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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

252 listings found

2015 Land Rover Range Rover Evoque Pure Plus

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

2015 Land Rover Range Rover Evoque Pure Plus

Waubay, SD

UnscoredInsufficient · 0
$4,500101,477 mi

Waubay, SD

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

Webster, SD

UnscoredInsufficient · 3
$4,900148,988 mi

Comparison: 3 similar vehicles

Webster, SD

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 · 11
$6,995134,000 mi

Market: $4,632 – $4,995

Comparison: 11 similar vehicles

Priced ~40% 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

2005 Ford Excursion Limited

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

2005 Ford Excursion Limited

Milbank, SD

UnscoredInsufficient · 0
$7,500231,208 mi

Milbank, SD

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Milbank, SD

UnscoredInsufficient · 3
$7,978135,717 mi

Comparison: 3 similar vehicles

Milbank, SD

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

UnscoredLimited · 8
$7,990171,106 mi

Comparison: 8 similar vehicles

Wahpeton, 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 · 0
$7,99578,000 mi

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

2017 Cadillac XT5 Premium Luxury

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

2017 Cadillac XT5 Premium Luxury

Milbank, SD

UnscoredLimited · 9
$8,800193,217 mi

Comparison: 9 similar vehicles

Milbank, SD

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 · 38
$8,995119,000 mi

Market: $4,149 – $14,795

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 604 days listed (based on current market benchmarks)

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

UnscoredLimited · 13
$9,378160,930 mi

Comparison: 13 similar vehicles

Wahpeton, ND

2009 GMC Yukon SLT2

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

2009 GMC Yukon SLT2

Wahpeton, ND

UnscoredInsufficient · 3
$9,490157,754 mi

Comparison: 3 similar vehicles

Wahpeton, 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

UnscoredLimited · 6
$9,995122,000 mi

Comparison: 6 similar vehicles

Great Bend, 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
$10,09478,275 mi

Comparison: 3 similar vehicles

Wahpeton, ND

2014 GMC Yukon XL Denali

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

2014 GMC Yukon XL Denali

Webster, SD

UnscoredLimited · 6
$10,899160,947 mi

Comparison: 6 similar vehicles

Webster, SD

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Wahpeton, ND

UnscoredLimited · 19
$10,900153,000 mi

Comparison: 19 similar vehicles

Wahpeton, ND

2017 Chevrolet Traverse Premier

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

2017 Chevrolet Traverse Premier

Wahpeton, ND

UnscoredLimited · 10
$10,990132,755 mi

Comparison: 10 similar vehicles

Wahpeton, ND

2015 GMC Yukon XL Denali

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

2015 GMC Yukon XL Denali

Waubay, SD

UnscoredModerate · 24
$11,350226,001 mi

Comparison: 24 similar vehicles

Waubay, SD

2016 Jeep Wrangler Unlimited Rubicon

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

2016 Jeep Wrangler Unlimited Rubicon

Waubay, SD

UnscoredLimited · 11
$11,500222,708 mi

Comparison: 11 similar vehicles

Waubay, SD

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 PriceLimited · 19
$11,77090,937 mi

Market: $8,995 – $16,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Lidgerwood, ND

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Milbank, SD

UnscoredInsufficient · 3
$11,80393,288 mi

Comparison: 3 similar vehicles

Milbank, SD

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

UnscoredLimited · 14
$11,894124,646 mi

Comparison: 14 similar vehicles

Wahpeton, ND

2015 Jeep Grand Cherokee Altitude

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

2015 Jeep Grand Cherokee Altitude

Ortonville, MN

Fair PriceLimited · 18
$11,995101,196 mi

Market: $10,151 – $14,849

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ortonville, MN

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

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Milbank, SD

UnscoredRobust · 53
$12,763147,787 mi

Comparison: 53 similar vehicles

Milbank, SD

2017 Jeep All-New Compass Trailhawk

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

2017 Jeep All-New Compass Trailhawk

Ortonville, MN

UnscoredLimited · 8
$12,99575,391 mi

Comparison: 8 similar vehicles

Ortonville, MN

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

UnscoredLimited · 8
$12,995123,000 mi

Comparison: 8 similar vehicles

Great Bend, ND

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 · 89
$13,985107,092 mi

Market: $7,345 – $17,299

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 308 days listed (based on current market benchmarks)

Wheaton, MN

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Webster, SD

UnscoredModerate · 27
$14,346143,005 mi

Comparison: 27 similar vehicles

Webster, SD

2015 Jeep Grand Cherokee Summit

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

2015 Jeep Grand Cherokee Summit

Wahpeton, ND

UnscoredInsufficient · 4
$14,893117,058 mi

Comparison: 4 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 PriceRobust · 53
$14,99577,000 mi

Market: $11,899 – $20,092

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 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 PriceModerate · 21
$14,99584,000 mi

Market: $9,995 – $22,298

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Wahpeton, ND

2003 Hummer H2 Base

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

2003 Hummer H2 Base

Waubay, SD

UnscoredLimited · 5
$14,995229,100 mi

Comparison: 5 similar vehicles

Waubay, SD

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Milbank, SD

Fair PriceRobust · 134
$15,30099,500 mi

Market: $6,975 – $19,371

Comparison: 134 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Milbank, SD

2019 GMC Acadia SLT-2

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

2019 GMC Acadia SLT-2

Waubay, SD

UnscoredLimited · 5
$15,900143,674 mi

Comparison: 5 similar vehicles

Waubay, SD

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

UnscoredLimited · 8
$15,995173,000 mi

Comparison: 8 similar vehicles

Great Bend, ND

2016 Honda CR-V Touring

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

2016 Honda CR-V Touring

Milbank, SD

UnscoredLimited · 6
$16,300124,559 mi

Comparison: 6 similar vehicles

Milbank, SD

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Webster, SD

UnscoredInsufficient · 4
$16,499154,922 mi

Comparison: 4 similar vehicles

Webster, SD

2021 Ford Edge SEL

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

2021 Ford Edge SEL

Milbank, SD

Salvage title
$16,90977,679 mi

Milbank, SD

2015 Honda Pilot Touring

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

2015 Honda Pilot Touring

Milbank, SD

UnscoredInsufficient · 4
$16,956110,001 mi

Comparison: 4 similar vehicles

Milbank, SD

2018 Chevrolet Tahoe LT

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

2018 Chevrolet Tahoe LT

Milbank, SD

UnscoredModerate · 21
$16,957177,731 mi

Comparison: 21 similar vehicles

Milbank, SD

2018 Buick Envision Essence

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

2018 Buick Envision Essence

Ortonville, MN

UnscoredInsufficient · 0
$16,99562,159 mi

Ortonville, MN

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Webster, SD

UnscoredModerate · 27
$17,147150,291 mi

Comparison: 27 similar vehicles

Webster, SD

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 PriceLimited · 16
$18,09091,690 mi

Market: $13,500 – $22,041

Comparison: 16 similar vehicles

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

Lidgerwood, ND

2021 Lincoln Corsair Reserve

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

2021 Lincoln Corsair Reserve

Wahpeton, ND

UnscoredLimited · 10
$19,289129,643 mi

Comparison: 10 similar vehicles

Wahpeton, ND

2019 Chevrolet Suburban LT

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

2019 Chevrolet Suburban LT

Webster, SD

UnscoredModerate · 28
$19,899153,502 mi

Comparison: 28 similar vehicles

Webster, SD

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

2017 Cadillac Escalade Luxury

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

2017 Cadillac Escalade Luxury

Wahpeton, ND

UnscoredLimited · 5
$20,483115,793 mi

Comparison: 5 similar vehicles

Wahpeton, ND

2020 Cadillac XT6 Premium Luxury

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

2020 Cadillac XT6 Premium Luxury

Wahpeton, ND

UnscoredLimited · 5
$20,990126,746 mi

Comparison: 5 similar vehicles

Wahpeton, ND

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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