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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

3,491 listings found

2007 Nissan Altima SL

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

2007 Nissan Altima SL

Elkhorn, WI

UnscoredInsufficient · 0
$1,598226,393 mi

Elkhorn, WI

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Genoa, IL

UnscoredLimited · 12
$1,900148,946 mi

Comparison: 12 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

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 Ford Taurus LX

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

2002 Ford Taurus LX

Genoa, IL

UnscoredInsufficient · 0
$1,900122,060 mi

Genoa, IL

2000 Toyota Camry CE

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

2000 Toyota Camry CE

Waukesha, WI

UnscoredInsufficient · 0
$1,999351,506 mi

Waukesha, WI

2005 Honda Accord LX

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

2005 Honda Accord LX

Elkhorn, WI

UnscoredLimited · 9
$2,098206,251 mi

Comparison: 9 similar vehicles

Elkhorn, WI

2003 Honda Civic LX

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

2003 Honda Civic LX

Whitewater, WI

UnscoredInsufficient · 0
$2,295254,306 mi

Whitewater, WI

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Elkhorn, WI

UnscoredLimited · 6
$2,348197,043 mi

Comparison: 6 similar vehicles

Elkhorn, WI

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

1997 Chevrolet Lumina Base

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

1997 Chevrolet Lumina Base

South Beloit, IL

UnscoredInsufficient · 0
$2,450142,771 mi

South Beloit, IL

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Delavan, WI

UnscoredInsufficient · 0
$2,495190,176 mi

Delavan, WI

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

UnscoredInsufficient · 3
$2,500250,407 mi

Comparison: 3 similar vehicles

Rockford, IL

2000 Mercury Sable LS PREMIUM

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

2000 Mercury Sable LS PREMIUM

Delavan, WI

UnscoredLimited · 15
$2,54267,077 mi

Comparison: 15 similar vehicles

Delavan, WI

2000 Mercury Sable LS PREMIUM

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

2000 Mercury Sable LS PREMIUM

Elkhorn, WI

UnscoredInsufficient · 0
$2,598128,501 mi

Elkhorn, WI

2003 Kia Rio Base

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

2003 Kia Rio Base

Janesville, WI

UnscoredInsufficient · 0
$2,599128,826 mi

Janesville, WI

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

UnscoredModerate · 32
$2,695177,752 mi

Comparison: 32 similar vehicles

South Beloit, IL

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Delavan, WI

UnscoredLimited · 11
$2,710175,462 mi

Comparison: 11 similar vehicles

Delavan, WI

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Madison, WI

UnscoredLimited · 7
$2,750225,636 mi

Comparison: 7 similar vehicles

Madison, WI

2013 Volkswagen Passat SEL

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

2013 Volkswagen Passat SEL

Waukesha, WI

Salvage title
$2,990163,745 mi

Waukesha, WI

2010 Ford Taurus SE

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

2010 Ford Taurus SE

Janesville, WI

UnscoredInsufficient · 0
$2,995230,500 mi

Janesville, WI

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Janesville, WI

UnscoredInsufficient · 3
$2,995214,250 mi

Comparison: 3 similar vehicles

Janesville, WI

2006 Ford Taurus SE

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

2006 Ford Taurus SE

Muskego, WI

UnscoredInsufficient · 4
$2,995165,996 mi

Comparison: 4 similar vehicles

Muskego, WI

2005 Chevrolet Impala Base

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

2005 Chevrolet Impala Base

Janesville, WI

UnscoredInsufficient · 3
$2,995182,500 mi

Comparison: 3 similar vehicles

Janesville, WI

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Rockford, IL

UnscoredModerate · 21
$3,000182,792 mi

Comparison: 21 similar vehicles

Rockford, IL

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Loves Park, IL

UnscoredLimited · 8
$3,000138,200 mi

Comparison: 8 similar vehicles

Loves Park, IL

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Marshall, WI

UnscoredLimited · 8
$3,000330,050 mi

Comparison: 8 similar vehicles

Marshall, WI

2006 Honda Accord SE

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

2006 Honda Accord SE

Elkhorn, WI

UnscoredInsufficient · 0
$3,098243,785 mi

Elkhorn, WI

2009 Honda Accord LX

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

2009 Honda Accord LX

Whitewater, WI

UnscoredLimited · 7
$3,195249,348 mi

Comparison: 7 similar vehicles

Whitewater, WI

2014 Chevrolet Impala Police Sedan

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

2014 Chevrolet Impala Police Sedan

South Beloit, IL

UnscoredLimited · 6
$3,295157,297 mi

Comparison: 6 similar vehicles

South Beloit, IL

2008 Pontiac G6 GT

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

2008 Pontiac G6 GT

Loves Park, IL

UnscoredLimited · 11
$3,300135,317 mi

Comparison: 11 similar vehicles

Loves Park, IL

2008 Nissan Sentra 2.0 S

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

2008 Nissan Sentra 2.0 S

Loves Park, IL

UnscoredInsufficient · 0
$3,300126,185 mi

Loves Park, IL

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Loves Park, IL

UnscoredInsufficient · 3
$3,300153,206 mi

Comparison: 3 similar vehicles

Loves Park, IL

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Rockford, IL

UnscoredInsufficient · 3
$3,411196,936 mi

Comparison: 3 similar vehicles

Rockford, IL

2004 Lexus LS 430

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

2004 Lexus LS 430

Loves Park, IL

UnscoredLimited · 16
$3,412198,682 mi

Comparison: 16 similar vehicles

Loves Park, IL

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

South Beloit, IL

UnscoredLimited · 15
$3,450182,123 mi

Comparison: 15 similar vehicles

South Beloit, IL

2008 Cadillac DTS 1SB

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

2008 Cadillac DTS 1SB

Madison, WI

UnscoredLimited · 5
$3,490152,665 mi

Comparison: 5 similar vehicles

Madison, WI

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Machesney Park, IL

UnscoredLimited · 6
$3,49586,784 mi

Comparison: 6 similar vehicles

Machesney Park, IL

2005 BMW 5 Series 525i

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

2005 BMW 5 Series 525i

Delavan, WI

UnscoredInsufficient · 3
$3,495157,094 mi

Comparison: 3 similar vehicles

Delavan, WI

1998 Oldsmobile Intrigue Base

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

1998 Oldsmobile Intrigue Base

McHenry, IL

UnscoredInsufficient · 0
$3,50498,340 mi

McHenry, IL

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Elkhorn, WI

UnscoredInsufficient · 4
$3,598149,026 mi

Comparison: 4 similar vehicles

Elkhorn, WI

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Loves Park, IL

UnscoredModerate · 37
$3,600141,246 mi

Comparison: 37 similar vehicles

Loves Park, IL

2012 Dodge Avenger SXT Plus

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

2012 Dodge Avenger SXT Plus

Beloit, WI

UnscoredInsufficient · 3
$3,631194,885 mi

Comparison: 3 similar vehicles

Beloit, WI

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Loves Park, IL

UnscoredModerate · 25
$3,650161,000 mi

Comparison: 25 similar vehicles

Loves Park, IL

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Loves Park, IL

UnscoredLimited · 6
$3,777143,000 mi

Comparison: 6 similar vehicles

Loves Park, IL

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Monroe, WI

UnscoredInsufficient · 0
$3,899220,000 mi

Monroe, WI

2008 Ford Focus SE

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

2008 Ford Focus SE

Rockford, IL

UnscoredLimited · 11
$3,912123,294 mi

Comparison: 11 similar vehicles

Rockford, IL

2014 Chevrolet Malibu 1LT

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

2014 Chevrolet Malibu 1LT

South Beloit, IL

UnscoredLimited · 10
$3,950166,123 mi

Comparison: 10 similar vehicles

South Beloit, IL

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Pewaukee, WI

UnscoredLimited · 9
$3,990197,000 mi

Comparison: 9 similar vehicles

Pewaukee, WI

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Elkhorn, WI

UnscoredInsufficient · 4
$3,995180,256 mi

Comparison: 4 similar vehicles

Elkhorn, WI

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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