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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

5,323 listings found

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

North Little Rock, AR

UnscoredInsufficient · 0
$1,900180,680 mi

North Little Rock, AR

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Decatur, AR

UnscoredLimited · 13
$1,995193,476 mi

Comparison: 13 similar vehicles

Decatur, AR

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

2007 Chevrolet Aveo LS

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

2007 Chevrolet Aveo LS

Fort Smith, AR

UnscoredInsufficient · 0
$1,995224,081 mi

Fort Smith, AR

2014 Nissan Altima SV

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

2014 Nissan Altima SV

West Memphis, AR

UnscoredLimited · 5
$2,000Mileage not verified

Comparison: 5 similar vehicles

West Memphis, AR

2014 Chrysler 300 S

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

2014 Chrysler 300 S

West Memphis, AR

UnscoredInsufficient · 0
$2,000Mileage not verified

West Memphis, AR

2008 Chevrolet Malibu LS

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

2008 Chevrolet Malibu LS

Fort Smith, AR

UnscoredInsufficient · 3
$2,500273,000 mi

Comparison: 3 similar vehicles

Fort Smith, 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

2007 Honda Accord EX

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

2007 Honda Accord EX

Fort Smith, AR

UnscoredLimited · 10
$2,595300,000 mi

Comparison: 10 similar vehicles

Fort Smith, AR

2008 Pontiac G6 1SV

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

2008 Pontiac G6 1SV

Benton, AR

UnscoredInsufficient · 0
$2,750166,571 mi

Benton, AR

2004 Pontiac Grand Am SE

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

2004 Pontiac Grand Am SE

Rogers, AR

UnscoredInsufficient · 0
$2,750132,410 mi

Rogers, AR

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Rogers, AR

UnscoredLimited · 19
$2,800231,346 mi

Comparison: 19 similar vehicles

Rogers, AR

2011 Nissan Altima S

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

2011 Nissan Altima S

Bono, AR

UnscoredLimited · 19
$2,900274,298 mi

Comparison: 19 similar vehicles

Bono, AR

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Little Rock, AR

UnscoredModerate · 23
$2,995171,017 mi

Comparison: 23 similar vehicles

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 · 3
$2,995227,545 mi

Comparison: 3 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

Fair PriceModerate · 23
$2,995209,823 mi

Market: $2,895 – $12,620

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

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

Fair PriceModerate · 23
$2,995229,757 mi

Market: $2,995 – $5,250

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

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 · 15
$2,995247,719 mi

Comparison: 15 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

Fort Smith, AR

UnscoredLimited · 11
$2,995154,000 mi

Comparison: 11 similar vehicles

Fort Smith, 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 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Cabot, AR

UnscoredLimited · 19
$2,995172,205 mi

Comparison: 19 similar vehicles

Cabot, AR

2009 Pontiac G6

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

2009 Pontiac G6

Fort Smith, AR

UnscoredInsufficient · 0
$2,995179,209 mi

Fort Smith, AR

2008 Nissan Sentra SE-R Spec V

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

2008 Nissan Sentra SE-R Spec V

Fort Smith, AR

UnscoredInsufficient · 0
$2,995229,180 mi

Fort Smith, 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

Little Rock, AR

UnscoredInsufficient · 0
$2,995216,400 mi

Little Rock, AR

2006 Cadillac CTS 2.8

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

2006 Cadillac CTS 2.8

Fort Smith, AR

UnscoredInsufficient · 0
$2,995186,666 mi

Fort Smith, AR

2005 Volkswagen New Jetta TDI

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

2005 Volkswagen New Jetta TDI

Fort Smith, AR

UnscoredInsufficient · 0
$2,995269,054 mi

Fort Smith, AR

2015 Mitsubishi Lancer ES

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

2015 Mitsubishi Lancer ES

North Little Rock, AR

UnscoredInsufficient · 0
$2,999114,000 mi

North Little Rock, AR

2009 Honda Civic HYBRID

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

2009 Honda Civic HYBRID

Cabot, AR

UnscoredInsufficient · 0
$2,999258,582 mi

Cabot, AR

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Bryant, AR

UnscoredInsufficient · 0
$2,999150,953 mi

Bryant, AR

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Springdale, AR

UnscoredLimited · 10
$3,000209,000 mi

Comparison: 10 similar vehicles

Springdale, AR

2009 Ford Focus SE

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

2009 Ford Focus SE

Mansfield, AR

Salvage title
$3,000177,175 mi

Mansfield, AR

2008 Honda Civic EX

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

2008 Honda Civic EX

Cabot, AR

UnscoredInsufficient · 0
$3,000183,602 mi

Cabot, AR

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Siloam Springs, AR

UnscoredInsufficient · 0
$3,400232,249 mi

Siloam Springs, AR

2000 BMW 3 Series Base

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

2000 BMW 3 Series Base

Van Buren, AR

UnscoredInsufficient · 0
$3,400180,000 mi

Van Buren, AR

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Fort Smith, AR

UnscoredInsufficient · 0
$3,500174,230 mi

Fort Smith, AR

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Siloam Springs, AR

UnscoredInsufficient · 0
$3,500191,754 mi

Siloam Springs, AR

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Fort Smith, AR

UnscoredLimited · 5
$3,500184,000 mi

Comparison: 5 similar vehicles

Fort Smith, AR

2002 Honda Accord EX

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

2002 Honda Accord EX

Fort Smith, AR

UnscoredInsufficient · 0
$3,500277,091 mi

Fort Smith, AR

2014 Chrysler 200 LX

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

2014 Chrysler 200 LX

Bryant, AR

UnscoredInsufficient · 3
$3,630170,467 mi

Comparison: 3 similar vehicles

Bryant, AR

2016 Kia Forte LX

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

2016 Kia Forte LX

Little Rock, AR

Great DealLimited · 10
$3,68399,102 mi

Market: $4,500 – $9,995

Comparison: 10 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 35 days listed (based on current market benchmarks)

Little Rock, AR

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Mena, AR

UnscoredInsufficient · 0
$3,895207,002 mi

Mena, AR

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Decatur, AR

UnscoredLimited · 7
$3,900174,483 mi

Comparison: 7 similar vehicles

Decatur, AR

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Siloam Springs, AR

UnscoredLimited · 7
$3,900218,822 mi

Comparison: 7 similar vehicles

Siloam Springs, 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 · 13
$3,900161,594 mi

Comparison: 13 similar vehicles

Cabot, AR

2009 Lincoln Town Car Signature Limited

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

2009 Lincoln Town Car Signature Limited

North Little Rock, AR

UnscoredInsufficient · 0
$3,900214,024 mi

North Little Rock, AR

2008 Chevrolet Malibu LS

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

2008 Chevrolet Malibu LS

Harrison, AR

UnscoredInsufficient · 0
$3,900202,285 mi

Harrison, 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

2008 Nissan Maxima SE

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

2008 Nissan Maxima SE

Forrest City, AR

UnscoredInsufficient · 0
$3,950133,294 mi

Forrest City, AR

2004 Buick Century Base

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

2004 Buick Century Base

Lonoke, AR

UnscoredInsufficient · 0
$3,950Mileage not verified

Lonoke, 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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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