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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

24,595 listings found

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Chicago, IL

UnscoredLimited · 18
$1,500169,025 mi

Comparison: 18 similar vehicles

Chicago, IL

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

2006 Ford Fusion SE

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

2006 Ford Fusion SE

Greenfield, WI

UnscoredInsufficient · 3
$1,632229,754 mi

Comparison: 3 similar vehicles

Greenfield, WI

2008 Nissan Altima S

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

2008 Nissan Altima S

Waukegan, IL

UnscoredLimited · 7
$1,700134,725 mi

Comparison: 7 similar vehicles

Waukegan, IL

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Glendale Heights, IL

UnscoredLimited · 9
$1,900196,207 mi

Comparison: 9 similar vehicles

Glendale Heights, IL

2011 Dodge Avenger Heat

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

2011 Dodge Avenger Heat

Waukegan, IL

UnscoredInsufficient · 0
$1,900161,651 mi

Waukegan, IL

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

2009 Volkswagen Passat Komfort

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

2009 Volkswagen Passat Komfort

Waukegan, IL

UnscoredInsufficient · 0
$1,90077,868 mi

Waukegan, 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

2007 Nissan Altima S

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

2007 Nissan Altima S

Waukegan, IL

UnscoredInsufficient · 0
$1,999216,038 mi

Waukegan, IL

2004 Ford Crown Victoria Standard

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

2004 Ford Crown Victoria Standard

Waukegan, IL

UnscoredInsufficient · 0
$1,999151,888 mi

Waukegan, 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

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Racine, WI

UnscoredInsufficient · 3
$2,000211,050 mi

Comparison: 3 similar vehicles

Racine, 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

2005 Honda Civic Hybrid CVT

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

2005 Honda Civic Hybrid CVT

Milwaukee, WI

UnscoredInsufficient · 0
$2,100177,120 mi

Milwaukee, 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

2004 Honda Civic EX

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

2004 Honda Civic EX

Greenfield, WI

UnscoredInsufficient · 4
$2,332264,883 mi

Comparison: 4 similar vehicles

Greenfield, 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

2011 Cadillac STS Luxury

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

2011 Cadillac STS Luxury

Waukegan, IL

UnscoredInsufficient · 0
$2,400109,389 mi

Waukegan, 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

2009 Chevrolet Impala Police Sedan

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

2009 Chevrolet Impala Police Sedan

Oak Creek, WI

UnscoredInsufficient · 0
$2,498160,873 mi

Oak Creek, WI

1998 Honda Civic LX

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

1998 Honda Civic LX

Chicago, IL

UnscoredInsufficient · 0
$2,499123,760 mi

Chicago, 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

UnscoredInsufficient · 3
$2,500250,407 mi

Comparison: 3 similar vehicles

Rockford, IL

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Chicago, IL

UnscoredLimited · 5
$2,500157,188 mi

Comparison: 5 similar vehicles

Chicago, IL

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Racine, WI

UnscoredModerate · 22
$2,525211,408 mi

Comparison: 22 similar vehicles

Racine, 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

Delavan, WI

UnscoredLimited · 15
$2,54267,077 mi

Comparison: 15 similar vehicles

Delavan, WI

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Greenfield, WI

UnscoredInsufficient · 3
$2,568295,478 mi

Comparison: 3 similar vehicles

Greenfield, 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

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

UnscoredModerate · 32
$2,695177,752 mi

Comparison: 32 similar vehicles

South Beloit, 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
$2,697127,607 mi

Addison, IL

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Waukegan, IL

UnscoredModerate · 23
$2,700109,314 mi

Comparison: 23 similar vehicles

Waukegan, IL

2010 Ford Focus SEL

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

2010 Ford Focus SEL

Waukegan, IL

UnscoredInsufficient · 0
$2,70054,923 mi

Waukegan, 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

UnscoredLimited · 5
$2,700208,331 mi

Comparison: 5 similar vehicles

Glendale Heights, 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

2010 Mitsubishi Galant FE

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

2010 Mitsubishi Galant FE

South Elgin, IL

UnscoredInsufficient · 0
$2,750116,276 mi

South Elgin, 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
$2,795275,000 mi

Villa Park, IL

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Waukegan, IL

UnscoredModerate · 20
$2,900196,746 mi

Comparison: 20 similar vehicles

Waukegan, IL

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Waukegan, IL

UnscoredInsufficient · 4
$2,900Mileage not verified

Comparison: 4 similar vehicles

Waukegan, 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

UnscoredModerate · 24
$2,912193,606 mi

Comparison: 24 similar vehicles

Elmhurst, 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 · 3
$2,950165,267 mi

Comparison: 3 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 · 3
$2,950227,000 mi

Comparison: 3 similar vehicles

Maywood, 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 · 3
$2,950165,009 mi

Comparison: 3 similar vehicles

Villa Park, 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

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Waukegan, IL

UnscoredLimited · 13
$2,955210,739 mi

Comparison: 13 similar vehicles

Waukegan, 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 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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