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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

4,962 listings found

2002 Cadillac DeVille Base

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

2002 Cadillac DeVille Base

Gore Springs, MS

UnscoredInsufficient · 0
$4,000177,174 mi

Gore Springs, MS

2009 Dodge Grand Caravan SE

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

2009 Dodge Grand Caravan SE

Gore Springs, MS

UnscoredInsufficient · 0
$4,200130,000 mi

Gore Springs, MS

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Calhoun City, MS

Unscored
$4,419233,546 mi

Comparison: 20 similar vehicles

Calhoun City, MS

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

2007 Nissan Maxima SE

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

2007 Nissan Maxima SE

Gore Springs, MS

UnscoredInsufficient · 4
$4,500164,701 mi

Comparison: 4 similar vehicles

Gore Springs, MS

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

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

2014 Dodge Dart SXT

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

2014 Dodge Dart SXT

Gore Springs, MS

UnscoredInsufficient · 4
$5,200184,638 mi

Comparison: 4 similar vehicles

Gore Springs, MS

2016 Ford Focus SE

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

2016 Ford Focus SE

Gore Springs, MS

Unscored
$5,500216,459 mi

Comparison: 10 similar vehicles

Gore Springs, MS

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Gore Springs, MS

Unscored
$5,500123,737 mi

Comparison: 10 similar vehicles

Gore Springs, 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
$5,702175,801 mi

Comparison: 3 similar vehicles

Saltillo, MS

2005 Chevrolet Colorado Z71

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

2005 Chevrolet Colorado Z71

Calhoun City, MS

UnscoredInsufficient · 0
$5,800267,617 mi

Calhoun City, MS

2007 Chevrolet Malibu LS

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

2007 Chevrolet Malibu LS

Oxford, MS

UnscoredInsufficient · 0
$5,870106,786 mi

Oxford, 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

2003 Hyundai Santa Fe GLS

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

2003 Hyundai Santa Fe GLS

Oxford, MS

UnscoredInsufficient · 0
$5,966178,311 mi

Oxford, MS

No Photo

2002 Chevrolet Avalanche Base

Pontotoc, MS

Unscored
$5,990320,847 mi

Comparison: 12 similar vehicles

Pontotoc, MS

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

2015 Ford Focus SE

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

2015 Ford Focus SE

Potts Camp, MS

Unscored
$6,114Mileage not verified

Comparison: 9 similar vehicles

Potts Camp, MS

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Potts Camp, MS

Unscored
$6,159116,324 mi

Comparison: 8 similar vehicles

Potts Camp, MS

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

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Potts Camp, MS

Unscored
$6,200157,849 mi

Comparison: 16 similar vehicles

Potts Camp, 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

2014 FIAT 500 Pop

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

2014 FIAT 500 Pop

Potts Camp, MS

UnscoredInsufficient · 0
$6,200122,999 mi

Potts Camp, MS

2014 Hyundai Elantra GT Base

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

2014 Hyundai Elantra GT Base

Gore Springs, MS

Unscored
$6,250134,775 mi

Comparison: 5 similar vehicles

Gore Springs, MS

2008 Hyundai Accent GS

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

2008 Hyundai Accent GS

Calhoun City, MS

UnscoredInsufficient · 0
$6,414166,871 mi

Calhoun City, MS

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Oxford, MS

Unscored
$6,415152,186 mi

Comparison: 17 similar vehicles

Oxford, MS

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

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Gore Springs, MS

Unscored
$6,500198,367 mi

Comparison: 22 similar vehicles

Gore Springs, MS

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Gore Springs, MS

Unscored
$6,500238,386 mi

Comparison: 23 similar vehicles

Gore Springs, 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

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Potts Camp, MS

UnscoredInsufficient · 4
$6,73092,383 mi

Comparison: 4 similar vehicles

Potts Camp, MS

2011 Honda Ridgeline RTL

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

2011 Honda Ridgeline RTL

Calhoun City, MS

UnscoredInsufficient · 0
$6,800222,289 mi

Calhoun City, 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

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Mooreville, MS

Unscored
$6,900158,429 mi

Comparison: 8 similar vehicles

Mooreville, MS

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

West Point, MS

UnscoredInsufficient · 0
$6,900190,564 mi

West Point, MS

1990 Jeep Wrangler / YJ

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

1990 Jeep Wrangler / YJ

West Point, MS

UnscoredInsufficient · 0
$6,900147,454 mi

West Point, MS

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Oxford, MS

Unscored
$6,949130,824 mi

Comparison: 5 similar vehicles

Oxford, MS

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Saltillo, MS

Fair PriceLimited · 19
$6,995105,899 mi

Market: $5,025 – $13,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 359 days listed (based on current market benchmarks)

Saltillo, MS

2013 FIAT 500 Pop

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

2013 FIAT 500 Pop

Potts Camp, MS

UnscoredInsufficient · 0
$7,17092,617 mi

Potts Camp, MS

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Corinth, MS

Unscored
$7,398157,082 mi

Comparison: 13 similar vehicles

Corinth, MS

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Tupelo, MS

Unscored
$7,500225,435 mi

Comparison: 11 similar vehicles

Tupelo, MS

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Fulton, MS

Unscored
$7,500156,625 mi

Comparison: 8 similar vehicles

Fulton, MS

2018 Kia FORTE S

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

2018 Kia FORTE S

Potts Camp, MS

UnscoredInsufficient · 4
$7,570155,114 mi

Comparison: 4 similar vehicles

Potts Camp, MS

2013 Nissan Sentra SR

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

2013 Nissan Sentra SR

Potts Camp, MS

Unscored
$7,575124,497 mi

Comparison: 7 similar vehicles

Potts Camp, MS

2016 Dodge Journey CrossRoad Plus

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

2016 Dodge Journey CrossRoad Plus

Tupelo, MS

Unscored
$7,695167,535 mi

Comparison: 7 similar vehicles

Tupelo, MS

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Tupelo, MS

Unscored
$7,777196,157 mi

Comparison: 67 similar vehicles

Tupelo, MS

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Oxford, MS

Fair PriceModerate · 20
$7,77791,983 mi

Market: $5,700 – $11,295

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Oxford, 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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