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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

3,104 listings found

No Photo

2003 GMC Yukon XL SLE

Paragould, AR

UnscoredInsufficient · 0
$2,950260,617 mi

Paragould, AR

2003 Chevrolet TrailBlazer LTZ

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

2003 Chevrolet TrailBlazer LTZ

Poplar Bluff, MO

UnscoredInsufficient · 0
$3,250215,290 mi

Poplar Bluff, MO

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Bono, AR

UnscoredLimited · 7
$3,995140,411 mi

Comparison: 7 similar vehicles

Bono, AR

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Doniphan, MO

UnscoredInsufficient · 0
$4,850170,987 mi

Doniphan, MO

2016 Ford Expedition Limited

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

2016 Ford Expedition Limited

Doniphan, MO

UnscoredLimited · 8
$4,950333,799 mi

Comparison: 8 similar vehicles

Doniphan, MO

2008 Jeep Compass Sport

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

2008 Jeep Compass Sport

Poplar Bluff, MO

UnscoredInsufficient · 0
$4,950151,095 mi

Poplar Bluff, MO

2003 Toyota Sequoia SR5

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

2003 Toyota Sequoia SR5

Poplar Bluff, MO

UnscoredInsufficient · 0
$4,950156,404 mi

Poplar Bluff, MO

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Maynard, AR

UnscoredLimited · 18
$5,000149,817 mi

Comparison: 18 similar vehicles

Maynard, AR

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Newport, AR

UnscoredLimited · 8
$5,000134,507 mi

Comparison: 8 similar vehicles

Newport, AR

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Doniphan, MO

UnscoredLimited · 8
$5,497188,759 mi

Comparison: 8 similar vehicles

Doniphan, MO

2012 GMC Yukon XL SLT

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

2012 GMC Yukon XL SLT

Brookland, AR

UnscoredLimited · 5
$5,500238,992 mi

Comparison: 5 similar vehicles

Brookland, AR

2012 Toyota RAV4 Limited

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

2012 Toyota RAV4 Limited

Bono, AR

UnscoredLimited · 5
$5,500230,057 mi

Comparison: 5 similar vehicles

Bono, AR

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Fairdealing, MO

UnscoredInsufficient · 4
$5,544173,181 mi

Comparison: 4 similar vehicles

Fairdealing, MO

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Paragould, AR

UnscoredModerate · 22
$5,900180,950 mi

Comparison: 22 similar vehicles

Paragould, AR

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Poplar Bluff, MO

UnscoredLimited · 13
$5,900152,169 mi

Comparison: 13 similar vehicles

Poplar Bluff, MO

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Poplar Bluff, MO

UnscoredInsufficient · 0
$5,900140,857 mi

Poplar Bluff, MO

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Paragould, AR

UnscoredInsufficient · 0
$5,950156,000 mi

Paragould, AR

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Paragould, AR

UnscoredLimited · 9
$5,950218,000 mi

Comparison: 9 similar vehicles

Paragould, AR

2009 Ford Expedition Eddie Bauer

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

2009 Ford Expedition Eddie Bauer

Paragould, AR

UnscoredInsufficient · 3
$5,950247,539 mi

Comparison: 3 similar vehicles

Paragould, AR

2011 Land Rover Range Rover HSE

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

2011 Land Rover Range Rover HSE

Campbell, MO

UnscoredInsufficient · 0
$6,000165,182 mi

Campbell, MO

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Poplar Bluff, MO

UnscoredModerate · 29
$6,495168,073 mi

Comparison: 29 similar vehicles

Poplar Bluff, MO

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Manila, AR

UnscoredLimited · 9
$6,500204,465 mi

Comparison: 9 similar vehicles

Manila, AR

2010 GMC Yukon SLT1

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

2010 GMC Yukon SLT1

Brookland, AR

UnscoredInsufficient · 0
$6,500228,000 mi

Brookland, AR

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Poplar Bluff, MO

UnscoredInsufficient · 3
$6,900174,560 mi

Comparison: 3 similar vehicles

Poplar Bluff, MO

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Bono, AR

UnscoredModerate · 31
$6,900150,351 mi

Comparison: 31 similar vehicles

Bono, AR

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Bono, AR

UnscoredLimited · 6
$6,900158,302 mi

Comparison: 6 similar vehicles

Bono, AR

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Doniphan, MO

UnscoredLimited · 9
$6,950139,956 mi

Comparison: 9 similar vehicles

Doniphan, MO

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Manila, AR

UnscoredLimited · 9
$6,950176,780 mi

Comparison: 9 similar vehicles

Manila, AR

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Steele, MO

UnscoredModerate · 21
$6,950181,565 mi

Comparison: 21 similar vehicles

Steele, MO

2011 Nissan Pathfinder SV

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

2011 Nissan Pathfinder SV

Paragould, AR

UnscoredInsufficient · 0
$6,950259,680 mi

Paragould, AR

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Paragould, AR

UnscoredInsufficient · 0
$6,950244,502 mi

Paragould, AR

2008 GMC Yukon XL Denali

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

2008 GMC Yukon XL Denali

Paragould, AR

UnscoredInsufficient · 0
$6,950257,000 mi

Paragould, AR

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Doniphan, MO

UnscoredLimited · 7
$6,990203,568 mi

Comparison: 7 similar vehicles

Doniphan, MO

1997 Jeep Wrangler SAHARA

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

1997 Jeep Wrangler SAHARA

Jonesboro, AR

UnscoredInsufficient · 0
$6,999160,000 mi

Jonesboro, AR

2006 Land Rover Range Rover Sport HSE

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

2006 Land Rover Range Rover Sport HSE

Campbell, MO

UnscoredInsufficient · 0
$7,000159,043 mi

Campbell, MO

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Poplar Bluff, MO

UnscoredLimited · 6
$7,495168,600 mi

Comparison: 6 similar vehicles

Poplar Bluff, MO

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Fairdealing, MO

UnscoredInsufficient · 0
$7,544136,765 mi

Fairdealing, MO

1997 Ford Expedition XLT

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

1997 Ford Expedition XLT

Fairdealing, MO

UnscoredInsufficient · 0
$7,549190,981 mi

Fairdealing, MO

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Doniphan, MO

UnscoredInsufficient · 0
$7,706175,498 mi

Doniphan, MO

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Jonesboro, AR

UnscoredLimited · 18
$7,750196,540 mi

Comparison: 18 similar vehicles

Jonesboro, AR

2007 Suzuki Grand Vitara Luxury

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

2007 Suzuki Grand Vitara Luxury

Poplar Bluff, MO

UnscoredInsufficient · 0
$7,800118,231 mi

Poplar Bluff, MO

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Poplar Bluff, MO

UnscoredLimited · 17
$7,900154,330 mi

Comparison: 17 similar vehicles

Poplar Bluff, MO

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Poplar Bluff, MO

UnscoredInsufficient · 3
$7,90085,058 mi

Comparison: 3 similar vehicles

Poplar Bluff, MO

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Steele, MO

UnscoredInsufficient · 4
$7,90099,772 mi

Comparison: 4 similar vehicles

Steele, MO

2011 GMC Terrain SLE-2

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

2011 GMC Terrain SLE-2

Fairdealing, MO

UnscoredInsufficient · 0
$7,900127,843 mi

Fairdealing, MO

2010 GMC Yukon XL Denali

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

2010 GMC Yukon XL Denali

Poplar Bluff, MO

UnscoredInsufficient · 0
$7,900191,640 mi

Poplar Bluff, MO

2009 Chevrolet Suburban LTZ

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

2009 Chevrolet Suburban LTZ

Bono, AR

UnscoredInsufficient · 0
$7,900276,300 mi

Bono, AR

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Poplar Bluff, MO

UnscoredInsufficient · 4
$7,900196,575 mi

Comparison: 4 similar vehicles

Poplar Bluff, MO

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Poplar Bluff, MO

UnscoredModerate · 35
$7,950175,281 mi

Comparison: 35 similar vehicles

Poplar Bluff, MO

2015 Kia Sportage EX

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

2015 Kia Sportage EX

Paragould, AR

UnscoredInsufficient · 0
$7,950166,000 mi

Paragould, 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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