumseh, NE

UnscoredLimited · 5
$9,95074,786 mi

Comparison: 5 similar vehicles

Tecumseh, 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

Glenwood, IA

Fair PriceModerate · 25
$9,990117,737 mi

Market: $4,950 – $14,904

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Glenwood, IA

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Glenwood, IA

UnscoredInsufficient · 3
$9,990105,550 mi

Comparison: 3 similar vehicles

Glenwood, IA

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Glenwood, IA

UnscoredInsufficient · 0
$9,990102,973 mi

Glenwood, IA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Beatrice, NE

Fair PriceModerate · 25
$9,999116,476 mi

Market: $1,500 – $10,795

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Beatrice, NE

2019 Subaru Forester Premium

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

2019 Subaru Forester Premium

Sabetha, KS

UnscoredModerate · 25
$10,000131,000 mi

Comparison: 25 similar vehicles

Sabetha, KS

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Plattsmouth, NE

Salvage title
$10,164167,812 mi

Plattsmouth, NE

2017 Ford Escape SE

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

2017 Ford Escape SE

Seneca, KS

UnscoredRobust · 129
$10,500124,465 mi

Comparison: 129 similar vehicles

Seneca, KS

2015 Nissan Armada Platinum

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

2015 Nissan Armada Platinum

Nebraska City, NE

UnscoredModerate · 20
$10,900157,148 mi

Comparison: 20 similar vehicles

Nebraska City, NE

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Falls City, NE

Fair PriceLimited · 12
$10,950118,478 mi

Market: $3,799 – $15,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Falls City, NE

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Glenwood, IA

UnscoredModerate · 30
$10,990124,556 mi

Comparison: 30 similar vehicles

Glenwood, IA

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Beatrice, NE

UnscoredLimited · 9
$10,995168,412 mi

Comparison: 9 similar vehicles

Beatrice, NE

2013 Ford Escape SE

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

2013 Ford Escape SE

Beatrice, NE

OverpricedModerate · 20
$11,094154,866 mi

Market: $3,200 – $10,995

Comparison: 20 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Beatrice, NE

2019 Nissan Armada SL

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

2019 Nissan Armada SL

Lincoln, NE

UnscoredLimited · 16
$11,099169,947 mi

Comparison: 16 similar vehicles

Lincoln, NE

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Lincoln, NE

Fair PriceModerate · 22
$11,100105,388 mi

Market: $4,950 – $22,995

Comparison: 22 similar vehicles

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

Lincoln, NE

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Lincoln, NE

UnscoredLimited · 9
$11,149122,651 mi

Comparison: 9 similar vehicles

Lincoln, NE

2021 Hyundai Venue SE

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

2021 Hyundai Venue SE

Beatrice, NE

UnscoredInsufficient · 0
$11,251116,956 mi

Beatrice, 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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