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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 · October 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

17,081 listings found

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Sumter, SC

UnscoredLimited · 11
$1,200Mileage not verified

Comparison: 11 similar vehicles

Sumter, SC

2012 Hyundai Veloster Base

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

2012 Hyundai Veloster Base

West Columbia, SC

UnscoredLimited · 13
$2,096Mileage not verified

Comparison: 13 similar vehicles

West Columbia, 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

UnscoredLimited · 17
$2,400194,832 mi

Comparison: 17 similar vehicles

Winnsboro, SC

2012 Nissan Altima S

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

2012 Nissan Altima S

Winnsboro, SC

UnscoredInsufficient · 3
$2,400240,826 mi

Comparison: 3 similar vehicles

Winnsboro, SC

2008 Nissan Altima S

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

2008 Nissan Altima S

Winnsboro, SC

UnscoredLimited · 13
$2,400224,671 mi

Comparison: 13 similar vehicles

Winnsboro, 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

2006 Mercedes-Benz S-Class S430

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

2006 Mercedes-Benz S-Class S430

West Columbia, SC

UnscoredInsufficient · 0
$2,500216,203 mi

West Columbia, 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

2011 Dodge Charger SE

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

2011 Dodge Charger SE

Lugoff, SC

UnscoredLimited · 5
$2,698194,798 mi

Comparison: 5 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 · 3
$2,700Mileage not verified

Comparison: 3 similar vehicles

West Columbia, SC

No Photo

2004 Honda Accord EX

Saint Matthews, SC

UnscoredModerate · 42
$2,700261,764 mi

Comparison: 42 similar vehicles

Saint Matthews, SC

No Photo

1999 Honda Accord LX

Saint Matthews, SC

UnscoredInsufficient · 0
$2,700Mileage not verified

Saint Matthews, SC

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Columbia, SC

UnscoredModerate · 40
$2,774202,063 mi

Comparison: 40 similar vehicles

Columbia, SC

2011 Hyundai Tucson GLS

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

2011 Hyundai Tucson GLS

Lancaster, SC

UnscoredLimited · 11
$2,795212,255 mi

Comparison: 11 similar vehicles

Lancaster, SC

2007 Saturn Aura XR

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

2007 Saturn Aura XR

Lancaster, SC

UnscoredInsufficient · 0
$2,795181,221 mi

Lancaster, SC

2000 Lincoln Town Car EXECUTIVE

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

2000 Lincoln Town Car EXECUTIVE

Lexington, SC

UnscoredInsufficient · 0
$2,795137,344 mi

Lexington, 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

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

West Columbia, SC

UnscoredModerate · 41
$2,900237,073 mi

Comparison: 41 similar vehicles

West Columbia, SC

2008 Kia Sorento EX

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

2008 Kia Sorento EX

Winnsboro, SC

UnscoredInsufficient · 0
$2,900289,489 mi

Winnsboro, SC

2003 Dodge Ram 1500 Pickup ST

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

2003 Dodge Ram 1500 Pickup ST

Winnsboro, SC

UnscoredLimited · 8
$2,992327,775 mi

Comparison: 8 similar vehicles

Winnsboro, SC

2014 Ford Focus SE

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

2014 Ford Focus SE

Orangeburg, SC

UnscoredModerate · 46
$2,994234,024 mi

Comparison: 46 similar vehicles

Orangeburg, SC

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Richburg, SC

UnscoredLimited · 16
$2,995Mileage not verified

Comparison: 16 similar vehicles

Richburg, SC

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Lancaster, SC

Salvage title
$2,995226,914 mi

Lancaster, SC

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Richburg, SC

UnscoredInsufficient · 0
$2,995231,326 mi

Richburg, SC

2005 Chrysler PT Cruiser Touring Edition

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

2005 Chrysler PT Cruiser Touring Edition

Richburg, SC

UnscoredInsufficient · 0
$2,995205,478 mi

Richburg, 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

UnscoredLimited · 13
$2,995387,437 mi

Comparison: 13 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

UnscoredInsufficient · 0
$2,995119,848 mi

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

UnscoredLimited · 14
$2,999298,000 mi

Comparison: 14 similar vehicles

Chester, SC

No Photo

2014 Nissan Altima S

Saint Matthews, SC

UnscoredRobust · 52
$3,000175,894 mi

Comparison: 52 similar vehicles

Saint Matthews, SC

2006 Ford F-150 STX

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

2006 Ford F-150 STX

Sumter, SC

UnscoredInsufficient · 4
$3,000228,990 mi

Comparison: 4 similar vehicles

Sumter, SC

2006 Honda Accord EX

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

2006 Honda Accord EX

Fort Lawn, SC

UnscoredLimited · 13
$3,000263,000 mi

Comparison: 13 similar vehicles

Fort Lawn, 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

Fair PriceModerate · 20
$3,000272,658 mi

Market: $2,000 – $4,170

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

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 · 4
$3,250204,077 mi

Comparison: 4 similar vehicles

West Columbia, SC

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Lancaster, SC

UnscoredLimited · 5
$3,295237,477 mi

Comparison: 5 similar vehicles

Lancaster, 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

UnscoredLimited · 5
$3,300Mileage not verified

Comparison: 5 similar vehicles

West Columbia, SC

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Sumter, SC

UnscoredLimited · 7
$3,400150,000 mi

Comparison: 7 similar vehicles

Sumter, 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

UnscoredLimited · 8
$3,490232,521 mi

Comparison: 8 similar vehicles

Richburg, SC

No Photo

2015 Nissan Rogue SV

Saint Matthews, SC

UnscoredRobust · 59
$3,500214,654 mi

Comparison: 59 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

UnscoredLimited · 17
$3,500165,175 mi

Comparison: 17 similar vehicles

Columbia, SC

2009 Ford Escape XLS

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

2009 Ford Escape XLS

Sumter, SC

UnscoredInsufficient · 0
$3,500176,949 mi

Sumter, 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

UnscoredModerate · 25
$3,500342,735 mi

Comparison: 25 similar vehicles

Batesburg-Leesville, 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

UnscoredLimited · 8
$3,500264,201 mi

Comparison: 8 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

2009 Nissan cube S

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

2009 Nissan cube S

West Columbia, SC

UnscoredInsufficient · 0
$3,628212,003 mi

West Columbia, SC

2012 FIAT 500 Sport

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

2012 FIAT 500 Sport

Lexington, SC

UnscoredInsufficient · 3
$3,795168,000 mi

Comparison: 3 similar vehicles

Lexington, SC

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

Elgin, SC

UnscoredInsufficient · 0
$3,800185,310 mi

Elgin, SC

2004 Hyundai Sonata GLS

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

2004 Hyundai Sonata GLS

Orangeburg, SC

UnscoredInsufficient · 0
$3,800125,344 mi

Orangeburg, SC

2013 Mitsubishi Outlander ES

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

2013 Mitsubishi Outlander ES

Winnsboro, SC

UnscoredInsufficient · 0
$3,888101,536 mi

Winnsboro, 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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
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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