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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 7, 2026

7.1M+

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

17,498 listings found

2006 Subaru Forester X

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

2006 Subaru Forester X

Union, SC

UnscoredInsufficient · 0
$1,900225,913 mi

Union, SC

2015 Ford Focus Titanium

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

2015 Ford Focus Titanium

West Columbia, SC

Unscored
$2,096Mileage not verified

Comparison: 6 similar vehicles

West Columbia, SC

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Aiken, SC

UnscoredInsufficient · 4
$2,200252,445 mi

Comparison: 4 similar vehicles

Aiken, SC

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Winnsboro, SC

Unscored
$2,400194,832 mi

Comparison: 19 similar vehicles

Winnsboro, SC

2001 Ford Crown Victoria LX

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

2001 Ford Crown Victoria LX

Aiken, SC

UnscoredInsufficient · 0
$2,400143,551 mi

Aiken, SC

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Union, SC

Unscored
$2,500181,657 mi

Comparison: 18 similar vehicles

Union, SC

2008 Dodge Caliber R/T

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

2008 Dodge Caliber R/T

Union, SC

UnscoredInsufficient · 0
$2,500160,757 mi

Union, SC

2008 Kia Sedona EX

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

2008 Kia Sedona EX

Union, SC

UnscoredInsufficient · 3
$2,500245,150 mi

Comparison: 3 similar vehicles

Union, SC

2006 Nissan Altima SE

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

2006 Nissan Altima SE

Blythewood, SC

Salvage title
$2,500148,000 mi

Blythewood, SC

2005 Toyota Matrix XR

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

2005 Toyota Matrix XR

Union, SC

UnscoredInsufficient · 4
$2,500278,504 mi

Comparison: 4 similar vehicles

Union, SC

1996 Chevrolet Blazer

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

1996 Chevrolet Blazer

Elgin, SC

UnscoredInsufficient · 0
$2,500312,285 mi

Elgin, SC

2012 Nissan Altima S

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

2012 Nissan Altima S

Lugoff, SC

Unscored
$2,598213,475 mi

Comparison: 40 similar vehicles

Lugoff, SC

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

West Columbia, SC

UnscoredInsufficient · 0
$2,700Mileage not verified

West Columbia, SC

No Photo

2004 Honda Accord EX

Saint Matthews, SC

UnscoredInsufficient · 3
$2,700261,764 mi

Comparison: 3 similar vehicles

Saint Matthews, SC

2002 Hyundai Santa Fe LX

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

2002 Hyundai Santa Fe LX

Aiken, SC

UnscoredInsufficient · 0
$2,700168,271 mi

Aiken, SC

No Photo

1999 Honda Accord LX

Saint Matthews, SC

UnscoredInsufficient · 0
$2,700Mileage not verified

Saint Matthews, SC

2003 Mercedes-Benz E-Class E320

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

2003 Mercedes-Benz E-Class E320

Swansea, SC

UnscoredInsufficient · 0
$2,899Mileage not verified

Swansea, SC

2008 Ford Expedition Limited

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

2008 Ford Expedition Limited

Union, SC

Unscored
$2,900306,414 mi

Comparison: 9 similar vehicles

Union, SC

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Union, SC

Unscored
$2,900242,211 mi

Comparison: 12 similar vehicles

Union, SC

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Columbia, SC

Salvage title
$2,933209,011 mi

Columbia, SC

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Lexington, SC

Unscored
$2,995194,801 mi

Comparison: 6 similar vehicles

Lexington, SC

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Greenwood, SC

Unscored
$2,995Mileage not verified

Comparison: 8 similar vehicles

Greenwood, SC

2003 Honda Accord LX

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

2003 Honda Accord LX

Batesburg-Leesville, SC

Unscored
$2,995387,437 mi

Comparison: 9 similar vehicles

Batesburg-Leesville, SC

2000 Toyota Camry LE

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

2000 Toyota Camry LE

Elgin, SC

UnscoredInsufficient · 0
$2,995213,176 mi

Elgin, SC

1999 Ford Taurus SE

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

1999 Ford Taurus SE

Batesburg-Leesville, SC

Unscored
$2,995119,848 mi

Comparison: 23 similar vehicles

Batesburg-Leesville, SC

2003 Honda Accord EX

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

2003 Honda Accord EX

Chester, SC

Unscored
$2,999298,000 mi

Comparison: 16 similar vehicles

Chester, SC

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Union, SC

Unscored
$3,000183,690 mi

Comparison: 5 similar vehicles

Union, SC

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Batesburg-Leesville, SC

Unscored
$3,000272,658 mi

Comparison: 19 similar vehicles

Batesburg-Leesville, SC

2011 Dodge Grand Caravan Express

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

2011 Dodge Grand Caravan Express

West Columbia, SC

UnscoredInsufficient · 3
$3,250204,077 mi

Comparison: 3 similar vehicles

West Columbia, SC

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

West Columbia, SC

UnscoredInsufficient · 4
$3,296246,013 mi

Comparison: 4 similar vehicles

West Columbia, SC

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Union, SC

Unscored
$3,300265,342 mi

Comparison: 15 similar vehicles

Union, SC

2006 Saturn VUE Base

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

2006 Saturn VUE Base

West Columbia, SC

Unscored
$3,300255,422 mi

Comparison: 5 similar vehicles

West Columbia, SC

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Columbia, SC

Salvage title
$3,450Mileage not verified

Columbia, SC

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

Richburg, SC

Unscored
$3,490232,521 mi

Comparison: 8 similar vehicles

Richburg, SC

2005 Chrysler Sebring Base

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

2005 Chrysler Sebring Base

Greenwood, SC

UnscoredInsufficient · 0
$3,495180,000 mi

Greenwood, SC

2012 Nissan Altima S

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

2012 Nissan Altima S

Saluda, SC

Unscored
$3,499198,760 mi

Comparison: 74 similar vehicles

Saluda, SC

No Photo

2015 Nissan Rogue SV

Saint Matthews, SC

Unscored
$3,500214,654 mi

Comparison: 39 similar vehicles

Saint Matthews, SC

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Columbia, SC

Unscored
$3,500165,175 mi

Comparison: 16 similar vehicles

Columbia, SC

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Union, SC

Unscored
$3,500203,050 mi

Comparison: 13 similar vehicles

Union, SC

2009 Ford Focus SE

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

2009 Ford Focus SE

Laurens, SC

Unscored
$3,500163,495 mi

Comparison: 11 similar vehicles

Laurens, SC

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

Aiken, SC

Unscored
$3,500174,331 mi

Comparison: 8 similar vehicles

Aiken, SC

2008 Subaru Outback I Limited

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

2008 Subaru Outback I Limited

Union, SC

UnscoredInsufficient · 4
$3,500187,685 mi

Comparison: 4 similar vehicles

Union, SC

2008 Lincoln Navigator Base

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

2008 Lincoln Navigator Base

Union, SC

UnscoredInsufficient · 0
$3,500308,218 mi

Union, SC

2007 Lexus RX 350

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

2007 Lexus RX 350

Lugoff, SC

Unscored
$3,500217,248 mi

Comparison: 22 similar vehicles

Lugoff, SC

2006 Honda Civic LX

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

2006 Honda Civic LX

Batesburg-Leesville, SC

Unscored
$3,500342,735 mi

Comparison: 7 similar vehicles

Batesburg-Leesville, SC

2005 Ford Explorer Sport Trac XLS

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

2005 Ford Explorer Sport Trac XLS

Union, SC

UnscoredInsufficient · 0
$3,500224,933 mi

Union, SC

2005 GMC Envoy XL SLE

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

2005 GMC Envoy XL SLE

Elgin, SC

UnscoredInsufficient · 0
$3,500218,009 mi

Elgin, SC

2005 Honda Civic LX

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

2005 Honda Civic LX

Batesburg-Leesville, SC

Unscored
$3,500264,201 mi

Comparison: 5 similar vehicles

Batesburg-Leesville, SC

2005 Pontiac Vibe Base

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

2005 Pontiac Vibe Base

Batesburg-Leesville, SC

UnscoredInsufficient · 0
$3,595271,096 mi

Batesburg-Leesville, SC

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Union, SC

Unscored
$3,600173,797 mi

Comparison: 62 similar vehicles

Union, SC

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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