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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

13,482 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

Unscored
$1,200Mileage not verified

Comparison: 11 similar vehicles

Sumter, SC

2008 Volkswagen Jetta SE

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

2008 Volkswagen Jetta SE

Fort Mill, SC

UnscoredInsufficient · 0
$1,800256,905 mi

Fort Mill, SC

2005 Volvo S60 2.4

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

2005 Volvo S60 2.4

Piedmont, SC

UnscoredInsufficient · 0
$1,800Mileage not verified

Piedmont, SC

2010 Ford Focus SE

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

2010 Ford Focus SE

Gaffney, SC

Salvage title
$1,900221,690 mi

Gaffney, SC

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Conway, SC

Unscored
$1,922235,811 mi

Comparison: 57 similar vehicles

Conway, SC

2007 Dodge Charger Base

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

2007 Dodge Charger Base

Charleston, SC

UnscoredInsufficient · 0
$1,995230,781 mi

Charleston, SC

1998 Cadillac DeVille Base

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

1998 Cadillac DeVille Base

Charleston, SC

UnscoredInsufficient · 0
$1,99567,945 mi

Charleston, SC

2015 Nissan Sentra SL

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

2015 Nissan Sentra SL

Ladson, SC

UnscoredInsufficient · 0
$1,99967,858 mi

Ladson, SC

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Conway, SC

UnscoredInsufficient · 0
$2,150Mileage not verified

Conway, SC

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Ravenel, SC

Unscored
$2,200257,566 mi

Comparison: 5 similar vehicles

Ravenel, SC

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Summerville, SC

UnscoredInsufficient · 4
$2,200286,977 mi

Comparison: 4 similar vehicles

Summerville, 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 · 3
$2,200252,445 mi

Comparison: 3 similar vehicles

Aiken, SC

2006 Ford Taurus SE

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

2006 Ford Taurus SE

Fort Mill, SC

Unscored
$2,396149,000 mi

Comparison: 7 similar vehicles

Fort Mill, 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: 18 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

1998 Toyota Corolla LE

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

1998 Toyota Corolla LE

Spartanburg, SC

UnscoredInsufficient · 0
$2,400230,623 mi

Spartanburg, SC

2012 Nissan Altima S

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

2012 Nissan Altima S

Coward, SC

Unscored
$2,495215,246 mi

Comparison: 49 similar vehicles

Coward, SC

2016 Nissan Altima S

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

2016 Nissan Altima S

Ravenel, SC

UnscoredInsufficient · 3
$2,500294,348 mi

Comparison: 3 similar vehicles

Ravenel, SC

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Ravenel, SC

UnscoredInsufficient · 4
$2,500177,098 mi

Comparison: 4 similar vehicles

Ravenel, SC

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Myrtle Beach, SC

Unscored
$2,500188,198 mi

Comparison: 7 similar vehicles

Myrtle Beach, 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: 10 similar vehicles

Union, SC

2009 Saturn Aura XR

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

2009 Saturn Aura XR

Conway, SC

UnscoredInsufficient · 0
$2,500234,275 mi

Conway, SC

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Greenville, SC

UnscoredInsufficient · 0
$2,590207,725 mi

Greenville, SC

No Photo

2004 Honda Accord EX

Saint Matthews, SC

Unscored
$2,700261,764 mi

Comparison: 42 similar vehicles

Saint Matthews, SC

2003 Chevrolet Cavalier Base

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

2003 Chevrolet Cavalier Base

Greenville, SC

UnscoredInsufficient · 0
$2,700139,385 mi

Greenville, SC

No Photo

1999 Honda Accord LX

Saint Matthews, SC

UnscoredInsufficient · 0
$2,700Mileage not verified

Saint Matthews, SC

2005 Mercury Grand Marquis GS

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

2005 Mercury Grand Marquis GS

North Charleston, SC

UnscoredInsufficient · 0
$2,725305,340 mi

North Charleston, SC

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Summerville, SC

Unscored
$2,750159,960 mi

Comparison: 5 similar vehicles

Summerville, SC

2002 Cadillac DeVille Base

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

2002 Cadillac DeVille Base

Piedmont, SC

UnscoredInsufficient · 0
$2,750180,732 mi

Piedmont, 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

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Starr, SC

UnscoredInsufficient · 0
$2,800170,000 mi

Starr, SC

2006 Acura TL Base

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

2006 Acura TL Base

Florence, SC

UnscoredInsufficient · 4
$2,850Mileage not verified

Comparison: 4 similar vehicles

Florence, SC

2000 Chrysler Cirrus LXI

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

2000 Chrysler Cirrus LXI

Laurens, SC

UnscoredInsufficient · 0
$2,895100,461 mi

Laurens, 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

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Ravenel, SC

Unscored
$2,900216,592 mi

Comparison: 14 similar vehicles

Ravenel, SC

2012 Kia Optima EX

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

2012 Kia Optima EX

North Charleston, SC

UnscoredInsufficient · 0
$2,900215,541 mi

North Charleston, SC

2010 Honda Accord LX

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

2010 Honda Accord LX

Myrtle Beach, SC

Unscored
$2,900281,903 mi

Comparison: 17 similar vehicles

Myrtle Beach, SC

2010 Mazda MAZDA6 i Sport

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

2010 Mazda MAZDA6 i Sport

Ravenel, SC

UnscoredInsufficient · 0
$2,900277,342 mi

Ravenel, SC

2009 Nissan Maxima S

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

2009 Nissan Maxima S

Charleston, SC

UnscoredInsufficient · 0
$2,900223,054 mi

Charleston, SC

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Anderson, SC

Unscored
$2,900143,855 mi

Comparison: 9 similar vehicles

Anderson, 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

1999 Toyota Camry LE

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

1999 Toyota Camry LE

Landrum, SC

UnscoredInsufficient · 0
$2,900199,345 mi

Landrum, 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

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Hartsville, SC

Unscored
$2,950241,045 mi

Comparison: 7 similar vehicles

Hartsville, SC

2008 Nissan Altima S

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

2008 Nissan Altima S

Conway, SC

Unscored
$2,950238,410 mi

Comparison: 14 similar vehicles

Conway, 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

Ladson, SC

UnscoredInsufficient · 0
$2,950167,857 mi

Ladson, SC

2000 Chrysler 300M Base

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

2000 Chrysler 300M Base

Conway, SC

UnscoredInsufficient · 0
$2,950125,600 mi

Conway, SC

1998 Cadillac DeVille Base

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

1998 Cadillac DeVille Base

Conway, SC

UnscoredInsufficient · 0
$2,950137,375 mi

Conway, SC

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Spartanburg, SC

Unscored
$2,995199,750 mi

Comparison: 35 similar vehicles

Spartanburg, 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

Fair PriceLimited · 16
$2,995Mileage not verified

Market: $2,975 – $8,249

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Richburg, 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.
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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