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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 7, 2026

7.1M+

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

300 listings found

2015 Buick Verano 1SD

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

2015 Buick Verano 1SD

Cabot, AR

UnscoredInsufficient · 0
$2,995272,279 mi

Cabot, AR

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Cabot, AR

Unscored
$2,995247,719 mi

Comparison: 28 similar vehicles

Cabot, AR

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Cabot, AR

UnscoredInsufficient · 0
$2,995270,643 mi

Cabot, AR

2010 Nissan Altima SR

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

2010 Nissan Altima SR

Cabot, AR

Unscored
$3,900161,594 mi

Comparison: 11 similar vehicles

Cabot, AR

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Cabot, AR

Unscored
$3,995217,764 mi

Comparison: 14 similar vehicles

Cabot, AR

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Searcy, AR

Salvage title
$4,688134,895 mi

Searcy, AR

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Cabot, AR

UnscoredInsufficient · 3
$4,995190,581 mi

Comparison: 3 similar vehicles

Cabot, AR

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Cabot, AR

Unscored
$4,995169,357 mi

Comparison: 16 similar vehicles

Cabot, AR

2016 Ford Fusion S

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

2016 Ford Fusion S

Cabot, AR

Unscored
$4,995177,753 mi

Comparison: 5 similar vehicles

Cabot, AR

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

Greenbrier, AR

UnscoredInsufficient · 0
$5,950120,023 mi

Greenbrier, AR

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Cabot, AR

UnscoredInsufficient · 4
$5,995110,682 mi

Comparison: 4 similar vehicles

Cabot, AR

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Cabot, AR

Unscored
$5,995158,529 mi

Comparison: 20 similar vehicles

Cabot, AR

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Batesville, AR

UnscoredInsufficient · 3
$5,995252,376 mi

Comparison: 3 similar vehicles

Batesville, AR

2021 Hyundai Sonata SE

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

2021 Hyundai Sonata SE

Cabot, AR

Unscored
$6,995137,751 mi

Comparison: 10 similar vehicles

Cabot, AR

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Batesville, AR

Unscored
$6,995212,679 mi

Comparison: 7 similar vehicles

Batesville, AR

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Cabot, AR

Unscored
$6,995129,711 mi

Comparison: 5 similar vehicles

Cabot, AR

2012 Ford Taurus Limited

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

2012 Ford Taurus Limited

Searcy, AR

UnscoredInsufficient · 0
$7,127136,752 mi

Searcy, AR

2011 Honda Accord EX

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

2011 Honda Accord EX

Cabot, AR

UnscoredInsufficient · 0
$7,629219,860 mi

Cabot, AR

2008 Cadillac DTS 1SC

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

2008 Cadillac DTS 1SC

Searcy, AR

UnscoredInsufficient · 0
$7,773160,154 mi

Searcy, AR

2012 Buick Regal Premium 1

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

2012 Buick Regal Premium 1

Searcy, AR

UnscoredInsufficient · 0
$7,885154,752 mi

Searcy, AR

2013 Ford Fusion Titanium

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

2013 Ford Fusion Titanium

Batesville, AR

UnscoredInsufficient · 0
$7,899138,865 mi

Batesville, AR

2008 BMW 3 Series 335i

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

2008 BMW 3 Series 335i

Greenbrier, AR

UnscoredInsufficient · 0
$7,950145,574 mi

Greenbrier, AR

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Cabot, AR

Fair PriceModerate · 24
$7,995114,535 mi

Market: $3,900 – $14,999

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Cabot, AR

2009 Chrysler 300 Touring

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

2009 Chrysler 300 Touring

Searcy, AR

UnscoredInsufficient · 0
$7,99799,650 mi

Searcy, AR

2015 Ford Taurus SE

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

2015 Ford Taurus SE

Cabot, AR

Unscored
$8,429150,684 mi

Comparison: 5 similar vehicles

Cabot, AR

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Cave City, AR

Fair PriceLimited · 17
$8,50094,030 mi

Market: $8,900 – $16,084

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 8 days listed (based on current market benchmarks)

Cave City, AR

2014 Buick Verano 1SD

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

2014 Buick Verano 1SD

Cabot, AR

Unscored
$8,529145,409 mi

Comparison: 14 similar vehicles

Cabot, AR

2021 Nissan Altima S

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

2021 Nissan Altima S

Newport, AR

Unscored
$8,900149,415 mi

Comparison: 5 similar vehicles

Newport, AR

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Austin, AR

Unscored
$8,900118,416 mi

Comparison: 9 similar vehicles

Austin, AR

2018 Chevrolet Impala Premier

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

2018 Chevrolet Impala Premier

Beebe, AR

Unscored
$8,950183,801 mi

Comparison: 12 similar vehicles

Beebe, AR

2018 Kia FORTE S

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

2018 Kia FORTE S

Beebe, AR

UnscoredInsufficient · 0
$8,950122,763 mi

Beebe, AR

2018 Hyundai Sonata Limited

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

2018 Hyundai Sonata Limited

Cabot, AR

Unscored
$8,995163,928 mi

Comparison: 6 similar vehicles

Cabot, AR

2017 Honda Accord EX

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

2017 Honda Accord EX

Cabot, AR

UnscoredInsufficient · 4
$8,995169,882 mi

Comparison: 4 similar vehicles

Cabot, AR

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Cabot, AR

Unscored
$8,995138,319 mi

Comparison: 11 similar vehicles

Cabot, AR

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Cabot, AR

UnscoredInsufficient · 3
$8,995120,030 mi

Comparison: 3 similar vehicles

Cabot, AR

2016 Lexus ES 350

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

2016 Lexus ES 350

Cabot, AR

Unscored
$8,995149,500 mi

Comparison: 11 similar vehicles

Cabot, AR

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Cabot, AR

Unscored
$8,99580,460 mi

Comparison: 6 similar vehicles

Cabot, AR

2015 Dodge Charger SE

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

2015 Dodge Charger SE

Cabot, AR

Unscored
$8,995128,514 mi

Comparison: 5 similar vehicles

Cabot, AR

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Cabot, AR

UnscoredInsufficient · 0
$8,99550,781 mi

Cabot, AR

2012 Mercedes-Benz E-Class E350 Luxury

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

2012 Mercedes-Benz E-Class E350 Luxury

Cabot, AR

UnscoredInsufficient · 0
$8,99599,062 mi

Cabot, AR

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Heber Springs, AR

UnscoredInsufficient · 0
$8,995130,396 mi

Heber Springs, AR

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Searcy, AR

UnscoredInsufficient · 0
$8,995109,350 mi

Searcy, AR

2006 Kia Spectra EX

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

2006 Kia Spectra EX

Searcy, AR

UnscoredInsufficient · 0
$8,995165,784 mi

Searcy, AR

2005 Honda Civic LX

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

2005 Honda Civic LX

Searcy, AR

UnscoredInsufficient · 0
$8,995142,528 mi

Searcy, AR

2001 Ford Taurus SE

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

2001 Ford Taurus SE

Searcy, AR

UnscoredInsufficient · 0
$8,995107,147 mi

Searcy, AR

2015 Chevrolet Malibu 1LZ

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

2015 Chevrolet Malibu 1LZ

Cabot, AR

UnscoredInsufficient · 0
$8,999166,070 mi

Cabot, AR

2017 Dodge Charger SE

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

2017 Dodge Charger SE

Austin, AR

Unscored
$9,000195,228 mi

Comparison: 8 similar vehicles

Austin, AR

2017 Toyota Corolla L

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

2017 Toyota Corolla L

Austin, AR

UnscoredInsufficient · 0
$9,000209,005 mi

Austin, AR

2016 Dodge Charger Police

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

2016 Dodge Charger Police

Austin, AR

UnscoredInsufficient · 0
$9,000166,851 mi

Austin, AR

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Des Arc, AR

Fair PriceModerate · 37
$9,00077,760 mi

Market: $7,499 – $10,416

Comparison: 37 similar vehicles

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

Des Arc, AR

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 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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