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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

933 listings found

2009 Hyundai Santa Fe SE

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

2009 Hyundai Santa Fe SE

Yankton, SD

UnscoredInsufficient · 0
$3,000170,257 mi

Yankton, SD

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Bloomfield, NE

UnscoredLimited · 10
$3,950143,337 mi

Comparison: 10 similar vehicles

Bloomfield, NE

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Harrisburg, SD

UnscoredLimited · 5
$3,975119,949 mi

Comparison: 5 similar vehicles

Harrisburg, SD

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Beresford, SD

UnscoredInsufficient · 0
$3,998198,452 mi

Beresford, SD

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Harrisburg, SD

UnscoredModerate · 21
$4,250119,691 mi

Comparison: 21 similar vehicles

Harrisburg, SD

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Harrisburg, SD

UnscoredInsufficient · 4
$4,450107,988 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Harrisburg, SD

UnscoredLimited · 5
$4,50089,165 mi

Comparison: 5 similar vehicles

Harrisburg, SD

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Tea, SD

UnscoredInsufficient · 0
$4,669162,985 mi

Tea, SD

2018 Ford Escape SE

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

2018 Ford Escape SE

Harrisburg, SD

UnscoredModerate · 34
$4,75098,635 mi

Comparison: 34 similar vehicles

Harrisburg, SD

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Parker, SD

UnscoredInsufficient · 0
$4,790165,614 mi

Parker, SD

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Canton, SD

UnscoredInsufficient · 3
$4,900190,584 mi

Comparison: 3 similar vehicles

Canton, SD

2018 Hyundai Tucson SE

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

2018 Hyundai Tucson SE

Harrisburg, SD

UnscoredInsufficient · 0
$4,97586,002 mi

Harrisburg, SD

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Harrisburg, SD

UnscoredLimited · 11
$4,975110,874 mi

Comparison: 11 similar vehicles

Harrisburg, SD

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Harrisburg, SD

UnscoredInsufficient · 3
$4,97596,341 mi

Comparison: 3 similar vehicles

Harrisburg, SD

2016 GMC Terrain SLE-2

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

2016 GMC Terrain SLE-2

Harrisburg, SD

UnscoredInsufficient · 0
$4,97559,569 mi

Harrisburg, SD

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Harrisburg, SD

UnscoredInsufficient · 4
$4,975108,878 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Harrisburg, SD

UnscoredLimited · 7
$4,97596,539 mi

Comparison: 7 similar vehicles

Harrisburg, SD

2014 Cadillac SRX Performance Collection

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

2014 Cadillac SRX Performance Collection

Harrisburg, SD

UnscoredInsufficient · 4
$4,975104,677 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Beresford, SD

UnscoredLimited · 17
$4,999146,094 mi

Comparison: 17 similar vehicles

Beresford, SD

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Harrisburg, SD

UnscoredInsufficient · 3
$5,25087,648 mi

Comparison: 3 similar vehicles

Harrisburg, SD

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Harrisburg, SD

UnscoredInsufficient · 4
$5,250109,018 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2021 Chevrolet Trailblazer LS

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

2021 Chevrolet Trailblazer LS

Harrisburg, SD

UnscoredLimited · 7
$5,45084,328 mi

Comparison: 7 similar vehicles

Harrisburg, SD

2019 Lincoln MKC Select

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

2019 Lincoln MKC Select

Harrisburg, SD

UnscoredInsufficient · 0
$5,45099,891 mi

Harrisburg, SD

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Tea, SD

UnscoredLimited · 11
$5,499192,000 mi

Comparison: 11 similar vehicles

Tea, SD

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Tea, SD

UnscoredLimited · 13
$5,499199,000 mi

Comparison: 13 similar vehicles

Tea, SD

2010 Dodge Journey SE

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

2010 Dodge Journey SE

Tea, SD

UnscoredInsufficient · 0
$5,499130,000 mi

Tea, SD

2004 Ford Escape XLT

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

2004 Ford Escape XLT

Tea, SD

UnscoredInsufficient · 0
$5,499114,000 mi

Tea, SD

2017 Ford Escape SE

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

2017 Ford Escape SE

Harrisburg, SD

Fair PriceLimited · 10
$5,75091,523 mi

Market: $4,950 – $12,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Harrisburg, SD

2016 Lincoln MKX Reserve

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

2016 Lincoln MKX Reserve

Harrisburg, SD

UnscoredInsufficient · 4
$5,75085,209 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2016 GMC Terrain SLE-2

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

2016 GMC Terrain SLE-2

Harrisburg, SD

Great DealLimited · 12
$5,77584,658 mi

Market: $6,500 – $13,320

Comparison: 12 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 42 days listed (based on current market benchmarks)

Harrisburg, SD

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Bloomfield, NE

UnscoredInsufficient · 3
$5,950164,903 mi

Comparison: 3 similar vehicles

Bloomfield, NE

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Harrisburg, SD

UnscoredLimited · 5
$5,97562,251 mi

Comparison: 5 similar vehicles

Harrisburg, SD

2020 Ford Escape SE

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

2020 Ford Escape SE

Harrisburg, SD

UnscoredModerate · 34
$5,97590,024 mi

Comparison: 34 similar vehicles

Harrisburg, SD

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Harrisburg, SD

UnscoredInsufficient · 3
$5,97598,348 mi

Comparison: 3 similar vehicles

Harrisburg, SD

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Harrisburg, SD

UnscoredInsufficient · 4
$5,975110,725 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Harrisburg, SD

UnscoredInsufficient · 4
$5,975133,536 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Harrisburg, SD

UnscoredInsufficient · 3
$5,97576,245 mi

Comparison: 3 similar vehicles

Harrisburg, SD

2011 Ford Edge SE

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

2011 Ford Edge SE

Parker, SD

UnscoredInsufficient · 0
$5,990197,608 mi

Parker, SD

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Vermillion, SD

UnscoredLimited · 10
$5,995214,300 mi

Comparison: 10 similar vehicles

Vermillion, SD

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Bloomfield, NE

UnscoredLimited · 12
$5,995180,646 mi

Comparison: 12 similar vehicles

Bloomfield, NE

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Tea, SD

UnscoredLimited · 8
$5,999193,000 mi

Comparison: 8 similar vehicles

Tea, SD

2006 Honda CR-V EX

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

2006 Honda CR-V EX

Tea, SD

UnscoredInsufficient · 0
$6,069163,137 mi

Tea, SD

2018 Mitsubishi Outlander SEL

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

2018 Mitsubishi Outlander SEL

Worthing, SD

UnscoredInsufficient · 3
$6,500141,000 mi

Comparison: 3 similar vehicles

Worthing, SD

2017 Mitsubishi Outlander Sport ES

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

2017 Mitsubishi Outlander Sport ES

Tea, SD

UnscoredInsufficient · 3
$6,500170,195 mi

Comparison: 3 similar vehicles

Tea, SD

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Tea, SD

UnscoredLimited · 5
$6,500202,873 mi

Comparison: 5 similar vehicles

Tea, SD

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Harrisburg, SD

UnscoredInsufficient · 0
$6,500102,126 mi

Harrisburg, SD

2014 Ford Expedition XLT

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

2014 Ford Expedition XLT

Creighton, NE

UnscoredInsufficient · 3
$6,500191,375 mi

Comparison: 3 similar vehicles

Creighton, NE

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Harrisburg, SD

UnscoredLimited · 6
$6,500127,410 mi

Comparison: 6 similar vehicles

Harrisburg, SD

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Harrisburg, SD

UnscoredLimited · 6
$6,750101,094 mi

Comparison: 6 similar vehicles

Harrisburg, SD

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Hartington, NE

UnscoredModerate · 28
$6,900171,584 mi

Comparison: 28 similar vehicles

Hartington, 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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