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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

2,830 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

No Photo

1997 Toyota Camry CE

Aiken, SC

UnscoredInsufficient · 0
$1,500Mileage not verified

Aiken, SC

No Photo

2005 Toyota Corolla CE

Aiken, SC

UnscoredInsufficient · 3
$2,200252,445 mi

Comparison: 3 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

UnscoredLimited · 11
$2,400194,832 mi

Comparison: 11 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 · 16
$2,400224,671 mi

Comparison: 16 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

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

No Photo

2004 Honda Accord EX

Saint Matthews, SC

UnscoredModerate · 44
$2,700261,764 mi

Comparison: 44 similar vehicles

Saint Matthews, SC

No Photo

1999 Honda Accord LX

Saint Matthews, SC

UnscoredInsufficient · 0
$2,700Mileage not verified

Saint Matthews, 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

UnscoredLimited · 12
$2,899Mileage not verified

Comparison: 12 similar vehicles

Swansea, 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 · 9
$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

UnscoredLimited · 19
$2,995119,848 mi

Comparison: 19 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

UnscoredLimited · 12
$2,999298,000 mi

Comparison: 12 similar vehicles

Chester, SC

No Photo

2014 Nissan Altima S

Saint Matthews, SC

UnscoredRobust · 53
$3,000175,894 mi

Comparison: 53 similar vehicles

Saint Matthews, 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

UnscoredLimited · 6
$3,500174,331 mi

Comparison: 6 similar vehicles

Aiken, 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 · 27
$3,500342,735 mi

Comparison: 27 similar vehicles

Batesburg-Leesville, 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

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

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Sumter, SC

UnscoredInsufficient · 0
$3,900139,520 mi

Sumter, SC

2005 Honda Accord LX

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

2005 Honda Accord LX

Elgin, SC

UnscoredLimited · 15
$3,900198,588 mi

Comparison: 15 similar vehicles

Elgin, SC

2014 Hyundai Elantra Sport

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

2014 Hyundai Elantra Sport

Batesburg-Leesville, SC

UnscoredInsufficient · 0
$3,995412,594 mi

Batesburg-Leesville, SC

2013 Kia Forte EX

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

2013 Kia Forte EX

Elgin, SC

UnscoredLimited · 5
$3,995195,290 mi

Comparison: 5 similar vehicles

Elgin, SC

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Batesburg-Leesville, SC

UnscoredLimited · 8
$3,995239,092 mi

Comparison: 8 similar vehicles

Batesburg-Leesville, SC

2008 Mercury Milan Base

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

2008 Mercury Milan Base

Elgin, SC

UnscoredInsufficient · 0
$3,995129,958 mi

Elgin, SC

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Columbia, SC

UnscoredLimited · 5
$3,995267,743 mi

Comparison: 5 similar vehicles

Columbia, SC

2005 Acura TL Base

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

2005 Acura TL Base

Lexington, SC

UnscoredLimited · 5
$3,995241,541 mi

Comparison: 5 similar vehicles

Lexington, SC

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Lexington, SC

UnscoredInsufficient · 3
$3,995207,107 mi

Comparison: 3 similar vehicles

Lexington, SC

2003 Ford Taurus SEL Deluxe

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

2003 Ford Taurus SEL Deluxe

Batesburg-Leesville, SC

UnscoredInsufficient · 0
$3,995161,389 mi

Batesburg-Leesville, SC

2003 Nissan Altima S

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

2003 Nissan Altima S

Batesburg-Leesville, SC

UnscoredInsufficient · 0
$3,995189,570 mi

Batesburg-Leesville, SC

2003 Toyota Camry XLE

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

2003 Toyota Camry XLE

Batesburg-Leesville, SC

UnscoredInsufficient · 0
$3,995273,639 mi

Batesburg-Leesville, SC

2006 Nissan Sentra 1.8

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

2006 Nissan Sentra 1.8

Saluda, SC

UnscoredInsufficient · 0
$3,999184,136 mi

Saluda, SC

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Sumter, SC

UnscoredLimited · 15
$4,000170,540 mi

Comparison: 15 similar vehicles

Sumter, SC

2015 Kia Forte LX

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

2015 Kia Forte LX

Columbia, SC

UnscoredInsufficient · 4
$4,274135,351 mi

Comparison: 4 similar vehicles

Columbia, SC

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

West Columbia, SC

UnscoredLimited · 5
$4,318171,212 mi

Comparison: 5 similar vehicles

West Columbia, SC

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Columbia, SC

UnscoredLimited · 12
$4,450156,824 mi

Comparison: 12 similar vehicles

Columbia, SC

2006 Mitsubishi Lancer ES

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

2006 Mitsubishi Lancer ES

Lexington, SC

UnscoredInsufficient · 0
$4,495105,493 mi

Lexington, SC

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Elgin, SC

UnscoredLimited · 8
$4,500239,667 mi

Comparison: 8 similar vehicles

Elgin, SC

2010 Lincoln MKS Base

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

2010 Lincoln MKS Base

Elgin, SC

UnscoredInsufficient · 4
$4,500239,370 mi

Comparison: 4 similar vehicles

Elgin, SC

2009 Cadillac DTS 1SD

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

2009 Cadillac DTS 1SD

Elgin, SC

UnscoredInsufficient · 0
$4,500146,587 mi

Elgin, SC

2009 Volvo S60 2.5T

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

2009 Volvo S60 2.5T

Elgin, SC

UnscoredInsufficient · 0
$4,500208,151 mi

Elgin, SC

2006 Nissan Altima S

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

2006 Nissan Altima S

Elgin, SC

UnscoredInsufficient · 4
$4,500129,312 mi

Comparison: 4 similar vehicles

Elgin, SC

No Photo

2013 Buick LaCrosse Premium 2

Saint Matthews, SC

UnscoredInsufficient · 0
$4,599245,903 mi

Saint Matthews, SC

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

North Augusta, SC

UnscoredLimited · 14
$4,695246,711 mi

Comparison: 14 similar vehicles

North Augusta, SC

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Orangeburg, SC

UnscoredInsufficient · 4
$4,700122,520 mi

Comparison: 4 similar vehicles

Orangeburg, 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

Columbia, SC

UnscoredLimited · 5
$4,780151,559 mi

Comparison: 5 similar vehicles

Columbia, SC

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Chester, SC

UnscoredInsufficient · 3
$4,799207,627 mi

Comparison: 3 similar vehicles

Chester, 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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