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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 · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

2004 Honda Civic LX

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

2004 Honda Civic LX

Villa Park, IL

Unscored
$1,250207,102 mi

Comparison: 18 similar vehicles

Villa Park, IL

1999 Mercedes-Benz E-Class Base

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

1999 Mercedes-Benz E-Class Base

Machesney Park, IL

UnscoredInsufficient · 4
$1,499Mileage not verified

Comparison: 4 similar vehicles

Machesney Park, IL

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Genoa, IL

Unscored
$1,900208,253 mi

Comparison: 5 similar vehicles

Genoa, IL

2009 Chevrolet Malibu LTZ

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

2009 Chevrolet Malibu LTZ

Genoa, IL

UnscoredInsufficient · 4
$1,900197,813 mi

Comparison: 4 similar vehicles

Genoa, IL

2008 Saturn Outlook XR

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

2008 Saturn Outlook XR

Genoa, IL

UnscoredInsufficient · 3
$1,900177,903 mi

Comparison: 3 similar vehicles

Genoa, IL

2005 Chrysler Town & Country Limited

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

2005 Chrysler Town & Country Limited

Genoa, IL

UnscoredInsufficient · 0
$1,900129,000 mi

Genoa, IL

2005 Pontiac Vibe Base

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

2005 Pontiac Vibe Base

Genoa, IL

Unscored
$1,900208,485 mi

Comparison: 11 similar vehicles

Genoa, IL

2004 Chevrolet Classic Base

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

2004 Chevrolet Classic Base

Genoa, IL

UnscoredInsufficient · 0
$1,900115,218 mi

Genoa, IL

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Genoa, IL

UnscoredInsufficient · 3
$1,900162,032 mi

Comparison: 3 similar vehicles

Genoa, IL

1999 Chevrolet Silverado

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

1999 Chevrolet Silverado

Genoa, IL

UnscoredInsufficient · 0
$1,900160,880 mi

Genoa, IL

1999 Dodge Ram 2500

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

1999 Dodge Ram 2500

Genoa, IL

UnscoredInsufficient · 0
$1,90092,623 mi

Genoa, IL

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Naperville, IL

Unscored
$1,990376,956 mi

Comparison: 26 similar vehicles

Naperville, IL

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Glendale Heights, IL

UnscoredInsufficient · 3
$1,995364,629 mi

Comparison: 3 similar vehicles

Glendale Heights, IL

2001 Acura CL Type S

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

2001 Acura CL Type S

East Dundee, IL

UnscoredInsufficient · 0
$1,995Mileage not verified

East Dundee, IL

2007 Scion tC Base

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

2007 Scion tC Base

Palatine, IL

UnscoredInsufficient · 0
$2,250206,648 mi

Palatine, IL

2002 Honda Civic EX

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

2002 Honda Civic EX

Genoa City, WI

Unscored
$2,250Mileage not verified

Comparison: 9 similar vehicles

Genoa City, WI

1995 Toyota Camry

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

1995 Toyota Camry

Genoa City, WI

UnscoredInsufficient · 0
$2,250230,328 mi

Genoa City, WI

2009 Kia Spectra EX

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

2009 Kia Spectra EX

New Lenox, IL

Unscored
$2,328197,145 mi

Comparison: 13 similar vehicles

New Lenox, IL

2007 Chrysler Pacifica Touring

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

2007 Chrysler Pacifica Touring

South Beloit, IL

Salvage title
$2,349Mileage not verified

South Beloit, IL

2009 Kia Spectra EX

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

2009 Kia Spectra EX

Addison, IL

Unscored
$2,362218,864 mi

Comparison: 13 similar vehicles

Addison, IL

1999 Chevrolet Tahoe LS

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

1999 Chevrolet Tahoe LS

Addison, IL

UnscoredInsufficient · 3
$2,362228,924 mi

Comparison: 3 similar vehicles

Addison, IL

2008 Kia Optima LX

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

2008 Kia Optima LX

Rockford, IL

UnscoredInsufficient · 4
$2,395204,629 mi

Comparison: 4 similar vehicles

Rockford, IL

2000 Toyota Camry XLE

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

2000 Toyota Camry XLE

Villa Park, IL

UnscoredInsufficient · 0
$2,495275,000 mi

Villa Park, IL

2012 Hyundai Sonata SE

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

2012 Hyundai Sonata SE

Rockford, IL

Unscored
$2,500250,407 mi

Comparison: 7 similar vehicles

Rockford, IL

2009 Acura MDX Technology Package

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

2009 Acura MDX Technology Package

Joliet, IL

Unscored
$2,500203,747 mi

Comparison: 6 similar vehicles

Joliet, IL

2003 Ford Econoline

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

2003 Ford Econoline

Loves Park, IL

UnscoredInsufficient · 0
$2,500112,100 mi

Loves Park, IL

2002 Honda Civic LX

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

2002 Honda Civic LX

Addison, IL

UnscoredInsufficient · 0
$2,538127,607 mi

Addison, IL

2008 Chevrolet Malibu Classic LT

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

2008 Chevrolet Malibu Classic LT

Loves Park, IL

UnscoredInsufficient · 0
$2,600127,621 mi

Loves Park, IL

2011 Nissan Altima S

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

2011 Nissan Altima S

Villa Park, IL

Unscored
$2,609157,315 mi

Comparison: 12 similar vehicles

Villa Park, IL

2005 Volvo S40 T5

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

2005 Volvo S40 T5

Naperville, IL

UnscoredInsufficient · 0
$2,650107,895 mi

Naperville, IL

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

South Beloit, IL

Unscored
$2,695177,752 mi

Comparison: 46 similar vehicles

South Beloit, IL

2003 Honda Accord EX

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

2003 Honda Accord EX

Glendale Heights, IL

Unscored
$2,700208,331 mi

Comparison: 6 similar vehicles

Glendale Heights, IL

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Naperville, IL

Unscored
$2,750220,519 mi

Comparison: 5 similar vehicles

Naperville, IL

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Beloit, WI

Unscored
$2,798238,299 mi

Comparison: 9 similar vehicles

Beloit, WI

2009 Dodge Grand Caravan SXT

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

2009 Dodge Grand Caravan SXT

Addison, IL

Unscored
$2,838209,719 mi

Comparison: 7 similar vehicles

Addison, IL

2014 Nissan Altima

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

2014 Nissan Altima

Des Plaines, IL

UnscoredInsufficient · 0
$2,876235,885 mi

Des Plaines, IL

2008 Pontiac G6 1SV

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

2008 Pontiac G6 1SV

Newark, IL

UnscoredInsufficient · 3
$2,900151,540 mi

Comparison: 3 similar vehicles

Newark, IL

2005 Chrysler 300 C

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

2005 Chrysler 300 C

Glendale Heights, IL

UnscoredInsufficient · 3
$2,900188,388 mi

Comparison: 3 similar vehicles

Glendale Heights, IL

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Elmhurst, IL

Unscored
$2,912159,071 mi

Comparison: 16 similar vehicles

Elmhurst, IL

2008 Nissan Versa S

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

2008 Nissan Versa S

Addison, IL

UnscoredInsufficient · 0
$2,912174,206 mi

Addison, IL

2002 Volkswagen Jetta GLS

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

2002 Volkswagen Jetta GLS

Coal City, IL

UnscoredInsufficient · 3
$2,943147,768 mi

Comparison: 3 similar vehicles

Coal City, IL

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Round Lake, IL

Unscored
$2,950160,339 mi

Comparison: 9 similar vehicles

Round Lake, IL

2011 Mitsubishi Lancer ES

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

2011 Mitsubishi Lancer ES

Naperville, IL

UnscoredInsufficient · 4
$2,950165,267 mi

Comparison: 4 similar vehicles

Naperville, IL

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

South Beloit, IL

Unscored
$2,950148,123 mi

Comparison: 6 similar vehicles

South Beloit, IL

2008 Chrysler Sebring Limited

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

2008 Chrysler Sebring Limited

Naperville, IL

UnscoredInsufficient · 4
$2,950132,105 mi

Comparison: 4 similar vehicles

Naperville, IL

2007 Honda Accord LX

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

2007 Honda Accord LX

Maywood, IL

UnscoredInsufficient · 4
$2,950227,000 mi

Comparison: 4 similar vehicles

Maywood, IL

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Naperville, IL

UnscoredInsufficient · 0
$2,950161,166 mi

Naperville, IL

2007 Nissan Sentra 2.0 S

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

2007 Nissan Sentra 2.0 S

Villa Park, IL

UnscoredInsufficient · 0
$2,950165,009 mi

Villa Park, IL

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Maywood, IL

Salvage title
$2,950219,325 mi

Maywood, IL

2001 Lincoln Continental Base

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

2001 Lincoln Continental Base

Naperville, IL

UnscoredInsufficient · 0
$2,950167,125 mi

Naperville, IL

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 recently 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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