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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

15,945 listings found

2002 Nissan Maxima GXE

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

2002 Nissan Maxima GXE

Belleville, IL

UnscoredInsufficient · 0
$2,300240,244 mi

Belleville, IL

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Crystal City, MO

UnscoredLimited · 5
$2,500176,777 mi

Comparison: 5 similar vehicles

Crystal City, MO

2006 Buick LaCrosse CX

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

2006 Buick LaCrosse CX

Festus, MO

UnscoredInsufficient · 0
$2,500203,968 mi

Festus, MO

2006 Subaru Forester X

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

2006 Subaru Forester X

Festus, MO

UnscoredInsufficient · 0
$2,500139,446 mi

Festus, MO

2002 Mazda Protege DX

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

2002 Mazda Protege DX

Belleville, IL

UnscoredInsufficient · 0
$2,600280,114 mi

Belleville, IL

2006 Ford Focus ZX4 SE

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

2006 Ford Focus ZX4 SE

House Springs, MO

UnscoredInsufficient · 0
$2,650207,000 mi

House Springs, MO

2006 Dodge Caravan SXT

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

2006 Dodge Caravan SXT

Belleville, IL

UnscoredInsufficient · 0
$2,700181,919 mi

Belleville, IL

2008 Hyundai Tiburon GS

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

2008 Hyundai Tiburon GS

House Springs, MO

UnscoredInsufficient · 0
$2,750242,000 mi

House Springs, MO

2007 Toyota Corolla S

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

2007 Toyota Corolla S

Belleville, IL

UnscoredInsufficient · 0
$2,800259,310 mi

Belleville, IL

2005 Kia Sedona LX

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

2005 Kia Sedona LX

Fenton, MO

UnscoredInsufficient · 0
$2,800104,452 mi

Fenton, MO

2009 Volkswagen Jetta S

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

2009 Volkswagen Jetta S

Richwoods, MO

UnscoredInsufficient · 0
$2,950159,912 mi

Richwoods, MO

2007 Saturn ION 2

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

2007 Saturn ION 2

Murphysboro, IL

UnscoredInsufficient · 0
$2,995162,852 mi

Murphysboro, IL

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Crystal City, MO

UnscoredInsufficient · 0
$2,995173,056 mi

Crystal City, MO

2006 Mitsubishi Eclipse GT

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

2006 Mitsubishi Eclipse GT

Fenton, MO

UnscoredInsufficient · 0
$2,995132,128 mi

Fenton, MO

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Murphysboro, IL

UnscoredInsufficient · 0
$2,995244,046 mi

Murphysboro, IL

2004 Ford Taurus SE

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

2004 Ford Taurus SE

Murphysboro, IL

UnscoredInsufficient · 4
$2,995101,833 mi

Comparison: 4 similar vehicles

Murphysboro, IL

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Murphysboro, IL

UnscoredLimited · 5
$2,995260,221 mi

Comparison: 5 similar vehicles

Murphysboro, IL

2002 Mazda Protege5 Base

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

2002 Mazda Protege5 Base

Murphysboro, IL

UnscoredInsufficient · 0
$2,995177,011 mi

Murphysboro, IL

2006 Ford F-150 Lariat

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

2006 Ford F-150 Lariat

Belleville, IL

UnscoredInsufficient · 0
$2,999249,500 mi

Belleville, IL

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Belleville, IL

UnscoredInsufficient · 4
$3,000112,908 mi

Comparison: 4 similar vehicles

Belleville, IL

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Cadet, MO

UnscoredInsufficient · 0
$3,000168,575 mi

Cadet, MO

2006 Chrysler PT Cruiser Base

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

2006 Chrysler PT Cruiser Base

Belleville, IL

UnscoredInsufficient · 0
$3,000111,743 mi

Belleville, IL

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Belleville, IL

UnscoredInsufficient · 4
$3,099219,733 mi

Comparison: 4 similar vehicles

Belleville, IL

2003 Chevrolet Astro Base

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

2003 Chevrolet Astro Base

Fenton, MO

UnscoredInsufficient · 0
$3,250197,688 mi

Fenton, MO

2004 Scion xB Base

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

2004 Scion xB Base

Fenton, MO

UnscoredInsufficient · 0
$3,395194,164 mi

Fenton, MO

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Belleville, IL

UnscoredLimited · 8
$3,399149,745 mi

Comparison: 8 similar vehicles

Belleville, IL

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Richwoods, MO

UnscoredLimited · 6
$3,450202,198 mi

Comparison: 6 similar vehicles

Richwoods, MO

2002 BMW 5 Series 525i

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

2002 BMW 5 Series 525i

Richwoods, MO

UnscoredInsufficient · 0
$3,450215,887 mi

Richwoods, MO

2001 Chrysler Concorde LX

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

2001 Chrysler Concorde LX

Richwoods, MO

UnscoredInsufficient · 0
$3,450149,442 mi

Richwoods, MO

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Imperial, MO

UnscoredInsufficient · 0
$3,498166,928 mi

Imperial, MO

2013 Ford Focus S

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

2013 Ford Focus S

Belleville, IL

UnscoredInsufficient · 0
$3,500220,021 mi

Belleville, IL

2012 GMC Terrain SLT-1

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

2012 GMC Terrain SLT-1

Cadet, MO

UnscoredInsufficient · 4
$3,500205,265 mi

Comparison: 4 similar vehicles

Cadet, MO

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Richwoods, MO

UnscoredInsufficient · 4
$3,500149,845 mi

Comparison: 4 similar vehicles

Richwoods, MO

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Belleville, IL

UnscoredInsufficient · 0
$3,500284,830 mi

Belleville, IL

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Belleville, IL

UnscoredInsufficient · 3
$3,500328,064 mi

Comparison: 3 similar vehicles

Belleville, IL

2001 INFINITI QX4 Base

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

2001 INFINITI QX4 Base

Belleville, IL

UnscoredInsufficient · 0
$3,500105,189 mi

Belleville, IL

1994 Lexus ES

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

1994 Lexus ES

Belleville, IL

UnscoredInsufficient · 0
$3,500287,708 mi

Belleville, IL

1998 Lincoln Navigator Base

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

1998 Lincoln Navigator Base

Steeleville, IL

UnscoredInsufficient · 0
$3,550220,816 mi

Steeleville, IL

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Murphysboro, IL

UnscoredInsufficient · 0
$3,595168,512 mi

Murphysboro, IL

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Murphysboro, IL

UnscoredLimited · 6
$3,595186,077 mi

Comparison: 6 similar vehicles

Murphysboro, IL

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Murphysboro, IL

UnscoredLimited · 5
$3,595198,239 mi

Comparison: 5 similar vehicles

Murphysboro, IL

2006 Honda Civic EX

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

2006 Honda Civic EX

Murphysboro, IL

UnscoredInsufficient · 4
$3,595191,931 mi

Comparison: 4 similar vehicles

Murphysboro, IL

2005 Chevrolet Impala LS

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

2005 Chevrolet Impala LS

Murphysboro, IL

UnscoredInsufficient · 0
$3,595158,706 mi

Murphysboro, IL

2003 Mercedes-Benz C-Class C240

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

2003 Mercedes-Benz C-Class C240

Murphysboro, IL

UnscoredInsufficient · 0
$3,595181,575 mi

Murphysboro, IL

2017 Nissan Versa Sedan SV

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

2017 Nissan Versa Sedan SV

Fenton, MO

UnscoredInsufficient · 0
$3,690217,691 mi

Fenton, MO

2012 Chevrolet Sonic 2LS

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

2012 Chevrolet Sonic 2LS

Cadet, MO

UnscoredInsufficient · 0
$3,750154,431 mi

Cadet, MO

2016 Chevrolet Impala Limited 1LZ

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

2016 Chevrolet Impala Limited 1LZ

Murphysboro, IL

UnscoredLimited · 5
$3,795252,096 mi

Comparison: 5 similar vehicles

Murphysboro, IL

2012 Mitsubishi i-MiEV ES

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

2012 Mitsubishi i-MiEV ES

Murphysboro, IL

UnscoredInsufficient · 0
$3,795152,036 mi

Murphysboro, IL

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Murphysboro, IL

UnscoredLimited · 8
$3,795184,149 mi

Comparison: 8 similar vehicles

Murphysboro, IL

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Chester, IL

UnscoredInsufficient · 3
$3,795224,125 mi

Comparison: 3 similar vehicles

Chester, IL

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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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