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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 22, 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

13,700 listings found

2012 Honda Civic LX

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

2012 Honda Civic LX

Kannapolis, NC

UnscoredModerate · 27
$1,200140,621 mi

Comparison: 27 similar vehicles

Kannapolis, NC

2009 Acura TL Technology Package

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

2009 Acura TL Technology Package

Kannapolis, NC

UnscoredInsufficient · 4
$1,400175,940 mi

Comparison: 4 similar vehicles

Kannapolis, NC

2008 Toyota Avalon Limited

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

2008 Toyota Avalon Limited

Kannapolis, NC

UnscoredInsufficient · 0
$1,500121,920 mi

Kannapolis, NC

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

2015 Acura ILX

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

2015 Acura ILX

Kannapolis, NC

UnscoredInsufficient · 0
$2,000129,480 mi

Kannapolis, NC

2005 Cadillac STS Base

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

2005 Cadillac STS Base

Charlotte, NC

UnscoredLimited · 6
$2,000165,507 mi

Comparison: 6 similar vehicles

Charlotte, NC

2007 Cadillac DTS Performance

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

2007 Cadillac DTS Performance

Rock Hill, SC

UnscoredInsufficient · 0
$2,100185,469 mi

Rock Hill, 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

UnscoredInsufficient · 3
$2,396149,000 mi

Comparison: 3 similar vehicles

Fort Mill, SC

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Concord, NC

Salvage title
$2,500215,635 mi

Concord, NC

2009 Mercedes-Benz E-Class E350 Sport/Luxury

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

2009 Mercedes-Benz E-Class E350 Sport/Luxury

Indian Trail, NC

UnscoredInsufficient · 4
$2,500208,550 mi

Comparison: 4 similar vehicles

Indian Trail, NC

2006 Honda Civic EX

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

2006 Honda Civic EX

Concord, NC

UnscoredInsufficient · 0
$2,500210,980 mi

Concord, NC

2005 Ford Five Hundred SE

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

2005 Ford Five Hundred SE

Concord, NC

UnscoredInsufficient · 0
$2,500227,550 mi

Concord, NC

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Concord, NC

UnscoredInsufficient · 4
$2,588255,422 mi

Comparison: 4 similar vehicles

Concord, NC

2005 Honda Accord EX

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

2005 Honda Accord EX

Gastonia, NC

UnscoredLimited · 15
$2,695189,000 mi

Comparison: 15 similar vehicles

Gastonia, NC

2002 Acura TL Base

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

2002 Acura TL Base

Gastonia, NC

UnscoredInsufficient · 0
$2,795195,500 mi

Gastonia, NC

2011 Honda Accord SE

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

2011 Honda Accord SE

Fort Lawn, SC

UnscoredLimited · 15
$2,800252,330 mi

Comparison: 15 similar vehicles

Fort Lawn, SC

2001 Lexus LS 430

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

2001 Lexus LS 430

Wingate, NC

UnscoredInsufficient · 3
$2,850144,302 mi

Comparison: 3 similar vehicles

Wingate, NC

2006 Volvo S40 2.4i

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

2006 Volvo S40 2.4i

Charlotte, NC

UnscoredInsufficient · 0
$2,900189,530 mi

Charlotte, NC

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 – $11,399

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

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

2006 Acura TL Base

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

2006 Acura TL Base

Gastonia, NC

UnscoredInsufficient · 4
$2,995318,350 mi

Comparison: 4 similar vehicles

Gastonia, NC

1998 Honda Accord EX

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

1998 Honda Accord EX

Gastonia, NC

UnscoredInsufficient · 3
$2,995234,600 mi

Comparison: 3 similar vehicles

Gastonia, NC

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

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

Charlotte, NC

UnscoredInsufficient · 0
$3,000120,833 mi

Charlotte, NC

2010 Dodge Avenger Express

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

2010 Dodge Avenger Express

Huntersville, NC

UnscoredInsufficient · 0
$3,000157,612 mi

Huntersville, NC

2009 Kia Optima LX

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

2009 Kia Optima LX

Concord, NC

UnscoredInsufficient · 0
$3,000233,400 mi

Concord, NC

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Mount Holly, NC

UnscoredInsufficient · 0
$3,000141,413 mi

Mount Holly, NC

2009 Honda Civic LX

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

2009 Honda Civic LX

Mooresville, NC

UnscoredLimited · 19
$3,200260,273 mi

Comparison: 19 similar vehicles

Mooresville, NC

2005 Honda Civic LX

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

2005 Honda Civic LX

Matthews, NC

Salvage title
$3,205204,432 mi

Matthews, NC

2008 Honda Civic LX

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

2008 Honda Civic LX

Stanley, NC

UnscoredInsufficient · 3
$3,250213,040 mi

Comparison: 3 similar vehicles

Stanley, NC

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Alexis, NC

UnscoredLimited · 6
$3,250228,000 mi

Comparison: 6 similar vehicles

Alexis, NC

2006 Volkswagen Jetta Value Edition

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

2006 Volkswagen Jetta Value Edition

Fort Mill, SC

UnscoredInsufficient · 0
$3,300155,900 mi

Fort Mill, SC

1999 Acura TL Base

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

1999 Acura TL Base

Mooresville, NC

UnscoredInsufficient · 0
$3,300269,203 mi

Mooresville, NC

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Clover, SC

UnscoredModerate · 37
$3,425219,000 mi

Comparison: 37 similar vehicles

Clover, SC

2004 Acura TL Base

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

2004 Acura TL Base

Concord, NC

UnscoredInsufficient · 3
$3,489212,283 mi

Comparison: 3 similar vehicles

Concord, NC

2005 Honda Accord EX

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

2005 Honda Accord EX

Gastonia, NC

UnscoredLimited · 15
$3,495238,464 mi

Comparison: 15 similar vehicles

Gastonia, NC

2000 Lexus ES 300

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

2000 Lexus ES 300

Gastonia, NC

UnscoredLimited · 12
$3,495179,000 mi

Comparison: 12 similar vehicles

Gastonia, NC

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Charlotte, NC

UnscoredLimited · 6
$3,500141,911 mi

Comparison: 6 similar vehicles

Charlotte, NC

2014 Kia Optima LX

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

2014 Kia Optima LX

Concord, NC

UnscoredLimited · 17
$3,500209,980 mi

Comparison: 17 similar vehicles

Concord, NC

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Indian Trail, NC

UnscoredModerate · 30
$3,500271,267 mi

Comparison: 30 similar vehicles

Indian Trail, NC

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Concord, NC

Salvage title
$3,500183,200 mi

Concord, NC

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Wallace, SC

UnscoredLimited · 9
$3,500153,016 mi

Comparison: 9 similar vehicles

Wallace, SC

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Mount Holly, NC

UnscoredLimited · 9
$3,500175,753 mi

Comparison: 9 similar vehicles

Mount Holly, NC

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Rock Hill, SC

UnscoredLimited · 19
$3,500159,275 mi

Comparison: 19 similar vehicles

Rock Hill, SC

2009 Pontiac G6

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

2009 Pontiac G6

Salisbury, NC

UnscoredInsufficient · 0
$3,500194,318 mi

Salisbury, NC

2008 Saturn Aura XR

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

2008 Saturn Aura XR

Concord, NC

UnscoredInsufficient · 0
$3,500167,425 mi

Concord, NC

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Stanley, NC

UnscoredLimited · 8
$3,500171,600 mi

Comparison: 8 similar vehicles

Stanley, NC

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

Oakboro, NC

UnscoredInsufficient · 0
$3,500268,026 mi

Oakboro, NC

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Charlotte, NC

UnscoredLimited · 8
$3,500235,125 mi

Comparison: 8 similar vehicles

Charlotte, NC

1998 Honda Accord LX

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

1998 Honda Accord LX

Mooresville, NC

UnscoredInsufficient · 0
$3,500141,500 mi

Mooresville, NC

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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