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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

17,000 listings found

No Photo

1991 Dodge D series

Olive Branch, MS

UnscoredInsufficient · 0
$1,200Mileage not verified

Olive Branch, MS

No Photo

2013 Ford Expedition XLT

Olive Branch, MS

UnscoredInsufficient · 0
$1,810Mileage not verified

Olive Branch, MS

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Memphis, TN

Unscored
$2,399183,678 mi

Comparison: 30 similar vehicles

Memphis, TN

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Memphis, TN

Unscored
$2,499176,816 mi

Comparison: 5 similar vehicles

Memphis, TN

2003 Kia Spectra LS

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

2003 Kia Spectra LS

Memphis, TN

UnscoredInsufficient · 0
$2,499127,135 mi

Memphis, TN

2016 Nissan Versa Note SV

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

2016 Nissan Versa Note SV

Memphis, TN

UnscoredInsufficient · 0
$2,500159,164 mi

Memphis, TN

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Memphis, TN

UnscoredInsufficient · 0
$2,500227,584 mi

Memphis, TN

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Memphis, TN

UnscoredInsufficient · 0
$2,600141,511 mi

Memphis, TN

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Collierville, TN

UnscoredInsufficient · 3
$2,882352,158 mi

Comparison: 3 similar vehicles

Collierville, 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

Unscored
$2,895137,897 mi

Comparison: 15 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 · 4
$2,900198,336 mi

Comparison: 4 similar vehicles

Memphis, TN

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Senatobia, MS

UnscoredInsufficient · 0
$2,950207,935 mi

Senatobia, MS

2008 Hyundai Tiburon GS

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

2008 Hyundai Tiburon GS

Memphis, TN

UnscoredInsufficient · 0
$2,995211,074 mi

Memphis, TN

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Memphis, TN

UnscoredInsufficient · 3
$2,995245,345 mi

Comparison: 3 similar vehicles

Memphis, TN

2007 Acura MDX Technology & Entertainment Package

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

2007 Acura MDX Technology & Entertainment Package

Memphis, TN

UnscoredInsufficient · 0
$2,995289,890 mi

Memphis, TN

2001 Mitsubishi Eclipse GS

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

2001 Mitsubishi Eclipse GS

Memphis, TN

UnscoredInsufficient · 0
$2,995216,595 mi

Memphis, TN

2015 Ford Focus SE

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

2015 Ford Focus SE

Memphis, TN

Unscored
$2,999152,811 mi

Comparison: 9 similar vehicles

Memphis, TN

2009 Honda Civic LX

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

2009 Honda Civic LX

Memphis, TN

UnscoredInsufficient · 0
$3,200318,826 mi

Memphis, TN

2008 Scion tC Spec Package

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

2008 Scion tC Spec Package

Memphis, TN

UnscoredInsufficient · 0
$3,250298,598 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

Collierville, TN

Salvage title
$3,280167,718 mi

Collierville, TN

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
$3,322150,000 mi

Memphis, TN

2012 GMC Terrain SLE-2

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

2012 GMC Terrain SLE-2

Senatobia, MS

UnscoredInsufficient · 0
$3,450218,986 mi

Senatobia, MS

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

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 Chrysler 200 LX

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

2014 Chrysler 200 LX

Grenada, MS

UnscoredInsufficient · 0
$3,500210,000 mi

Grenada, MS

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

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Olive Branch, MS

UnscoredInsufficient · 3
$3,500175,339 mi

Comparison: 3 similar vehicles

Olive Branch, MS

No Photo

2007 Lexus RX 350

Olive Branch, MS

Unscored
$3,500Mileage not verified

Comparison: 5 similar vehicles

Olive Branch, MS

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Batesville, MS

UnscoredInsufficient · 4
$3,500214,496 mi

Comparison: 4 similar vehicles

Batesville, MS

2004 Chrysler PT Cruiser Touring Edition

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

2004 Chrysler PT Cruiser Touring Edition

Olive Branch, MS

UnscoredInsufficient · 0
$3,50093,731 mi

Olive Branch, MS

2000 Isuzu Rodeo S

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

2000 Isuzu Rodeo S

Grenada, MS

UnscoredInsufficient · 0
$3,500136,000 mi

Grenada, MS

1996 Cadillac DeVille

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

1996 Cadillac DeVille

Grenada, MS

UnscoredInsufficient · 0
$3,500189,000 mi

Grenada, MS

2016 Mitsubishi Outlander SEL

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

2016 Mitsubishi Outlander SEL

Memphis, TN

UnscoredInsufficient · 0
$3,600153,065 mi

Memphis, TN

2000 Nissan Frontier XE

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

2000 Nissan Frontier XE

Memphis, TN

UnscoredInsufficient · 0
$3,600184,062 mi

Memphis, TN

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Memphis, TN

Unscored
$3,695201,362 mi

Comparison: 12 similar vehicles

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 · 3
$3,799226,668 mi

Comparison: 3 similar vehicles

Memphis, TN

2008 Hyundai Accent GS

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

2008 Hyundai Accent GS

Senatobia, MS

UnscoredInsufficient · 4
$3,85098,281 mi

Comparison: 4 similar vehicles

Senatobia, MS

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

2007 Honda Accord VP

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

2007 Honda Accord VP

Memphis, TN

UnscoredInsufficient · 0
$3,900159,354 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

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Memphis, TN

Unscored
$3,950124,806 mi

Comparison: 5 similar vehicles

Memphis, TN

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Memphis, TN

UnscoredInsufficient · 3
$3,950165,432 mi

Comparison: 3 similar vehicles

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

2004 Honda CR-V EX

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

2004 Honda CR-V EX

Olive Branch, MS

UnscoredInsufficient · 0
$3,950194,696 mi

Olive Branch, MS

2016 Ford Fiesta S

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

2016 Ford Fiesta S

Memphis, TN

UnscoredInsufficient · 0
$3,995162,063 mi

Memphis, TN

2013 Honda Odyssey EX

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

2013 Honda Odyssey EX

Memphis, TN

UnscoredInsufficient · 0
$3,995317,252 mi

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

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Memphis, TN

UnscoredInsufficient · 0
$3,995196,323 mi

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 recently 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.
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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