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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

22,010 listings found

No Photo

2013 Ford Expedition XLT

Olive Branch, MS

UnscoredInsufficient · 0
$1,810Mileage not verified

Olive Branch, MS

2010 GMC Terrain SLT-2

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

2010 GMC Terrain SLT-2

Gulfport, MS

UnscoredInsufficient · 0
$2,700161,025 mi

Gulfport, MS

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

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

D'Iberville, MS

UnscoredInsufficient · 0
$2,977168,178 mi

D'Iberville, MS

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

Brandon, MS

UnscoredInsufficient · 4
$3,005194,441 mi

Comparison: 4 similar vehicles

Brandon, MS

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Summit, MS

UnscoredInsufficient · 0
$3,310147,177 mi

Summit, MS

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Jackson, MS

UnscoredInsufficient · 0
$3,325353,603 mi

Jackson, MS

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

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

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

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Jackson, MS

UnscoredInsufficient · 3
$3,699176,451 mi

Comparison: 3 similar vehicles

Jackson, MS

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Lucedale, MS

UnscoredInsufficient · 3
$3,792118,278 mi

Comparison: 3 similar vehicles

Lucedale, 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

No Photo

2010 Hyundai Santa Fe SE

Waveland, MS

UnscoredInsufficient · 0
$3,988171,548 mi

Waveland, MS

2008 Lexus RX 350

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

2008 Lexus RX 350

Ocean Springs, MS

UnscoredInsufficient · 0
$3,995246,354 mi

Ocean Springs, MS

2006 Ford Freestyle SEL

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

2006 Ford Freestyle SEL

Sardis, MS

UnscoredInsufficient · 0
$3,995153,234 mi

Sardis, MS

2006 Chevrolet Suburban LS

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

2006 Chevrolet Suburban LS

Ocean Springs, MS

UnscoredInsufficient · 0
$3,995200,000 mi

Ocean Springs, MS

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Jackson, MS

Unscored
$3,998263,189 mi

Comparison: 11 similar vehicles

Jackson, MS

No Photo

2008 GMC Acadia SLE

Waveland, MS

UnscoredInsufficient · 0
$3,998200,784 mi

Waveland, MS

2014 Ford Escape S

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

2014 Ford Escape S

Picayune, MS

UnscoredInsufficient · 3
$3,999174,955 mi

Comparison: 3 similar vehicles

Picayune, MS

2005 Buick Rendezvous CX AWD

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

2005 Buick Rendezvous CX AWD

Jackson, MS

UnscoredInsufficient · 0
$3,999169,121 mi

Jackson, MS

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Jackson, MS

UnscoredInsufficient · 0
$3,999198,785 mi

Jackson, MS

No Photo

2002 Isuzu Rodeo Sport S

Olive Branch, MS

UnscoredInsufficient · 0
$4,000177,554 mi

Olive Branch, 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

2007 Acura MDX Sport and Entertainment Package

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

2007 Acura MDX Sport and Entertainment Package

D'Iberville, MS

UnscoredInsufficient · 0
$4,477145,067 mi

D'Iberville, MS

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Greenville, MS

Unscored
$4,500163,013 mi

Comparison: 7 similar vehicles

Greenville, MS

2014 Dodge Durango Limited

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

2014 Dodge Durango Limited

Natchez, MS

UnscoredInsufficient · 0
$4,500185,944 mi

Natchez, MS

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Jackson, MS

Unscored
$4,500178,459 mi

Comparison: 12 similar vehicles

Jackson, MS

2011 Nissan Armada Platinum

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

2011 Nissan Armada Platinum

Jackson, MS

UnscoredInsufficient · 4
$4,500181,212 mi

Comparison: 4 similar vehicles

Jackson, MS

2011 Hyundai Tucson GL

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

2011 Hyundai Tucson GL

Jackson, MS

UnscoredInsufficient · 0
$4,500139,451 mi

Jackson, MS

2010 Toyota RAV4 Limited

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

2010 Toyota RAV4 Limited

Pearl, MS

UnscoredInsufficient · 0
$4,500222,500 mi

Pearl, 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

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Olive Branch, MS

UnscoredInsufficient · 0
$4,500Mileage not verified

Olive Branch, MS

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Olive Branch, MS

UnscoredInsufficient · 3
$4,500184,551 mi

Comparison: 3 similar vehicles

Olive Branch, MS

No Photo

2000 Lincoln Navigator Base

Olive Branch, MS

UnscoredInsufficient · 0
$4,500179,940 mi

Olive Branch, MS

2006 Toyota Highlander Sport

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

2006 Toyota Highlander Sport

Picayune, MS

UnscoredInsufficient · 0
$4,600203,104 mi

Picayune, MS

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Jackson, MS

UnscoredInsufficient · 0
$4,625230,400 mi

Jackson, MS

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Starkville, MS

UnscoredInsufficient · 0
$4,801180,421 mi

Starkville, MS

2003 Toyota 4Runner SR5

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

2003 Toyota 4Runner SR5

Columbus, MS

UnscoredInsufficient · 0
$4,925267,904 mi

Columbus, MS

No Photo

2006 Ford Explorer XLT

Olive Branch, MS

Unscored
$4,950170,540 mi

Comparison: 10 similar vehicles

Olive Branch, MS

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Carriere, MS

UnscoredInsufficient · 0
$4,975174,399 mi

Carriere, MS

2014 Ford Escape SE

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

2014 Ford Escape SE

D'Iberville, MS

Unscored
$4,977144,848 mi

Comparison: 21 similar vehicles

D'Iberville, MS

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Batesville, MS

UnscoredInsufficient · 0
$4,988Mileage not verified

Batesville, MS

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Gulfport, MS

UnscoredInsufficient · 3
$4,995121,495 mi

Comparison: 3 similar vehicles

Gulfport, MS

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Gulfport, MS

Unscored
$4,995236,670 mi

Comparison: 10 similar vehicles

Gulfport, MS

2014 Kia Sorento Limited

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

2014 Kia Sorento Limited

Ocean Springs, MS

UnscoredInsufficient · 3
$4,995181,730 mi

Comparison: 3 similar vehicles

Ocean Springs, MS

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Gulfport, MS

Unscored
$4,995288,162 mi

Comparison: 5 similar vehicles

Gulfport, MS

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Biloxi, MS

UnscoredInsufficient · 0
$4,995137,032 mi

Biloxi, 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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