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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

569 listings found

1998 Dodge Ram Pickup ST

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

1998 Dodge Ram Pickup ST

Beatrice, NE

UnscoredInsufficient · 4
$3,995211,345 mi

Comparison: 4 similar vehicles

Beatrice, 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

Unscored
$4,999234,709 mi

Comparison: 16 similar vehicles

Beatrice, NE

2006 Scion xB Base

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

2006 Scion xB Base

Beatrice, NE

UnscoredInsufficient · 0
$6,094131,570 mi

Beatrice, NE

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

1997 Cadillac DeVille

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

1997 Cadillac DeVille

Beatrice, NE

UnscoredInsufficient · 0
$6,094142,445 mi

Beatrice, NE

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Beatrice, NE

Unscored
$6,638156,920 mi

Comparison: 6 similar vehicles

Beatrice, NE

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Beatrice, NE

UnscoredInsufficient · 0
$6,995263,599 mi

Beatrice, NE

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

Beatrice, NE

UnscoredInsufficient · 4
$7,094172,250 mi

Comparison: 4 similar vehicles

Beatrice, NE

2016 Chevrolet Impala 2LZ

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

2016 Chevrolet Impala 2LZ

Beatrice, NE

UnscoredInsufficient · 4
$7,956192,493 mi

Comparison: 4 similar vehicles

Beatrice, 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

Unscored
$7,995174,940 mi

Comparison: 6 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

Unscored
$7,999207,943 mi

Comparison: 16 similar vehicles

Beatrice, NE

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Beatrice, NE

UnscoredInsufficient · 3
$8,324205,289 mi

Comparison: 3 similar vehicles

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

Unscored
$8,331138,649 mi

Comparison: 25 similar vehicles

Beatrice, 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

Fair PriceModerate · 24
$8,900112,000 mi

Market: $2,999 – $13,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Beatrice, NE

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Beatrice, NE

Unscored
$8,995172,001 mi

Comparison: 25 similar vehicles

Beatrice, NE

2012 RAM 2500 Pickup Laramie

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

2012 RAM 2500 Pickup Laramie

Beatrice, NE

Unscored
$8,995237,873 mi

Comparison: 5 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 · 0
$8,999155,237 mi

Beatrice, NE

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Beatrice, NE

Unscored
$9,713211,980 mi

Comparison: 13 similar vehicles

Beatrice, NE

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 · 29
$9,999116,476 mi

Market: $1,500 – $12,694

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Beatrice, NE

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Beatrice, NE

Unscored
$10,767113,526 mi

Comparison: 6 similar vehicles

Beatrice, NE

2009 Dodge Ram 2500 Pickup SLT

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

2009 Dodge Ram 2500 Pickup SLT

Beatrice, NE

UnscoredInsufficient · 0
$10,900306,911 mi

Beatrice, NE

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

OverpricedLimited · 13
$10,995168,412 mi

Market: $6,499 – $9,950

Comparison: 13 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Beatrice, NE

2014 Chevrolet Malibu 1LZ

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

2014 Chevrolet Malibu 1LZ

Beatrice, NE

UnscoredInsufficient · 0
$10,995142,451 mi

Beatrice, NE

2016 Ford Escape SE

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

2016 Ford Escape SE

Beatrice, NE

Fair PriceModerate · 41
$10,999104,744 mi

Market: $3,900 – $17,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Beatrice, NE

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Beatrice, NE

UnscoredInsufficient · 3
$11,094144,944 mi

Comparison: 3 similar vehicles

Beatrice, 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
$11,251116,957 mi

Beatrice, NE

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Beatrice, NE

UnscoredInsufficient · 3
$11,400152,935 mi

Comparison: 3 similar vehicles

Beatrice, NE

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Beatrice, NE

Unscored
$11,774154,702 mi

Comparison: 44 similar vehicles

Beatrice, NE

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Beatrice, NE

Unscored
$11,995201,663 mi

Comparison: 11 similar vehicles

Beatrice, NE

2011 RAM 2500 Pickup Laramie

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

2011 RAM 2500 Pickup Laramie

Beatrice, NE

UnscoredInsufficient · 0
$11,995240,500 mi

Beatrice, NE

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Beatrice, NE

Unscored
$11,999124,422 mi

Comparison: 9 similar vehicles

Beatrice, NE

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Beatrice, NE

Unscored
$12,574173,380 mi

Comparison: 63 similar vehicles

Beatrice, NE

2006 Ford F-250 Super Duty Lariat

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

2006 Ford F-250 Super Duty Lariat

Beatrice, NE

UnscoredInsufficient · 0
$13,094154,920 mi

Beatrice, NE

2005 Ford F-250 Super Duty XL

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

2005 Ford F-250 Super Duty XL

Beatrice, NE

Unscored
$13,198134,175 mi

Comparison: 6 similar vehicles

Beatrice, NE

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Beatrice, NE

Unscored
$13,540178,770 mi

Comparison: 8 similar vehicles

Beatrice, NE

2017 Chevrolet Colorado Work Truck

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

2017 Chevrolet Colorado Work Truck

Beatrice, NE

Unscored
$13,876127,953 mi

Comparison: 7 similar vehicles

Beatrice, NE

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Beatrice, NE

Fair PriceLimited · 12
$13,900107,217 mi

Market: $9,500 – $15,487

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Beatrice, NE

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Beatrice, NE

Unscored
$14,094125,357 mi

Comparison: 12 similar vehicles

Beatrice, NE

2015 Nissan Armada Platinum

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

2015 Nissan Armada Platinum

Beatrice, NE

OverpricedLimited · 14
$14,094145,803 mi

Market: $10,287 – $13,819

Comparison: 14 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Beatrice, NE

2020 Ford Escape SE

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

2020 Ford Escape SE

Beatrice, NE

Fair PriceRobust · 75
$14,595101,973 mi

Market: $8,450 – $18,795

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 598 days listed (based on current market benchmarks)

Beatrice, NE

2019 Ford Escape SE

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

2019 Ford Escape SE

Beatrice, NE

Fair PriceRobust · 60
$14,595107,028 mi

Market: $5,545 – $16,772

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 598 days listed (based on current market benchmarks)

Beatrice, NE

2018 Ford Flex SEL

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

2018 Ford Flex SEL

Beatrice, NE

UnscoredInsufficient · 0
$14,676111,100 mi

Beatrice, NE

2019 Ford Fusion Titanium

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

2019 Ford Fusion Titanium

Beatrice, NE

UnscoredInsufficient · 3
$14,995128,500 mi

Comparison: 3 similar vehicles

Beatrice, NE

2016 Chrysler 300 Limited

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

2016 Chrysler 300 Limited

Beatrice, NE

Unscored
$14,99982,761 mi

Comparison: 8 similar vehicles

Beatrice, NE

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Beatrice, NE

Unscored
$14,999178,687 mi

Comparison: 9 similar vehicles

Beatrice, NE

2021 Jeep Cherokee Altitude

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

2021 Jeep Cherokee Altitude

Beatrice, NE

OverpricedLimited · 15
$15,67482,371 mi

Market: $12,680 – $13,795

Comparison: 15 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Beatrice, NE

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Beatrice, NE

UnscoredInsufficient · 3
$15,900102,000 mi

Comparison: 3 similar vehicles

Beatrice, NE

2014 Chevrolet Silverado 1500 High Country

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

2014 Chevrolet Silverado 1500 High Country

Beatrice, NE

UnscoredInsufficient · 0
$15,900182,000 mi

Beatrice, NE

2022 Chrysler 300 Touring

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

2022 Chrysler 300 Touring

Beatrice, NE

UnscoredInsufficient · 0
$15,987146,360 mi

Beatrice, NE

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Beatrice, NE

Unscored
$15,99586,806 mi

Comparison: 5 similar vehicles

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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