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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

4,084 listings found

2010 Nissan Altima S

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

2010 Nissan Altima S

Memphis, TN

UnscoredLimited · 12
$1,995230,115 mi

Comparison: 12 similar vehicles

Memphis, TN

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

UnscoredInsufficient · 0
$2,000Mileage not verified

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

2006 Chrysler 300 Base

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

2006 Chrysler 300 Base

Memphis, TN

UnscoredInsufficient · 4
$2,000118,766 mi

Comparison: 4 similar vehicles

Memphis, TN

2009 Pontiac G6

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

2009 Pontiac G6

Memphis, TN

UnscoredInsufficient · 0
$2,500157,902 mi

Memphis, TN

2009 Chevrolet Impala Police Sedan

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

2009 Chevrolet Impala Police Sedan

Memphis, TN

UnscoredInsufficient · 0
$2,500164,998 mi

Memphis, TN

2008 Nissan Altima S

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

2008 Nissan Altima S

Memphis, TN

UnscoredLimited · 6
$2,500212,772 mi

Comparison: 6 similar vehicles

Memphis, TN

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Memphis, TN

UnscoredInsufficient · 0
$2,500198,585 mi

Memphis, TN

2005 Cadillac DeVille Livery

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

2005 Cadillac DeVille Livery

Memphis, TN

UnscoredInsufficient · 0
$2,500197,936 mi

Memphis, TN

2002 Mercedes-Benz E-Class E320

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

2002 Mercedes-Benz E-Class E320

Memphis, TN

UnscoredInsufficient · 0
$2,500174,529 mi

Memphis, TN

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Memphis, TN

UnscoredLimited · 10
$2,895137,897 mi

Comparison: 10 similar vehicles

Memphis, TN

2005 Lexus ES 330

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

2005 Lexus ES 330

Memphis, TN

UnscoredInsufficient · 3
$2,900198,336 mi

Comparison: 3 similar vehicles

Memphis, TN

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Memphis, TN

UnscoredInsufficient · 3
$2,995175,562 mi

Comparison: 3 similar vehicles

Memphis, TN

2009 Saturn Aura XR

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

2009 Saturn Aura XR

Memphis, TN

UnscoredInsufficient · 0
$2,995220,043 mi

Memphis, TN

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Memphis, TN

UnscoredInsufficient · 0
$3,000205,288 mi

Memphis, TN

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

Covington, TN

Salvage title
$3,280167,718 mi

Covington, TN

1999 Honda Civic LX

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

1999 Honda Civic LX

Bartlett, TN

UnscoredInsufficient · 0
$3,319212,638 mi

Bartlett, TN

2005 Toyota Avalon XL

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

2005 Toyota Avalon XL

Memphis, TN

UnscoredInsufficient · 0
$3,400212,401 mi

Memphis, TN

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Memphis, TN

UnscoredInsufficient · 4
$3,495146,245 mi

Comparison: 4 similar vehicles

Memphis, TN

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Memphis, TN

UnscoredInsufficient · 0
$3,495172,836 mi

Memphis, TN

2009 Chevrolet Malibu LTZ

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

2009 Chevrolet Malibu LTZ

Memphis, TN

UnscoredInsufficient · 3
$3,495177,916 mi

Comparison: 3 similar vehicles

Memphis, TN

2009 Kia Optima LX

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

2009 Kia Optima LX

Memphis, TN

UnscoredInsufficient · 0
$3,495321,830 mi

Memphis, TN

2008 Honda Civic EX

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

2008 Honda Civic EX

Memphis, TN

UnscoredLimited · 12
$3,495290,678 mi

Comparison: 12 similar vehicles

Memphis, TN

2008 Audi A4 Base

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

2008 Audi A4 Base

Memphis, TN

UnscoredInsufficient · 0
$3,495135,511 mi

Memphis, TN

2004 Honda Accord EX

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

2004 Honda Accord EX

Memphis, TN

UnscoredInsufficient · 0
$3,495343,394 mi

Memphis, TN

2004 Honda Civic LX

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

2004 Honda Civic LX

Memphis, TN

UnscoredInsufficient · 0
$3,499231,226 mi

Memphis, TN

2014 Ford Focus SE

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

2014 Ford Focus SE

Memphis, TN

UnscoredInsufficient · 4
$3,500158,411 mi

Comparison: 4 similar vehicles

Memphis, TN

No Photo

2011 Ford Fusion SE

Olive Branch, MS

UnscoredInsufficient · 3
$3,500209,439 mi

Comparison: 3 similar vehicles

Olive Branch, MS

2005 BMW 5 Series 530i

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

2005 BMW 5 Series 530i

Memphis, TN

UnscoredInsufficient · 0
$3,500150,000 mi

Memphis, TN

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Memphis, TN

UnscoredInsufficient · 4
$3,799226,668 mi

Comparison: 4 similar vehicles

Memphis, TN

No Photo

2009 Acura TSX Base

Bartlett, TN

UnscoredInsufficient · 0
$3,819263,550 mi

Bartlett, TN

2006 Honda Accord EX

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

2006 Honda Accord EX

Bartlett, TN

UnscoredInsufficient · 0
$3,819399,922 mi

Bartlett, TN

2003 Acura TL Base

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

2003 Acura TL Base

Bartlett, TN

UnscoredInsufficient · 0
$3,819234,114 mi

Bartlett, TN

1999 Nissan Altima GXE

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

1999 Nissan Altima GXE

Bartlett, TN

UnscoredInsufficient · 0
$3,819166,275 mi

Bartlett, TN

2014 Nissan Sentra S

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

2014 Nissan Sentra S

Memphis, TN

UnscoredInsufficient · 3
$3,890159,978 mi

Comparison: 3 similar vehicles

Memphis, TN

2013 Mazda MAZDA3 i SV

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

2013 Mazda MAZDA3 i SV

Memphis, TN

UnscoredInsufficient · 0
$3,898196,934 mi

Memphis, TN

2011 Ford Focus SE

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

2011 Ford Focus SE

Memphis, TN

UnscoredInsufficient · 0
$3,900100,795 mi

Memphis, TN

2009 Kia Rio LX

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

2009 Kia Rio LX

Memphis, TN

UnscoredInsufficient · 0
$3,900187,594 mi

Memphis, TN

2005 Volvo S60 2.5T

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

2005 Volvo S60 2.5T

Memphis, TN

UnscoredInsufficient · 0
$3,900136,782 mi

Memphis, TN

No Photo

2008 Mercury Grand Marquis LS

Olive Branch, MS

UnscoredInsufficient · 3
$3,950Mileage not verified

Comparison: 3 similar vehicles

Olive Branch, MS

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Memphis, TN

UnscoredInsufficient · 0
$3,995129,555 mi

Memphis, TN

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Memphis, TN

UnscoredLimited · 6
$3,995167,450 mi

Comparison: 6 similar vehicles

Memphis, TN

2012 Honda Accord LX

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

2012 Honda Accord LX

Memphis, TN

UnscoredLimited · 8
$3,995280,036 mi

Comparison: 8 similar vehicles

Memphis, TN

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Memphis, TN

UnscoredInsufficient · 0
$3,995195,636 mi

Memphis, TN

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Southaven, MS

UnscoredInsufficient · 3
$4,013136,377 mi

Comparison: 3 similar vehicles

Southaven, MS

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Memphis, TN

UnscoredLimited · 6
$4,317176,727 mi

Comparison: 6 similar vehicles

Memphis, TN

2004 Acura TL Base

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

2004 Acura TL Base

Bartlett, TN

UnscoredInsufficient · 0
$4,319181,244 mi

Bartlett, TN

No Photo

2009 Toyota Corolla Base

Olive Branch, MS

UnscoredInsufficient · 0
$4,350164,476 mi

Olive Branch, MS

2007 Kia Amanti Base

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

2007 Kia Amanti Base

Southaven, MS

UnscoredInsufficient · 0
$4,415239,873 mi

Southaven, MS

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Memphis, TN

UnscoredLimited · 10
$4,450145,763 mi

Comparison: 10 similar vehicles

Memphis, TN

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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