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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

2,047 listings found

2003 Chevrolet Cavalier Base

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

2003 Chevrolet Cavalier Base

Springdale, AR

UnscoredInsufficient · 0
$1,599145,767 mi

Springdale, 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 · 14
$1,995193,476 mi

Comparison: 14 similar vehicles

Decatur, AR

2004 Mazda MAZDA6 i

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

2004 Mazda MAZDA6 i

Rogers, AR

UnscoredInsufficient · 0
$1,999169,927 mi

Rogers, AR

2010 Ford Focus SES

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

2010 Ford Focus SES

Rogers, AR

UnscoredInsufficient · 0
$2,500197,454 mi

Rogers, 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

2011 Chevrolet Malibu LTZ

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

2011 Chevrolet Malibu LTZ

Rogers, AR

UnscoredLimited · 5
$2,800196,016 mi

Comparison: 5 similar vehicles

Rogers, 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 · 9
$3,000209,000 mi

Comparison: 9 similar vehicles

Springdale, 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

2017 Ford Focus SE

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

2017 Ford Focus SE

Farmington, AR

UnscoredModerate · 24
$3,600124,087 mi

Comparison: 24 similar vehicles

Farmington, AR

2011 Ford Focus SE

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

2011 Ford Focus SE

Granby, MO

UnscoredLimited · 7
$3,650180,875 mi

Comparison: 7 similar vehicles

Granby, MO

2009 Lincoln MKZ Base

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

2009 Lincoln MKZ Base

Pryor, OK

UnscoredInsufficient · 3
$3,700323,165 mi

Comparison: 3 similar vehicles

Pryor, OK

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Decatur, AR

UnscoredRobust · 61
$3,750179,234 mi

Comparison: 61 similar vehicles

Decatur, AR

2008 Ford Focus SE

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

2008 Ford Focus SE

Granby, MO

UnscoredLimited · 9
$3,750170,208 mi

Comparison: 9 similar vehicles

Granby, MO

2014 Kia Optima EX

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

2014 Kia Optima EX

Springdale, AR

UnscoredInsufficient · 0
$3,868169,272 mi

Springdale, 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

UnscoredModerate · 37
$3,900174,483 mi

Comparison: 37 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

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Joplin, MO

UnscoredLimited · 15
$3,979194,082 mi

Comparison: 15 similar vehicles

Joplin, MO

2016 Chrysler 200 C

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

2016 Chrysler 200 C

Decatur, AR

UnscoredInsufficient · 0
$3,995174,600 mi

Decatur, AR

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Neosho, MO

UnscoredModerate · 27
$3,995216,414 mi

Comparison: 27 similar vehicles

Neosho, MO

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Vinita, OK

UnscoredInsufficient · 0
$3,995164,766 mi

Vinita, OK

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Springdale, AR

UnscoredInsufficient · 3
$3,997159,919 mi

Comparison: 3 similar vehicles

Springdale, AR

2015 Nissan Versa Sedan SV

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

2015 Nissan Versa Sedan SV

Rogers, AR

UnscoredInsufficient · 0
$3,999138,941 mi

Rogers, AR

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Vinita, OK

UnscoredInsufficient · 0
$4,084219,822 mi

Vinita, OK

2000 Mercedes-Benz S-Class S500

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

2000 Mercedes-Benz S-Class S500

Joplin, MO

UnscoredInsufficient · 0
$4,200227,846 mi

Joplin, MO

2005 Lexus ES 330

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

2005 Lexus ES 330

Joplin, MO

UnscoredInsufficient · 3
$4,280253,028 mi

Comparison: 3 similar vehicles

Joplin, MO

2005 Lexus ES 330

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

2005 Lexus ES 330

Joplin, MO

UnscoredInsufficient · 3
$4,420218,186 mi

Comparison: 3 similar vehicles

Joplin, MO

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Siloam Springs, AR

UnscoredLimited · 12
$4,500202,566 mi

Comparison: 12 similar vehicles

Siloam Springs, AR

2006 Kia Optima LX

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

2006 Kia Optima LX

Pryor, OK

UnscoredInsufficient · 0
$4,500140,600 mi

Pryor, OK

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Farmington, AR

UnscoredModerate · 45
$4,600142,798 mi

Comparison: 45 similar vehicles

Farmington, AR

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Decatur, AR

UnscoredLimited · 12
$4,750157,638 mi

Comparison: 12 similar vehicles

Decatur, AR

2008 Mercury Milan Base

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

2008 Mercury Milan Base

Gravette, AR

UnscoredInsufficient · 0
$4,80071,949 mi

Gravette, AR

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Farmington, AR

UnscoredInsufficient · 4
$4,849259,129 mi

Comparison: 4 similar vehicles

Farmington, AR

2016 Kia Optima LX

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

2016 Kia Optima LX

Joplin, MO

UnscoredModerate · 26
$4,995181,000 mi

Comparison: 26 similar vehicles

Joplin, MO

2014 Chevrolet Sonic LTZ

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

2014 Chevrolet Sonic LTZ

Purdy, MO

UnscoredInsufficient · 0
$4,995168,723 mi

Purdy, MO

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Neosho, MO

UnscoredLimited · 8
$4,995228,167 mi

Comparison: 8 similar vehicles

Neosho, MO

2011 Buick Lucerne CXL

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

2011 Buick Lucerne CXL

Purdy, MO

UnscoredInsufficient · 4
$4,995169,185 mi

Comparison: 4 similar vehicles

Purdy, MO

2000 Lincoln Town Car EXECUTIVE

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

2000 Lincoln Town Car EXECUTIVE

Bentonville, AR

UnscoredInsufficient · 0
$4,995135,024 mi

Bentonville, AR

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Pryor, OK

UnscoredModerate · 32
$4,999185,566 mi

Comparison: 32 similar vehicles

Pryor, OK

2013 Kia Optima EX Hybrid

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

2013 Kia Optima EX Hybrid

Joplin, MO

UnscoredInsufficient · 0
$5,200218,420 mi

Joplin, MO

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Joplin, MO

UnscoredInsufficient · 0
$5,398148,836 mi

Joplin, MO

2004 Kia Optima LX

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

2004 Kia Optima LX

Joplin, MO

UnscoredInsufficient · 0
$5,495164,373 mi

Joplin, MO

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Purdy, MO

UnscoredInsufficient · 0
$5,495145,038 mi

Purdy, MO

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

Fayetteville, AR

UnscoredInsufficient · 0
$5,499184,087 mi

Fayetteville, AR

2018 Ford Taurus SE

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

2018 Ford Taurus SE

Miami, OK

UnscoredInsufficient · 4
$5,500175,999 mi

Comparison: 4 similar vehicles

Miami, OK

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Rogers, AR

UnscoredInsufficient · 3
$5,500162,366 mi

Comparison: 3 similar vehicles

Rogers, AR

2011 Cadillac DTS Luxury Collection

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

2011 Cadillac DTS Luxury Collection

Joplin, MO

UnscoredInsufficient · 0
$5,500175,235 mi

Joplin, MO

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Neosho, MO

UnscoredLimited · 13
$5,750168,109 mi

Comparison: 13 similar vehicles

Neosho, MO

2019 Kia FORTE S

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

2019 Kia FORTE S

Granby, MO

UnscoredLimited · 8
$5,800215,378 mi

Comparison: 8 similar vehicles

Granby, MO

2016 Kia Rio LX

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

2016 Kia Rio LX

Neosho, MO

UnscoredLimited · 5
$5,800125,000 mi

Comparison: 5 similar vehicles

Neosho, MO

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Wentworth, MO

UnscoredLimited · 12
$5,800167,850 mi

Comparison: 12 similar vehicles

Wentworth, MO

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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