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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 3, 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

347 listings found

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

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

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

1995 Toyota Camry

Aiken, SC

UnscoredInsufficient · 0
$2,700132,053 mi

Aiken, 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

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Aiken, SC

Unscored
$4,500182,606 mi

Comparison: 8 similar vehicles

Aiken, SC

2005 Lexus RX 330

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

2005 Lexus RX 330

Aiken, SC

Unscored
$4,500228,745 mi

Comparison: 18 similar vehicles

Aiken, SC

1992 Toyota Pickup

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

1992 Toyota Pickup

Aiken, SC

UnscoredInsufficient · 0
$4,500426,865 mi

Aiken, SC

1999 Lexus RX 300

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

1999 Lexus RX 300

Aiken, SC

UnscoredInsufficient · 3
$4,800199,862 mi

Comparison: 3 similar vehicles

Aiken, SC

2005 Chevrolet Express Base

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

2005 Chevrolet Express Base

Aiken, SC

UnscoredInsufficient · 0
$4,950277,541 mi

Aiken, SC

2002 Mazda Truck DS

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

2002 Mazda Truck DS

Aiken, SC

UnscoredInsufficient · 0
$4,950264,912 mi

Aiken, SC

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Aiken, SC

Unscored
$4,995181,704 mi

Comparison: 9 similar vehicles

Aiken, SC

2009 Pontiac Vibe Base

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

2009 Pontiac Vibe Base

Aiken, SC

Unscored
$4,995189,841 mi

Comparison: 7 similar vehicles

Aiken, SC

2006 Chevrolet Suburban

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

2006 Chevrolet Suburban

Aiken, SC

UnscoredInsufficient · 0
$4,995Mileage not verified

Aiken, SC

2006 Toyota Highlander Base

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

2006 Toyota Highlander Base

Aiken, SC

Unscored
$4,995201,373 mi

Comparison: 6 similar vehicles

Aiken, SC

2009 Chevrolet Avalanche LT2

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

2009 Chevrolet Avalanche LT2

Aiken, SC

UnscoredInsufficient · 0
$5,000268,580 mi

Aiken, SC

2006 BMW 3 Series 330i

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

2006 BMW 3 Series 330i

Aiken, SC

Unscored
$5,500203,049 mi

Comparison: 7 similar vehicles

Aiken, SC

2011 Subaru Outback 3.6R Limited

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

2011 Subaru Outback 3.6R Limited

Aiken, SC

UnscoredInsufficient · 0
$5,950291,159 mi

Aiken, SC

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Aiken, SC

Unscored
$5,950309,156 mi

Comparison: 7 similar vehicles

Aiken, SC

1994 Ford Mustang

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

1994 Ford Mustang

Aiken, SC

UnscoredInsufficient · 0
$5,950166,013 mi

Aiken, SC

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Aiken, SC

UnscoredInsufficient · 4
$5,995205,697 mi

Comparison: 4 similar vehicles

Aiken, SC

2011 Hyundai Elantra Touring SE

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

2011 Hyundai Elantra Touring SE

Aiken, SC

UnscoredInsufficient · 0
$5,995183,997 mi

Aiken, SC

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Aiken, SC

Unscored
$5,995185,023 mi

Comparison: 18 similar vehicles

Aiken, SC

2008 Mercury Grand Marquis LS

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

2008 Mercury Grand Marquis LS

Aiken, SC

UnscoredInsufficient · 3
$5,995168,351 mi

Comparison: 3 similar vehicles

Aiken, SC

2008 Saturn Astra XE

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

2008 Saturn Astra XE

Aiken, SC

UnscoredInsufficient · 0
$5,995122,578 mi

Aiken, SC

2007 Jeep Liberty Limited

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

2007 Jeep Liberty Limited

Aiken, SC

UnscoredInsufficient · 0
$5,995171,817 mi

Aiken, SC

2007 Kia Sorento BASE

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

2007 Kia Sorento BASE

Aiken, SC

UnscoredInsufficient · 3
$5,995241,294 mi

Comparison: 3 similar vehicles

Aiken, SC

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Aiken, SC

Unscored
$5,995275,874 mi

Comparison: 16 similar vehicles

Aiken, SC

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Aiken, SC

Unscored
$5,995176,856 mi

Comparison: 13 similar vehicles

Aiken, SC

No Photo

2007 Chevrolet Tahoe LS

Aiken, SC

Unscored
$6,500208,710 mi

Comparison: 9 similar vehicles

Aiken, SC

2007 Honda Accord EX

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

2007 Honda Accord EX

Aiken, SC

Unscored
$6,500191,012 mi

Comparison: 13 similar vehicles

Aiken, SC

2006 Honda Accord SE

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

2006 Honda Accord SE

Aiken, SC

UnscoredInsufficient · 3
$6,500152,027 mi

Comparison: 3 similar vehicles

Aiken, SC

2003 Toyota Sienna LE

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

2003 Toyota Sienna LE

Aiken, SC

UnscoredInsufficient · 0
$6,600123,310 mi

Aiken, SC

2012 Ford Edge SE

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

2012 Ford Edge SE

Aiken, SC

OverpricedLimited · 11
$6,800232,223 mi

Market: $3,700 – $4,399

Comparison: 11 similar vehicles

Priced ~55% above the typical market range for similar vehicles (based on current market benchmarks)

Aiken, SC

2012 Subaru Outback Limited

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

2012 Subaru Outback Limited

Aiken, SC

Unscored
$6,995168,844 mi

Comparison: 25 similar vehicles

Aiken, SC

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Aiken, SC

Unscored
$6,995240,808 mi

Comparison: 25 similar vehicles

Aiken, SC

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Aiken, SC

UnscoredInsufficient · 3
$6,995178,922 mi

Comparison: 3 similar vehicles

Aiken, SC

2010 Chevrolet Traverse LS

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

2010 Chevrolet Traverse LS

Aiken, SC

UnscoredInsufficient · 0
$6,99581,966 mi

Aiken, SC

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Aiken, SC

Unscored
$6,995132,570 mi

Comparison: 7 similar vehicles

Aiken, SC

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Aiken, SC

Unscored
$6,995129,378 mi

Comparison: 11 similar vehicles

Aiken, SC

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Aiken, SC

Unscored
$6,995223,755 mi

Comparison: 6 similar vehicles

Aiken, SC

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Aiken, SC

UnscoredInsufficient · 3
$6,995166,139 mi

Comparison: 3 similar vehicles

Aiken, SC

2005 Toyota RAV4 Base

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

2005 Toyota RAV4 Base

Aiken, SC

Unscored
$6,995155,226 mi

Comparison: 6 similar vehicles

Aiken, SC

2004 Toyota RAV4 Base

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

2004 Toyota RAV4 Base

Aiken, SC

UnscoredInsufficient · 0
$6,995187,065 mi

Aiken, SC

2003 Toyota Highlander Base

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

2003 Toyota Highlander Base

Aiken, SC

UnscoredInsufficient · 4
$6,995160,558 mi

Comparison: 4 similar vehicles

Aiken, SC

2012 Toyota Camry L

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

2012 Toyota Camry L

Aiken, SC

Unscored
$7,200249,504 mi

Comparison: 33 similar vehicles

Aiken, SC

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Aiken, SC

Unscored
$7,200215,403 mi

Comparison: 7 similar vehicles

Aiken, SC

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Aiken, SC

Unscored
$7,200208,491 mi

Comparison: 11 similar vehicles

Aiken, SC

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Aiken, SC

Unscored
$7,500197,024 mi

Comparison: 22 similar vehicles

Aiken, SC

2008 Mercedes-Benz E-Class E320 BLUETEC

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

2008 Mercedes-Benz E-Class E320 BLUETEC

Aiken, SC

UnscoredInsufficient · 0
$7,500196,878 mi

Aiken, SC

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 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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