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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

3,519 listings found

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Benton, AR

UnscoredInsufficient · 0
$1,895Mileage not verified

Benton, AR

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Benton, AR

UnscoredInsufficient · 0
$2,500291,400 mi

Benton, AR

2006 Suzuki XL-7 Base

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

2006 Suzuki XL-7 Base

Bryant, AR

UnscoredInsufficient · 0
$2,630207,111 mi

Bryant, AR

2007 Mercury Mountaineer Base

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

2007 Mercury Mountaineer Base

Sheridan, AR

UnscoredInsufficient · 0
$2,900215,807 mi

Sheridan, AR

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Benton, AR

UnscoredLimited · 10
$3,295185,170 mi

Comparison: 10 similar vehicles

Benton, AR

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Bryant, AR

UnscoredLimited · 6
$3,630265,127 mi

Comparison: 6 similar vehicles

Bryant, AR

2013 Buick Encore Base

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

2013 Buick Encore Base

Hot Springs, AR

UnscoredInsufficient · 0
$3,995124,600 mi

Hot Springs, AR

2007 Ford Escape XLS

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

2007 Ford Escape XLS

Benton, AR

UnscoredInsufficient · 0
$3,995Mileage not verified

Benton, AR

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Benton, AR

UnscoredInsufficient · 0
$3,995175,841 mi

Benton, AR

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Hot Springs, AR

UnscoredLimited · 5
$3,999Mileage not verified

Comparison: 5 similar vehicles

Hot Springs, AR

2005 Subaru Forester X

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

2005 Subaru Forester X

Bryant, AR

UnscoredInsufficient · 0
$4,630198,507 mi

Bryant, AR

2000 Ford Explorer XLT

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

2000 Ford Explorer XLT

Malvern, AR

UnscoredInsufficient · 0
$4,630122,224 mi

Malvern, AR

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Hope, AR

UnscoredInsufficient · 0
$4,900123,456 mi

Hope, AR

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Benton, AR

UnscoredLimited · 12
$4,995185,076 mi

Comparison: 12 similar vehicles

Benton, AR

2012 Nissan JUKE SL

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

2012 Nissan JUKE SL

Benton, AR

UnscoredInsufficient · 0
$4,995187,875 mi

Benton, AR

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Hot Springs, AR

UnscoredInsufficient · 0
$5,499167,390 mi

Hot Springs, AR

2015 Volvo XC60 Platinum

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

2015 Volvo XC60 Platinum

Hot Springs, AR

UnscoredInsufficient · 0
$5,900196,055 mi

Hot Springs, AR

2010 Chevrolet Equinox LTZ

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

2010 Chevrolet Equinox LTZ

Hope, AR

UnscoredInsufficient · 0
$5,900140,673 mi

Hope, AR

2005 Dodge Durango ST

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

2005 Dodge Durango ST

Hot Springs, AR

UnscoredInsufficient · 0
$5,900188,000 mi

Hot Springs, AR

2016 Kia Sorento SX

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

2016 Kia Sorento SX

Benton, AR

UnscoredInsufficient · 4
$5,995153,016 mi

Comparison: 4 similar vehicles

Benton, AR

2014 Chevrolet Traverse LTZ

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

2014 Chevrolet Traverse LTZ

Benton, AR

UnscoredInsufficient · 4
$5,995208,742 mi

Comparison: 4 similar vehicles

Benton, AR

2012 Jeep Liberty Limited

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

2012 Jeep Liberty Limited

Benton, AR

UnscoredInsufficient · 0
$5,995175,901 mi

Benton, AR

2003 Lincoln Navigator Ultimate

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

2003 Lincoln Navigator Ultimate

Hot Springs Village, AR

UnscoredInsufficient · 0
$5,995119,886 mi

Hot Springs Village, AR

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Malvern, AR

UnscoredLimited · 10
$6,200146,925 mi

Comparison: 10 similar vehicles

Malvern, AR

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Benton, AR

UnscoredLimited · 8
$6,500150,454 mi

Comparison: 8 similar vehicles

Benton, AR

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Hot Springs, AR

UnscoredLimited · 5
$6,500155,418 mi

Comparison: 5 similar vehicles

Hot Springs, AR

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Benton, AR

UnscoredInsufficient · 0
$6,928149,914 mi

Benton, AR

2013 Ford Expedition King Ranch

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

2013 Ford Expedition King Ranch

Benton, AR

UnscoredInsufficient · 0
$6,995233,272 mi

Benton, AR

2011 GMC Yukon SLT

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

2011 GMC Yukon SLT

Benton, AR

UnscoredLimited · 6
$6,995222,030 mi

Comparison: 6 similar vehicles

Benton, AR

2016 Volkswagen Tiguan SE

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

2016 Volkswagen Tiguan SE

Hot Springs, AR

UnscoredLimited · 5
$7,250152,958 mi

Comparison: 5 similar vehicles

Hot Springs, AR

No Photo

2009 Dodge Journey SXT

Hot Springs, AR

UnscoredLimited · 7
$7,37599,718 mi

Comparison: 7 similar vehicles

Hot Springs, AR

No Photo

2006 Jeep Commander Base

Hot Springs, AR

UnscoredInsufficient · 0
$7,375218,567 mi

Hot Springs, AR

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Hot Springs, AR

UnscoredLimited · 9
$7,499164,473 mi

Comparison: 9 similar vehicles

Hot Springs, AR

2017 Ford Escape SE

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

2017 Ford Escape SE

Hot Springs, AR

UnscoredInsufficient · 4
$7,500140,650 mi

Comparison: 4 similar vehicles

Hot Springs, AR

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Hot Springs, AR

UnscoredRobust · 50
$7,500154,000 mi

Comparison: 50 similar vehicles

Hot Springs, AR

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

Hot Springs, AR

UnscoredLimited · 16
$7,500157,998 mi

Comparison: 16 similar vehicles

Hot Springs, AR

2010 Cadillac SRX Base

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

2010 Cadillac SRX Base

Hot Springs, AR

UnscoredInsufficient · 0
$7,50099,985 mi

Hot Springs, AR

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Benton, AR

UnscoredLimited · 7
$7,609168,260 mi

Comparison: 7 similar vehicles

Benton, AR

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Benton, AR

UnscoredLimited · 10
$7,753155,656 mi

Comparison: 10 similar vehicles

Benton, AR

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Hot Springs, AR

UnscoredLimited · 7
$7,775177,340 mi

Comparison: 7 similar vehicles

Hot Springs, AR

2012 GMC Yukon SLT

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

2012 GMC Yukon SLT

Hope, AR

UnscoredLimited · 5
$7,799189,876 mi

Comparison: 5 similar vehicles

Hope, AR

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Malvern, AR

UnscoredLimited · 12
$7,830134,496 mi

Comparison: 12 similar vehicles

Malvern, AR

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Benton, AR

UnscoredModerate · 25
$7,995189,461 mi

Comparison: 25 similar vehicles

Benton, AR

2015 Nissan Xterra X

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

2015 Nissan Xterra X

Benton, AR

UnscoredInsufficient · 0
$7,995201,674 mi

Benton, AR

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Hot Springs, AR

UnscoredInsufficient · 0
$8,000135,771 mi

Hot Springs, AR

2012 Kia Sorento SX

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

2012 Kia Sorento SX

Benton, AR

UnscoredInsufficient · 0
$8,079176,548 mi

Benton, AR

2018 Ford Escape SE

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

2018 Ford Escape SE

Bryant, AR

UnscoredModerate · 43
$8,086169,634 mi

Comparison: 43 similar vehicles

Bryant, AR

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Hot Springs, AR

UnscoredModerate · 23
$8,250148,436 mi

Comparison: 23 similar vehicles

Hot Springs, AR

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Hot Springs, AR

UnscoredLimited · 7
$8,400123,417 mi

Comparison: 7 similar vehicles

Hot Springs, AR

2015 Audi Q7 Premium Plus

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

2015 Audi Q7 Premium Plus

Hot Springs, AR

UnscoredInsufficient · 3
$8,500142,319 mi

Comparison: 3 similar vehicles

Hot Springs, AR

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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