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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 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

11,184 listings found

2006 Chrysler Town & Country Touring

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

2006 Chrysler Town & Country Touring

Waynesboro, GA

UnscoredInsufficient · 3
$1,294183,269 mi

Comparison: 3 similar vehicles

Waynesboro, GA

2000 Dodge Dakota SPORT

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

2000 Dodge Dakota SPORT

Waynesboro, GA

UnscoredInsufficient · 3
$1,294123,586 mi

Comparison: 3 similar vehicles

Waynesboro, GA

2000 Honda Accord LX

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

2000 Honda Accord LX

Waynesboro, GA

UnscoredInsufficient · 0
$1,294328,554 mi

Waynesboro, GA

1985 Toyota Camry

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

1985 Toyota Camry

Waynesboro, GA

UnscoredInsufficient · 0
$1,29463,000 mi

Waynesboro, GA

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

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

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 · 14
$2,995387,437 mi

Comparison: 14 similar vehicles

Batesburg-Leesville, 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

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

OverpricedLimited · 16
$3,000272,658 mi

Market: $2,000 – $2,999

Comparison: 16 similar vehicles

Batesburg-Leesville, SC

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Martinez, GA

UnscoredLimited · 13
$3,079173,201 mi

Comparison: 13 similar vehicles

Martinez, GA

1998 Honda CR-V Base

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

1998 Honda CR-V Base

Martinez, GA

UnscoredInsufficient · 0
$3,300348,869 mi

Martinez, GA

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

North Augusta, SC

UnscoredLimited · 12
$3,495216,326 mi

Comparison: 12 similar vehicles

North Augusta, SC

2007 Hyundai Accent SE

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

2007 Hyundai Accent SE

Greenwood, SC

UnscoredInsufficient · 0
$3,495210,000 mi

Greenwood, SC

2005 Chrysler Sebring Base

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

2005 Chrysler Sebring Base

Greenwood, SC

UnscoredInsufficient · 0
$3,495180,000 mi

Greenwood, SC

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Hephzibah, GA

UnscoredInsufficient · 0
$3,495210,836 mi

Hephzibah, GA

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 · 9
$3,500264,201 mi

Comparison: 9 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

2007 Subaru Legacy I Limited

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

2007 Subaru Legacy I Limited

Hephzibah, GA

UnscoredInsufficient · 0
$3,795194,735 mi

Hephzibah, GA

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

Augusta, GA

UnscoredModerate · 25
$3,990251,802 mi

Comparison: 25 similar vehicles

Augusta, GA

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Augusta, GA

UnscoredModerate · 32
$3,994200,000 mi

Comparison: 32 similar vehicles

Augusta, GA

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

North Augusta, SC

UnscoredInsufficient · 0
$3,994336,399 mi

North Augusta, 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 Mazda MAZDA5 Touring

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

2013 Mazda MAZDA5 Touring

Augusta, GA

UnscoredInsufficient · 0
$3,995197,358 mi

Augusta, GA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Batesburg-Leesville, SC

UnscoredModerate · 40
$3,995227,306 mi

Comparison: 40 similar vehicles

Batesburg-Leesville, 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 · 9
$3,995239,092 mi

Comparison: 9 similar vehicles

Batesburg-Leesville, SC

2006 Ford Expedition Eddie Bauer

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

2006 Ford Expedition Eddie Bauer

Martinez, GA

UnscoredLimited · 5
$3,995264,608 mi

Comparison: 5 similar vehicles

Martinez, GA

2004 Ford Taurus SE

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

2004 Ford Taurus SE

Greenwood, SC

UnscoredInsufficient · 0
$3,995200,000 mi

Greenwood, SC

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Greenwood, SC

UnscoredLimited · 5
$3,995189,000 mi

Comparison: 5 similar vehicles

Greenwood, SC

2004 Mercedes-Benz M-Class ML350

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

2004 Mercedes-Benz M-Class ML350

Hephzibah, GA

UnscoredInsufficient · 0
$3,995244,360 mi

Hephzibah, GA

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 Corolla S

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

2003 Toyota Corolla S

Greenwood, SC

UnscoredInsufficient · 0
$3,995300,000 mi

Greenwood, 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

2002 Honda Civic EX

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

2002 Honda Civic EX

Hephzibah, GA

UnscoredInsufficient · 0
$3,995158,665 mi

Hephzibah, GA

No Photo

2000 Buick Park Avenue Base

Greenwood, SC

UnscoredInsufficient · 0
$3,995149,542 mi

Greenwood, SC

2007 Saturn Aura XE

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

2007 Saturn Aura XE

Augusta, GA

UnscoredInsufficient · 0
$3,998150,689 mi

Augusta, GA

2014 Ford Escape SE

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

2014 Ford Escape SE

Saluda, SC

UnscoredRobust · 93
$3,999213,930 mi

Comparison: 93 similar vehicles

Saluda, 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

2009 Nissan Altima

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

2009 Nissan Altima

Batesburg-Leesville, SC

UnscoredInsufficient · 0
$4,195248,954 mi

Batesburg-Leesville, SC

2012 Ford Taurus SEL

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

2012 Ford Taurus SEL

Greenwood, SC

UnscoredLimited · 5
$4,295229,971 mi

Comparison: 5 similar vehicles

Greenwood, SC

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Hephzibah, GA

UnscoredLimited · 8
$4,495188,602 mi

Comparison: 8 similar vehicles

Hephzibah, GA

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Hephzibah, GA

UnscoredInsufficient · 4
$4,495185,791 mi

Comparison: 4 similar vehicles

Hephzibah, GA

2013 Mazda MAZDA3 i SV

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

2013 Mazda MAZDA3 i SV

Greenwood, SC

UnscoredLimited · 6
$4,495173,000 mi

Comparison: 6 similar vehicles

Greenwood, SC

2009 Saturn VUE XR

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

2009 Saturn VUE XR

Hephzibah, GA

UnscoredInsufficient · 0
$4,495124,535 mi

Hephzibah, GA

2007 Honda Accord SE

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

2007 Honda Accord SE

Greenwood, SC

UnscoredLimited · 19
$4,495200,000 mi

Comparison: 19 similar vehicles

Greenwood, 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 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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