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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

332 listings found

2012 GMC Savana Cargo Base

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

2012 GMC Savana Cargo Base

Great Bend, ND

UnscoredInsufficient · 0
$4,995298,000 mi

Great Bend, ND

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Great Bend, ND

Unscored
$4,995151,000 mi

Comparison: 8 similar vehicles

Great Bend, ND

2015 Chevrolet Spark 1LT

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

2015 Chevrolet Spark 1LT

Wahpeton, ND

UnscoredInsufficient · 0
$5,20081,000 mi

Wahpeton, ND

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Wahpeton, ND

Unscored
$5,990148,949 mi

Comparison: 8 similar vehicles

Wahpeton, ND

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Great Bend, ND

UnscoredInsufficient · 0
$6,495158,000 mi

Great Bend, ND

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Great Bend, ND

OverpricedLimited · 10
$6,995134,000 mi

Market: $3,649 – $5,990

Comparison: 10 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Great Bend, ND

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Great Bend, ND

UnscoredInsufficient · 0
$6,995149,000 mi

Great Bend, ND

2017 Subaru Outback Premium

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

2017 Subaru Outback Premium

Wahpeton, ND

Unscored
$7,490209,488 mi

Comparison: 8 similar vehicles

Wahpeton, ND

2015 Kia Soul +

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

2015 Kia Soul +

Wahpeton, ND

UnscoredInsufficient · 4
$7,900165,000 mi

Comparison: 4 similar vehicles

Wahpeton, ND

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Wahpeton, ND

Unscored
$7,990171,106 mi

Comparison: 8 similar vehicles

Wahpeton, ND

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Great Bend, ND

UnscoredInsufficient · 0
$7,995123,000 mi

Great Bend, ND

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Great Bend, ND

UnscoredInsufficient · 4
$7,99578,000 mi

Comparison: 4 similar vehicles

Great Bend, ND

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Great Bend, ND

UnscoredInsufficient · 0
$7,995130,000 mi

Great Bend, ND

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Wahpeton, ND

Fair PriceModerate · 22
$8,995119,000 mi

Market: $6,250 – $14,795

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 623 days listed (based on current market benchmarks)

Wahpeton, ND

2017 Kia Optima LX

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

2017 Kia Optima LX

Wahpeton, ND

UnscoredInsufficient · 4
$8,99798,185 mi

Comparison: 4 similar vehicles

Wahpeton, ND

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Wahpeton, ND

Unscored
$9,378160,930 mi

Comparison: 13 similar vehicles

Wahpeton, ND

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Wahpeton, ND

UnscoredInsufficient · 3
$9,69478,275 mi

Comparison: 3 similar vehicles

Wahpeton, ND

2007 Dodge Sprinter Van Base

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

2007 Dodge Sprinter Van Base

Wahpeton, ND

UnscoredInsufficient · 0
$9,800206,000 mi

Wahpeton, ND

2015 Mazda CX-9 Touring

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

2015 Mazda CX-9 Touring

Wahpeton, ND

UnscoredInsufficient · 0
$9,990114,194 mi

Wahpeton, ND

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Great Bend, ND

Fair PriceLimited · 13
$9,99582,000 mi

Market: $5,500 – $11,499

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 486 days listed (based on current market benchmarks)

Great Bend, ND

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Great Bend, ND

Unscored
$9,995122,000 mi

Comparison: 8 similar vehicles

Great Bend, ND

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Great Bend, ND

Fair PriceLimited · 12
$10,999Mileage not verified

Market: $7,350 – $15,340

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 575 days listed (based on current market benchmarks)

Great Bend, ND

2008 Pontiac Solstice Base

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

2008 Pontiac Solstice Base

Lidgerwood, ND

UnscoredInsufficient · 0
$11,44546,739 mi

Lidgerwood, ND

2015 RAM 1500 Pickup Outdoorsman

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

2015 RAM 1500 Pickup Outdoorsman

Wahpeton, ND

UnscoredInsufficient · 0
$11,490171,105 mi

Wahpeton, ND

2020 Hyundai Santa Fe SEL

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

2020 Hyundai Santa Fe SEL

Wahpeton, ND

Unscored
$11,694124,646 mi

Comparison: 12 similar vehicles

Wahpeton, ND

2018 Ford Escape SE

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

2018 Ford Escape SE

Lidgerwood, ND

Fair PriceModerate · 27
$11,77090,937 mi

Market: $8,500 – $16,999

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lidgerwood, ND

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Wahpeton, ND

Unscored
$11,800163,000 mi

Comparison: 9 similar vehicles

Wahpeton, ND

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Lidgerwood, ND

Unscored
$12,345149,101 mi

Comparison: 26 similar vehicles

Lidgerwood, ND

2016 Hyundai Tucson Sport

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

2016 Hyundai Tucson Sport

Wahpeton, ND

UnscoredInsufficient · 3
$12,50083,000 mi

Comparison: 3 similar vehicles

Wahpeton, ND

2016 RAM 1500 SLT

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

2016 RAM 1500 SLT

Wahpeton, ND

UnscoredInsufficient · 0
$12,995156,000 mi

Wahpeton, ND

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Great Bend, ND

Unscored
$12,995123,000 mi

Comparison: 6 similar vehicles

Great Bend, ND

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Wheaton, MN

Unscored
$13,885107,959 mi

Comparison: 9 similar vehicles

Wheaton, MN

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Wheaton, MN

Fair PriceRobust · 85
$13,985107,092 mi

Market: $6,995 – $15,997

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 327 days listed (based on current market benchmarks)

Wheaton, MN

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Wahpeton, ND

Unscored
$13,990157,643 mi

Comparison: 50 similar vehicles

Wahpeton, ND

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Great Bend, ND

Fair PriceModerate · 42
$14,99577,000 mi

Market: $10,000 – $19,875

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Great Bend, ND

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

Wahpeton, ND

Fair PriceLimited · 11
$14,99584,000 mi

Market: $8,995 – $20,056

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Wahpeton, ND

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

Wahpeton, ND

Unscored
$15,490128,902 mi

Comparison: 9 similar vehicles

Wahpeton, ND

2019 Ford Taurus Limited

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

2019 Ford Taurus Limited

Lidgerwood, ND

Unscored
$15,79086,268 mi

Comparison: 5 similar vehicles

Lidgerwood, ND

2014 GMC Savana Cargo Work Van

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

2014 GMC Savana Cargo Work Van

Wahpeton, ND

UnscoredInsufficient · 0
$15,800151,000 mi

Wahpeton, ND

2015 Chevrolet Tahoe LT

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

2015 Chevrolet Tahoe LT

Great Bend, ND

Unscored
$15,995173,000 mi

Comparison: 21 similar vehicles

Great Bend, ND

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Great Bend, ND

Unscored
$15,995155,000 mi

Comparison: 5 similar vehicles

Great Bend, ND

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Wahpeton, ND

Unscored
$17,490136,207 mi

Comparison: 27 similar vehicles

Wahpeton, ND

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Wahpeton, ND

UnscoredInsufficient · 0
$17,50061,000 mi

Wahpeton, ND

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Lidgerwood, ND

Fair PriceModerate · 27
$18,09091,690 mi

Market: $10,500 – $18,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Lidgerwood, ND

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Lidgerwood, ND

Unscored
$18,09098,225 mi

Comparison: 6 similar vehicles

Lidgerwood, ND

2014 Ford F-150 King Ranch

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

2014 Ford F-150 King Ranch

Lidgerwood, ND

UnscoredInsufficient · 3
$18,090130,675 mi

Comparison: 3 similar vehicles

Lidgerwood, ND

2017 RAM Promaster City Tradesman

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

2017 RAM Promaster City Tradesman

Wahpeton, ND

UnscoredInsufficient · 0
$18,800145,000 mi

Wahpeton, ND

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Wahpeton, ND

Fair PriceModerate · 22
$19,99059,392 mi

Market: $14,799 – $21,295

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Wahpeton, ND

2018 Ford F-350 Super Duty XL

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

2018 Ford F-350 Super Duty XL

Wahpeton, ND

UnscoredInsufficient · 0
$19,990182,896 mi

Wahpeton, ND

2018 Toyota Highlander SE

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

2018 Toyota Highlander SE

Wahpeton, ND

UnscoredInsufficient · 0
$19,993126,622 mi

Wahpeton, ND

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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