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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 10, 2026

7.3M+

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

2,326 listings found

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

Southaven, MS

Salvage title
$3,280167,718 mi

Southaven, MS

2007 Ford Edge SE

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

2007 Ford Edge SE

Southaven, MS

UnscoredInsufficient · 0
$4,200151,310 mi

Southaven, MS

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

Southaven, MS

UnscoredInsufficient · 0
$4,300179,598 mi

Southaven, MS

2003 Dodge Ram 1500 Pickup ST

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

2003 Dodge Ram 1500 Pickup ST

Southaven, MS

UnscoredInsufficient · 3
$4,413308,002 mi

Comparison: 3 similar vehicles

Southaven, 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

2008 Mazda Tribute i Sport

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

2008 Mazda Tribute i Sport

Southaven, MS

UnscoredInsufficient · 0
$4,500177,788 mi

Southaven, MS

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Southaven, MS

UnscoredInsufficient · 0
$4,800177,314 mi

Southaven, MS

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Southaven, MS

Unscored
$4,995Mileage not verified

Comparison: 9 similar vehicles

Southaven, MS

2019 Hyundai Veloster Base

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

2019 Hyundai Veloster Base

Southaven, MS

UnscoredInsufficient · 0
$5,013140,457 mi

Southaven, MS

2014 Buick Verano 1SD

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

2014 Buick Verano 1SD

Southaven, MS

UnscoredInsufficient · 0
$5,413186,425 mi

Southaven, MS

2009 Chevrolet Malibu 1LT

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

2009 Chevrolet Malibu 1LT

Southaven, MS

UnscoredInsufficient · 0
$5,413222,383 mi

Southaven, MS

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Southaven, MS

Unscored
$5,415125,000 mi

Comparison: 6 similar vehicles

Southaven, MS

2010 Dodge Caliber SXT

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

2010 Dodge Caliber SXT

Southaven, MS

UnscoredInsufficient · 0
$5,415160,444 mi

Southaven, MS

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Southaven, MS

Unscored
$6,413121,198 mi

Comparison: 9 similar vehicles

Southaven, MS

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

Southaven, MS

Unscored
$6,415284,000 mi

Comparison: 25 similar vehicles

Southaven, MS

2006 Dodge Charger SXT

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

2006 Dodge Charger SXT

Southaven, MS

UnscoredInsufficient · 0
$6,415128,048 mi

Southaven, MS

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Southaven, MS

Unscored
$7,175201,601 mi

Comparison: 8 similar vehicles

Southaven, MS

2010 Nissan Altima SR

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

2010 Nissan Altima SR

Southaven, MS

UnscoredInsufficient · 0
$7,413139,715 mi

Southaven, MS

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Southaven, MS

Unscored
$7,415265,578 mi

Comparison: 6 similar vehicles

Southaven, MS

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Southaven, MS

UnscoredInsufficient · 4
$7,415123,264 mi

Comparison: 4 similar vehicles

Southaven, MS

2014 Dodge Dart SXT

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

2014 Dodge Dart SXT

Southaven, MS

Unscored
$7,422183,234 mi

Comparison: 6 similar vehicles

Southaven, MS

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Southaven, MS

UnscoredInsufficient · 4
$7,995154,439 mi

Comparison: 4 similar vehicles

Southaven, MS

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Southaven, MS

Salvage title
$8,118134,841 mi

Southaven, MS

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Southaven, MS

UnscoredInsufficient · 3
$8,280116,532 mi

Comparison: 3 similar vehicles

Southaven, MS

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Southaven, MS

Unscored
$8,415120,288 mi

Comparison: 19 similar vehicles

Southaven, MS

2017 Ford Focus SE

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

2017 Ford Focus SE

Southaven, MS

UnscoredInsufficient · 4
$8,798110,700 mi

Comparison: 4 similar vehicles

Southaven, MS

2019 Kia Soul +

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

2019 Kia Soul +

Southaven, MS

Unscored
$9,280156,213 mi

Comparison: 26 similar vehicles

Southaven, MS

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Southaven, MS

Unscored
$9,280142,992 mi

Comparison: 5 similar vehicles

Southaven, MS

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Southaven, MS

Unscored
$9,400131,947 mi

Comparison: 8 similar vehicles

Southaven, MS

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Southaven, MS

Unscored
$9,995151,237 mi

Comparison: 7 similar vehicles

Southaven, MS

2018 Mercedes-Benz GLA-Class GLA250

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

2018 Mercedes-Benz GLA-Class GLA250

Southaven, MS

UnscoredInsufficient · 3
$10,280170,472 mi

Comparison: 3 similar vehicles

Southaven, MS

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Southaven, MS

Unscored
$10,413137,018 mi

Comparison: 5 similar vehicles

Southaven, MS

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Southaven, MS

Unscored
$10,415147,010 mi

Comparison: 6 similar vehicles

Southaven, MS

2016 Jeep Cherokee Altitude

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

2016 Jeep Cherokee Altitude

Southaven, MS

UnscoredInsufficient · 3
$10,698129,033 mi

Comparison: 3 similar vehicles

Southaven, MS

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Southaven, MS

Unscored
$10,823135,100 mi

Comparison: 7 similar vehicles

Southaven, MS

No Photo

2018 Nissan Versa Sedan SV

Southaven, MS

UnscoredInsufficient · 0
$10,995119,370 mi

Southaven, MS

2018 Toyota Corolla LE

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

2018 Toyota Corolla LE

Southaven, MS

Unscored
$10,995158,950 mi

Comparison: 21 similar vehicles

Southaven, MS

No Photo

2017 Ford Focus SE

Southaven, MS

UnscoredInsufficient · 4
$10,99588,331 mi

Comparison: 4 similar vehicles

Southaven, MS

No Photo

2016 Chrysler Town & Country Touring

Southaven, MS

Unscored
$10,995132,094 mi

Comparison: 8 similar vehicles

Southaven, MS

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Southaven, MS

Unscored
$10,998146,475 mi

Comparison: 6 similar vehicles

Southaven, MS

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Southaven, MS

Unscored
$10,998137,690 mi

Comparison: 13 similar vehicles

Southaven, MS

2017 Ford Escape SE

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

2017 Ford Escape SE

Southaven, MS

Unscored
$11,097108,852 mi

Comparison: 10 similar vehicles

Southaven, MS

2021 Nissan Kicks SV

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

2021 Nissan Kicks SV

Southaven, MS

Unscored
$11,404105,025 mi

Comparison: 8 similar vehicles

Southaven, MS

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Southaven, MS

UnscoredInsufficient · 4
$11,42087,025 mi

Comparison: 4 similar vehicles

Southaven, MS

2011 Lexus RX 350

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

2011 Lexus RX 350

Southaven, MS

Unscored
$11,420145,168 mi

Comparison: 7 similar vehicles

Southaven, MS

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Southaven, MS

Unscored
$11,423198,624 mi

Comparison: 28 similar vehicles

Southaven, MS

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Southaven, MS

Unscored
$11,610132,803 mi

Comparison: 7 similar vehicles

Southaven, MS

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Southaven, MS

Unscored
$11,798138,491 mi

Comparison: 13 similar vehicles

Southaven, MS

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Southaven, MS

Unscored
$11,899128,737 mi

Comparison: 8 similar vehicles

Southaven, MS

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Southaven, MS

OverpricedLimited · 17
$11,91573,989 mi

Market: $5,995 – $10,995

Comparison: 17 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Southaven, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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