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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

6,753 listings found

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Crump, TN

Unscored
$1,650280,881 mi

Comparison: 10 similar vehicles

Crump, TN

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Crump, TN

UnscoredInsufficient · 0
$2,250131,920 mi

Crump, TN

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Collierville, TN

UnscoredInsufficient · 0
$2,880382,774 mi

Collierville, TN

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

Crump, TN

Unscored
$2,950215,081 mi

Comparison: 19 similar vehicles

Crump, TN

2009 Mazda CX-9 Grand Touring AWD

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

2009 Mazda CX-9 Grand Touring AWD

Crump, TN

UnscoredInsufficient · 0
$2,950242,203 mi

Crump, TN

2008 Nissan Quest S

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

2008 Nissan Quest S

Adamsville, TN

UnscoredInsufficient · 0
$2,995219,525 mi

Adamsville, TN

2006 Pontiac Torrent Base

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

2006 Pontiac Torrent Base

Adamsville, TN

UnscoredInsufficient · 0
$2,995252,915 mi

Adamsville, TN

1999 Ford F-150 WORK SERIES

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

1999 Ford F-150 WORK SERIES

Adamsville, TN

UnscoredInsufficient · 0
$2,995Mileage not verified

Adamsville, TN

2004 Volvo XC70 2.5T

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

2004 Volvo XC70 2.5T

Crump, TN

UnscoredInsufficient · 0
$3,650159,285 mi

Crump, TN

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Crump, TN

Unscored
$3,950266,247 mi

Comparison: 12 similar vehicles

Crump, TN

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Crump, TN

Unscored
$3,950205,237 mi

Comparison: 12 similar vehicles

Crump, TN

2007 Chrysler Sebring Limited

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

2007 Chrysler Sebring Limited

Crump, TN

UnscoredInsufficient · 0
$3,950178,086 mi

Crump, TN

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

Crump, TN

UnscoredInsufficient · 4
$3,950247,906 mi

Comparison: 4 similar vehicles

Crump, TN

2008 Pontiac Torrent Base

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

2008 Pontiac Torrent Base

Adamsville, TN

UnscoredInsufficient · 0
$3,995Mileage not verified

Adamsville, TN

2008 Kia Rondo LX

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

2008 Kia Rondo LX

Adamsville, TN

UnscoredInsufficient · 0
$3,995245,706 mi

Adamsville, TN

2007 Ford Freestar SEL

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

2007 Ford Freestar SEL

Adamsville, TN

UnscoredInsufficient · 0
$3,995Mileage not verified

Adamsville, TN

2000 Chrysler LHS Base

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

2000 Chrysler LHS Base

Adamsville, TN

Salvage title
$3,995Mileage not verified

Adamsville, TN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Crump, TN

Unscored
$4,250241,811 mi

Comparison: 13 similar vehicles

Crump, TN

2010 Honda Civic EX

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

2010 Honda Civic EX

Oxford, MS

UnscoredInsufficient · 0
$4,420395,328 mi

Oxford, MS

2010 Audi A4 Premium

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

2010 Audi A4 Premium

Crump, TN

UnscoredInsufficient · 0
$4,550179,311 mi

Crump, TN

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

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Oxford, MS

Unscored
$4,910192,115 mi

Comparison: 21 similar vehicles

Oxford, MS

2004 Mercedes-Benz E-Class E320

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

2004 Mercedes-Benz E-Class E320

Selmer, TN

UnscoredInsufficient · 0
$4,949178,292 mi

Selmer, TN

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Crump, TN

UnscoredInsufficient · 3
$4,950187,600 mi

Comparison: 3 similar vehicles

Crump, TN

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Counce, TN

Unscored
$4,995266,000 mi

Comparison: 15 similar vehicles

Counce, TN

2007 Honda Odyssey LX

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

2007 Honda Odyssey LX

Adamsville, TN

UnscoredInsufficient · 0
$4,995243,110 mi

Adamsville, TN

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Adamsville, TN

UnscoredInsufficient · 0
$4,995222,052 mi

Adamsville, TN

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Adamsville, TN

UnscoredInsufficient · 4
$4,995253,932 mi

Comparison: 4 similar vehicles

Adamsville, TN

1998 Oldsmobile Silhouette

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

1998 Oldsmobile Silhouette

Adamsville, TN

UnscoredInsufficient · 0
$4,995247,565 mi

Adamsville, TN

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: 5 similar vehicles

Tishomingo, MS

No Photo

2008 Chevrolet Impala LT

Tishomingo, MS

Unscored
$4,999239,309 mi

Comparison: 12 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 · 3
$4,999228,606 mi

Comparison: 3 similar vehicles

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 Audi TT Base

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

2002 Audi TT Base

Holly Springs, MS

UnscoredInsufficient · 0
$5,000198,600 mi

Holly Springs, MS

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

Unscored
$5,325176,690 mi

Comparison: 5 similar vehicles

Tishomingo, MS

2014 Toyota Yaris LE

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

2014 Toyota Yaris LE

Corinth, MS

UnscoredInsufficient · 0
$5,598169,753 mi

Corinth, MS

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
$5,702177,802 mi

Comparison: 3 similar vehicles

Saltillo, 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: 7 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: 12 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: 9 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: 15 similar vehicles

Tishomingo, MS

No Photo

2002 Chevrolet Avalanche Base

Pontotoc, MS

UnscoredInsufficient · 3
$5,990320,847 mi

Comparison: 3 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 Nissan Pathfinder S

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

2008 Nissan Pathfinder S

Adamsville, TN

UnscoredInsufficient · 0
$5,995218,669 mi

Adamsville, TN

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Adamsville, TN

Salvage title
$5,995220,509 mi

Adamsville, TN

2004 Land Rover Range Rover HSE

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

2004 Land Rover Range Rover HSE

Adamsville, TN

UnscoredInsufficient · 0
$5,995143,350 mi

Adamsville, TN

2001 Dodge Dakota SPORT

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

2001 Dodge Dakota SPORT

Holly Springs, MS

UnscoredInsufficient · 0
$5,995Mileage not verified

Holly Springs, MS

1990 Chevrolet GMT400

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

1990 Chevrolet GMT400

Adamsville, TN

UnscoredInsufficient · 0
$5,995134,000 mi

Adamsville, 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 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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