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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

681 listings found

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Cabot, AR

UnscoredInsufficient · 0
$1,995204,220 mi

Cabot, AR

2008 Pontiac G6 1SV

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

2008 Pontiac G6 1SV

North Little Rock, AR

UnscoredInsufficient · 0
$2,500182,687 mi

North Little Rock, AR

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

2015 Nissan Altima S

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

2015 Nissan Altima S

Cabot, AR

UnscoredInsufficient · 4
$2,995227,545 mi

Comparison: 4 similar vehicles

Cabot, AR

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Cabot, AR

UnscoredModerate · 27
$2,995209,823 mi

Comparison: 27 similar vehicles

Cabot, AR

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Cabot, AR

UnscoredLimited · 7
$2,995229,757 mi

Comparison: 7 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

UnscoredLimited · 18
$2,995247,719 mi

Comparison: 18 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

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Conway, AR

UnscoredModerate · 28
$3,500155,000 mi

Comparison: 28 similar vehicles

Conway, 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

UnscoredLimited · 11
$3,900161,594 mi

Comparison: 11 similar vehicles

Cabot, AR

2009 Toyota Avalon Limited

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

2009 Toyota Avalon Limited

Searcy, AR

UnscoredInsufficient · 0
$3,950188,000 mi

Searcy, AR

2016 Kia Rio EX

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

2016 Kia Rio EX

Cabot, AR

UnscoredInsufficient · 0
$3,995132,781 mi

Cabot, AR

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Cabot, AR

UnscoredInsufficient · 4
$3,995218,153 mi

Comparison: 4 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

UnscoredLimited · 17
$3,995217,764 mi

Comparison: 17 similar vehicles

Cabot, AR

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Conway, AR

UnscoredInsufficient · 0
$4,128200,116 mi

Conway, AR

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Mountain Home, AR

UnscoredLimited · 14
$4,295202,721 mi

Comparison: 14 similar vehicles

Mountain Home, AR

2010 Toyota Camry LE

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

2010 Toyota Camry LE

North Little Rock, AR

UnscoredInsufficient · 3
$4,800202,752 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Conway, AR

UnscoredInsufficient · 0
$4,800184,558 mi

Conway, AR

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Conway, AR

UnscoredInsufficient · 3
$4,900127,000 mi

Comparison: 3 similar vehicles

Conway, AR

2008 Cadillac DTS 1SD

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

2008 Cadillac DTS 1SD

Greenbrier, AR

UnscoredInsufficient · 0
$4,950102,054 mi

Greenbrier, 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

UnscoredLimited · 9
$4,995190,581 mi

Comparison: 9 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

UnscoredLimited · 19
$4,995169,357 mi

Comparison: 19 similar vehicles

Cabot, AR

2015 Nissan Altima S

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

2015 Nissan Altima S

Cabot, AR

UnscoredInsufficient · 4
$4,995171,107 mi

Comparison: 4 similar vehicles

Cabot, AR

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Russellville, AR

UnscoredLimited · 12
$4,995290,395 mi

Comparison: 12 similar vehicles

Russellville, AR

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Mountain Home, AR

UnscoredLimited · 5
$4,995122,100 mi

Comparison: 5 similar vehicles

Mountain Home, AR

2013 Ford Fusion SE

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

2013 Ford Fusion SE

North Little Rock, AR

UnscoredLimited · 10
$5,000192,302 mi

Comparison: 10 similar vehicles

North Little Rock, AR

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Mountain Home, AR

UnscoredRobust · 58
$5,495183,348 mi

Comparison: 58 similar vehicles

Mountain Home, AR

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Conway, AR

UnscoredInsufficient · 4
$5,700151,554 mi

Comparison: 4 similar vehicles

Conway, AR

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Conway, AR

UnscoredInsufficient · 0
$5,900104,123 mi

Conway, AR

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Austin, AR

UnscoredInsufficient · 0
$5,900143,034 mi

Austin, 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 · 3
$5,995110,682 mi

Comparison: 3 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

UnscoredModerate · 23
$5,995158,529 mi

Comparison: 23 similar vehicles

Cabot, AR

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Greenbrier, AR

UnscoredLimited · 5
$5,995139,845 mi

Comparison: 5 similar vehicles

Greenbrier, 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

2012 Honda Accord SE

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

2012 Honda Accord SE

Conway, AR

UnscoredInsufficient · 4
$5,999106,632 mi

Comparison: 4 similar vehicles

Conway, AR

2014 Dodge Charger R/T

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

2014 Dodge Charger R/T

Conway, AR

UnscoredInsufficient · 4
$6,500185,934 mi

Comparison: 4 similar vehicles

Conway, AR

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Mountain Home, AR

UnscoredModerate · 42
$6,795168,873 mi

Comparison: 42 similar vehicles

Mountain Home, AR

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Russellville, AR

UnscoredModerate · 32
$6,895132,570 mi

Comparison: 32 similar vehicles

Russellville, AR

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Conway, AR

UnscoredLimited · 8
$6,900158,692 mi

Comparison: 8 similar vehicles

Conway, AR

2013 Honda Civic LX

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

2013 Honda Civic LX

Conway, AR

UnscoredLimited · 9
$6,900186,535 mi

Comparison: 9 similar vehicles

Conway, AR

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Conway, AR

UnscoredInsufficient · 0
$6,928130,191 mi

Conway, 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

UnscoredLimited · 5
$6,995137,751 mi

Comparison: 5 similar vehicles

Cabot, AR

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Mountain Home, AR

UnscoredLimited · 15
$7,200145,800 mi

Comparison: 15 similar vehicles

Mountain Home, AR

2013 Honda Civic LX

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

2013 Honda Civic LX

Conway, AR

UnscoredLimited · 11
$7,300213,468 mi

Comparison: 11 similar vehicles

Conway, AR

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Conway, AR

UnscoredInsufficient · 4
$7,500117,447 mi

Comparison: 4 similar vehicles

Conway, AR

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Conway, AR

UnscoredLimited · 7
$7,500143,223 mi

Comparison: 7 similar vehicles

Conway, AR

2015 Ford Focus SE

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

2015 Ford Focus SE

Batesville, AR

Fair PriceLimited · 11
$7,73284,768 mi

Market: $2,999 – $9,899

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Batesville, AR

2008 Cadillac DTS 1SC

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

2008 Cadillac DTS 1SC

Heber Springs, AR

UnscoredInsufficient · 0
$7,773160,154 mi

Heber Springs, AR

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Russellville, AR

UnscoredRobust · 60
$7,895141,321 mi

Comparison: 60 similar vehicles

Russellville, 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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