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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

4,531 listings found

2011 Nissan Versa S

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

2011 Nissan Versa S

Tupelo, MS

Unscored
$4,572Mileage not verified

Comparison: 8 similar vehicles

Tupelo, MS

2009 Toyota Sienna XLE

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

2009 Toyota Sienna XLE

Mooreville, MS

UnscoredInsufficient · 0
$4,900226,649 mi

Mooreville, MS

2014 Chevrolet Cruze Turbo Diesel

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

2014 Chevrolet Cruze Turbo Diesel

Hamilton, AL

Salvage title
$4,995165,546 mi

Hamilton, AL

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Tishomingo, MS

Unscored
$4,999204,992 mi

Comparison: 7 similar vehicles

Tishomingo, MS

No Photo

2008 Chevrolet Impala LT

Tishomingo, MS

Unscored
$4,999239,309 mi

Comparison: 11 similar vehicles

Tishomingo, MS

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Tishomingo, MS

UnscoredInsufficient · 0
$4,999164,946 mi

Tishomingo, MS

2005 Nissan Altima S

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

2005 Nissan Altima S

Tishomingo, MS

UnscoredInsufficient · 0
$4,999Mileage not verified

Tishomingo, MS

1993 Ford F-150

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

1993 Ford F-150

Tishomingo, MS

UnscoredInsufficient · 0
$4,999139,075 mi

Tishomingo, MS

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Haleyville, AL

Salvage title
$5,000Mileage not verified

Haleyville, AL

2002 GMC Sierra 1500 SL

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

2002 GMC Sierra 1500 SL

Haleyville, AL

UnscoredInsufficient · 0
$5,000350,000 mi

Haleyville, AL

2013 Hyundai Sonata Hybrid Base

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

2013 Hyundai Sonata Hybrid Base

Haleyville, AL

UnscoredInsufficient · 4
$5,250228,054 mi

Comparison: 4 similar vehicles

Haleyville, AL

2012 Mazda Mazda2 Sport

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

2012 Mazda Mazda2 Sport

Russellville, AL

UnscoredInsufficient · 0
$5,300156,000 mi

Russellville, AL

2012 Kia Forte EX

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

2012 Kia Forte EX

Tishomingo, MS

UnscoredInsufficient · 4
$5,325176,690 mi

Comparison: 4 similar vehicles

Tishomingo, MS

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Haleyville, AL

UnscoredInsufficient · 3
$5,500170,050 mi

Comparison: 3 similar vehicles

Haleyville, AL

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Haleyville, AL

Unscored
$5,500134,162 mi

Comparison: 18 similar vehicles

Haleyville, AL

2012 INFINITI G Sedan 37x

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

2012 INFINITI G Sedan 37x

Saltillo, MS

UnscoredInsufficient · 3
$5,702175,801 mi

Comparison: 3 similar vehicles

Saltillo, MS

2006 Toyota Sienna XLE Limited

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

2006 Toyota Sienna XLE Limited

Haleyville, AL

UnscoredInsufficient · 0
$5,750261,097 mi

Haleyville, AL

2006 Nissan Murano SL

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

2006 Nissan Murano SL

Haleyville, AL

Unscored
$5,800196,124 mi

Comparison: 5 similar vehicles

Haleyville, AL

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Hamilton, AL

Unscored
$5,850170,394 mi

Comparison: 17 similar vehicles

Hamilton, AL

2015 Honda Odyssey EX-L

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

2015 Honda Odyssey EX-L

Steens, MS

Unscored
$5,900218,000 mi

Comparison: 22 similar vehicles

Steens, MS

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Mooreville, MS

Unscored
$5,900219,900 mi

Comparison: 8 similar vehicles

Mooreville, MS

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Tupelo, MS

Unscored
$5,900145,000 mi

Comparison: 13 similar vehicles

Tupelo, MS

1999 Chevrolet Blazer LS

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

1999 Chevrolet Blazer LS

Tishomingo, MS

UnscoredInsufficient · 0
$5,900Mileage not verified

Tishomingo, MS

2016 Subaru Forester i Limited

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

2016 Subaru Forester i Limited

Corinth, MS

Unscored
$5,950205,251 mi

Comparison: 7 similar vehicles

Corinth, MS

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Tishomingo, MS

Unscored
$5,975184,753 mi

Comparison: 17 similar vehicles

Tishomingo, MS

No Photo

2002 Chevrolet Avalanche Base

Pontotoc, MS

Unscored
$5,990320,847 mi

Comparison: 12 similar vehicles

Pontotoc, MS

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Tishomingo, MS

UnscoredInsufficient · 0
$5,995140,607 mi

Tishomingo, MS

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Haleyville, AL

Unscored
$5,995136,000 mi

Comparison: 18 similar vehicles

Haleyville, AL

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Tishomingo, MS

Unscored
$5,999262,865 mi

Comparison: 8 similar vehicles

Tishomingo, MS

2014 Kia Soul Base

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

2014 Kia Soul Base

Tishomingo, MS

Unscored
$5,999236,780 mi

Comparison: 36 similar vehicles

Tishomingo, MS

2010 Nissan Altima Base

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

2010 Nissan Altima Base

Tishomingo, MS

UnscoredInsufficient · 0
$5,999193,322 mi

Tishomingo, MS

2008 MINI Cooper S

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

2008 MINI Cooper S

Tishomingo, MS

UnscoredInsufficient · 0
$5,99973,199 mi

Tishomingo, MS

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Tishomingo, MS

UnscoredInsufficient · 0
$5,999146,089 mi

Tishomingo, MS

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Haleyville, AL

UnscoredInsufficient · 4
$6,000169,899 mi

Comparison: 4 similar vehicles

Haleyville, AL

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Haleyville, AL

UnscoredInsufficient · 4
$6,000149,908 mi

Comparison: 4 similar vehicles

Haleyville, AL

2003 Ford Explorer Sport Trac XLT

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

2003 Ford Explorer Sport Trac XLT

Haleyville, AL

UnscoredInsufficient · 0
$6,000233,154 mi

Haleyville, AL

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Corinth, MS

Unscored
$6,198153,323 mi

Comparison: 17 similar vehicles

Corinth, MS

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Tupelo, MS

Unscored
$6,200208,171 mi

Comparison: 19 similar vehicles

Tupelo, MS

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Hamilton, AL

UnscoredInsufficient · 4
$6,250123,362 mi

Comparison: 4 similar vehicles

Hamilton, AL

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

West Point, MS

UnscoredInsufficient · 3
$6,415132,751 mi

Comparison: 3 similar vehicles

West Point, MS

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Tishomingo, MS

Unscored
$6,450245,741 mi

Comparison: 8 similar vehicles

Tishomingo, MS

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Tishomingo, MS

Unscored
$6,499173,845 mi

Comparison: 5 similar vehicles

Tishomingo, MS

2008 Ford Escape XLT

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

2008 Ford Escape XLT

West Point, MS

Unscored
$6,50091,886 mi

Comparison: 5 similar vehicles

West Point, MS

2008 Chrysler Town & Country Limited

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

2008 Chrysler Town & Country Limited

Fulton, MS

UnscoredInsufficient · 0
$6,500151,440 mi

Fulton, MS

2007 Ford Ranger Sport

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

2007 Ford Ranger Sport

Hamilton, AL

UnscoredInsufficient · 0
$6,500167,417 mi

Hamilton, AL

2014 Kia Forte5 EX

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

2014 Kia Forte5 EX

Corinth, MS

UnscoredInsufficient · 4
$6,750148,997 mi

Comparison: 4 similar vehicles

Corinth, MS

2000 Ford Ranger XLT

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

2000 Ford Ranger XLT

Corinth, MS

UnscoredInsufficient · 0
$6,800215,799 mi

Corinth, MS

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Tishomingo, MS

UnscoredInsufficient · 0
$6,85061,399 mi

Tishomingo, MS

2010 Dodge Grand Caravan SE

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

2010 Dodge Grand Caravan SE

Tishomingo, MS

Unscored
$6,850184,267 mi

Comparison: 8 similar vehicles

Tishomingo, MS

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Corinth, MS

Unscored
$6,898193,561 mi

Comparison: 23 similar vehicles

Corinth, MS

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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