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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

1,495 listings found

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

2006 Honda Civic DX

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

2006 Honda Civic DX

Little Rock, AR

UnscoredInsufficient · 0
$2,500247,963 mi

Little Rock, 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

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 · 40
$2,995171,017 mi

Comparison: 40 similar vehicles

Little Rock, 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 · 3
$2,995216,400 mi

Comparison: 3 similar vehicles

Little Rock, 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 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Little Rock, AR

UnscoredLimited · 10
$3,500194,110 mi

Comparison: 10 similar vehicles

Little Rock, AR

2010 Volkswagen Jetta SEL

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

2010 Volkswagen Jetta SEL

Little Rock, AR

UnscoredInsufficient · 0
$3,500179,710 mi

Little Rock, 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 · 0
$3,630170,467 mi

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

UnscoredLimited · 9
$3,68399,102 mi

Comparison: 9 similar vehicles

Little Rock, 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

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Pine Bluff, AR

UnscoredInsufficient · 3
$3,995180,254 mi

Comparison: 3 similar vehicles

Pine Bluff, AR

2014 Chevrolet Malibu 2LT

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

2014 Chevrolet Malibu 2LT

North Little Rock, AR

UnscoredInsufficient · 0
$3,999159,000 mi

North Little Rock, AR

2010 Mazda MAZDA6 i Touring

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

2010 Mazda MAZDA6 i Touring

Little Rock, AR

UnscoredInsufficient · 0
$4,000178,524 mi

Little Rock, AR

2008 Audi A4 Base

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

2008 Audi A4 Base

Pine Bluff, AR

UnscoredInsufficient · 0
$4,590204,998 mi

Pine Bluff, AR

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Benton, AR

UnscoredLimited · 8
$4,795189,816 mi

Comparison: 8 similar vehicles

Benton, 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

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Benton, AR

UnscoredLimited · 8
$4,895155,408 mi

Comparison: 8 similar vehicles

Benton, AR

2013 Mazda MAZDA6 i Touring

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

2013 Mazda MAZDA6 i Touring

Little Rock, AR

UnscoredInsufficient · 0
$4,900185,481 mi

Little Rock, AR

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Mabelvale, AR

UnscoredLimited · 7
$4,900111,900 mi

Comparison: 7 similar vehicles

Mabelvale, AR

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Benton, AR

UnscoredLimited · 19
$4,995174,355 mi

Comparison: 19 similar vehicles

Benton, AR

2008 Chevrolet Impala SS

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

2008 Chevrolet Impala SS

Sherwood, AR

UnscoredInsufficient · 0
$4,995174,000 mi

Sherwood, AR

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

North Little Rock, AR

UnscoredLimited · 13
$4,999200,000 mi

Comparison: 13 similar vehicles

North Little Rock, AR

2014 Toyota Corolla LE Eco Plus

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

2014 Toyota Corolla LE Eco Plus

North Little Rock, AR

UnscoredInsufficient · 0
$4,999205,000 mi

North Little Rock, AR

2011 Chevrolet Impala Police Sedan

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

2011 Chevrolet Impala Police Sedan

Hot Springs, AR

UnscoredInsufficient · 0
$4,999118,222 mi

Hot Springs, 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 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Little Rock, AR

UnscoredLimited · 8
$5,400156,386 mi

Comparison: 8 similar vehicles

Little Rock, AR

2011 Honda Civic LX

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

2011 Honda Civic LX

Benton, AR

UnscoredInsufficient · 3
$5,495174,050 mi

Comparison: 3 similar vehicles

Benton, AR

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Hot Springs, AR

UnscoredModerate · 26
$5,499176,516 mi

Comparison: 26 similar vehicles

Hot Springs, 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 · 40
$5,800134,686 mi

Comparison: 40 similar vehicles

Little Rock, AR

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Little Rock, AR

UnscoredModerate · 20
$5,800151,890 mi

Comparison: 20 similar vehicles

Little Rock, AR

2012 Hyundai Sonata Limited

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

2012 Hyundai Sonata Limited

Mabelvale, AR

UnscoredInsufficient · 4
$5,90095,570 mi

Comparison: 4 similar vehicles

Mabelvale, AR

2019 Dodge Charger Police

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

2019 Dodge Charger Police

Benton, AR

UnscoredInsufficient · 0
$5,995159,266 mi

Benton, AR

2005 Acura TSX Base

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

2005 Acura TSX Base

Little Rock, AR

UnscoredInsufficient · 0
$5,995162,000 mi

Little Rock, AR

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

North Little Rock, AR

UnscoredLimited · 14
$5,999159,000 mi

Comparison: 14 similar vehicles

North Little Rock, AR

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

North Little Rock, AR

UnscoredInsufficient · 3
$5,999152,000 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2016 Dodge Charger SXT

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

2016 Dodge Charger SXT

North Little Rock, AR

UnscoredInsufficient · 3
$5,999249,000 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

North Little Rock, AR

UnscoredInsufficient · 3
$5,999269,000 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2016 Kia Optima LX

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

2016 Kia Optima LX

North Little Rock, AR

UnscoredInsufficient · 3
$5,999143,000 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2014 Buick Verano 1SD

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

2014 Buick Verano 1SD

Hot Springs, AR

UnscoredInsufficient · 0
$5,999159,961 mi

Hot Springs, AR

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

North Little Rock, AR

UnscoredInsufficient · 0
$5,999169,000 mi

North Little Rock, AR

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

North Little Rock, AR

UnscoredInsufficient · 4
$5,999260,000 mi

Comparison: 4 similar vehicles

North Little Rock, AR

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Little Rock, AR

UnscoredInsufficient · 4
$6,500130,030 mi

Comparison: 4 similar vehicles

Little Rock, AR

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Pine Bluff, AR

UnscoredInsufficient · 0
$6,500140,287 mi

Pine Bluff, AR

2005 Lexus GS 300

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

2005 Lexus GS 300

Hot Springs, AR

UnscoredInsufficient · 0
$6,500141,326 mi

Hot Springs, AR

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Little Rock, AR

UnscoredInsufficient · 4
$6,503148,000 mi

Comparison: 4 similar vehicles

Little Rock, AR

2009 Lincoln MKZ Base

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

2009 Lincoln MKZ Base

Bryant, AR

UnscoredLimited · 5
$6,580128,307 mi

Comparison: 5 similar vehicles

Bryant, AR

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Sherwood, AR

UnscoredInsufficient · 0
$6,795200,000 mi

Sherwood, AR

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Pine Bluff, AR

UnscoredInsufficient · 3
$6,875125,206 mi

Comparison: 3 similar vehicles

Pine Bluff, AR

2012 Chrysler 300 Limited

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

2012 Chrysler 300 Limited

Little Rock, AR

UnscoredInsufficient · 3
$6,950158,545 mi

Comparison: 3 similar vehicles

Little Rock, 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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