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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

3,706 listings found

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

UnscoredLimited · 13
$2,328197,145 mi

Comparison: 13 similar vehicles

New Lenox, IL

2012 Lincoln MKZ Base

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

2012 Lincoln MKZ Base

Ottawa, IL

UnscoredLimited · 19
$2,800123,637 mi

Comparison: 19 similar vehicles

Ottawa, 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 · 0
$2,943147,768 mi

Coal City, 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

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

2006 Pontiac Grand Prix GP

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

2006 Pontiac Grand Prix GP

Plainfield, IL

Salvage title
$2,989Mileage not verified

Plainfield, IL

2009 Honda Civic EX

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

2009 Honda Civic EX

Naperville, IL

UnscoredInsufficient · 3
$2,990254,828 mi

Comparison: 3 similar vehicles

Naperville, IL

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Batavia, IL

UnscoredLimited · 7
$2,995168,774 mi

Comparison: 7 similar vehicles

Batavia, IL

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Naperville, IL

UnscoredInsufficient · 3
$3,250154,665 mi

Comparison: 3 similar vehicles

Naperville, IL

2006 Mercedes-Benz S-Class S350

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

2006 Mercedes-Benz S-Class S350

Naperville, IL

UnscoredInsufficient · 0
$3,250166,839 mi

Naperville, IL

2005 Hyundai Elantra GLS

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

2005 Hyundai Elantra GLS

New Lenox, IL

UnscoredInsufficient · 3
$3,373149,694 mi

Comparison: 3 similar vehicles

New Lenox, IL

2005 Chevrolet Impala LS

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

2005 Chevrolet Impala LS

Peru, IL

UnscoredInsufficient · 3
$3,399100,345 mi

Comparison: 3 similar vehicles

Peru, IL

2008 Volvo S40 2.4i

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

2008 Volvo S40 2.4i

Joliet, IL

UnscoredInsufficient · 0
$3,400162,052 mi

Joliet, IL

2004 Volvo S40 1.9T

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

2004 Volvo S40 1.9T

Joliet, IL

UnscoredInsufficient · 0
$3,40089,175 mi

Joliet, IL

2005 Lexus ES 330

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

2005 Lexus ES 330

Naperville, IL

UnscoredInsufficient · 4
$3,490231,079 mi

Comparison: 4 similar vehicles

Naperville, IL

2003 Mercedes-Benz E-Class E500

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

2003 Mercedes-Benz E-Class E500

New Lenox, IL

UnscoredLimited · 5
$3,495278,299 mi

Comparison: 5 similar vehicles

New Lenox, IL

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Lockport, IL

UnscoredLimited · 7
$3,500168,000 mi

Comparison: 7 similar vehicles

Lockport, IL

2006 Saab 9-3 2.0T

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

2006 Saab 9-3 2.0T

Warrenville, IL

UnscoredLimited · 8
$3,500115,113 mi

Comparison: 8 similar vehicles

Warrenville, IL

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Spring Valley, IL

UnscoredInsufficient · 4
$3,595147,400 mi

Comparison: 4 similar vehicles

Spring Valley, IL

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Joliet, IL

UnscoredModerate · 23
$3,800203,269 mi

Comparison: 23 similar vehicles

Joliet, IL

2004 Acura TSX Base

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

2004 Acura TSX Base

Aurora, IL

UnscoredInsufficient · 0
$3,800209,500 mi

Aurora, IL

2008 Kia Rio LX

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

2008 Kia Rio LX

New Lenox, IL

UnscoredInsufficient · 3
$3,878103,844 mi

Comparison: 3 similar vehicles

New Lenox, IL

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Coal City, IL

UnscoredRobust · 63
$3,900132,169 mi

Comparison: 63 similar vehicles

Coal City, IL

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Romeoville, IL

UnscoredLimited · 6
$3,900148,622 mi

Comparison: 6 similar vehicles

Romeoville, IL

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Crest Hill, IL

UnscoredLimited · 10
$3,944215,145 mi

Comparison: 10 similar vehicles

Crest Hill, IL

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Naperville, IL

UnscoredLimited · 7
$3,990172,074 mi

Comparison: 7 similar vehicles

Naperville, IL

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Coal City, IL

UnscoredModerate · 23
$3,990159,387 mi

Comparison: 23 similar vehicles

Coal City, IL

2010 Hyundai Sonata LIMITED

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

2010 Hyundai Sonata LIMITED

Coal City, IL

UnscoredInsufficient · 0
$3,990184,965 mi

Coal City, IL

2009 Hyundai Elantra SE

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

2009 Hyundai Elantra SE

Naperville, IL

UnscoredLimited · 5
$3,990180,974 mi

Comparison: 5 similar vehicles

Naperville, IL

2008 Toyota Avalon XL

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

2008 Toyota Avalon XL

Naperville, IL

UnscoredInsufficient · 0
$3,990190,435 mi

Naperville, IL

2017 Chevrolet Sonic LS

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

2017 Chevrolet Sonic LS

Joliet, IL

UnscoredLimited · 11
$3,995142,896 mi

Comparison: 11 similar vehicles

Joliet, IL

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

New Lenox, IL

UnscoredLimited · 5
$3,995189,522 mi

Comparison: 5 similar vehicles

New Lenox, IL

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Joliet, IL

UnscoredModerate · 21
$3,995153,680 mi

Comparison: 21 similar vehicles

Joliet, IL

2012 Mitsubishi Galant FE

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

2012 Mitsubishi Galant FE

Joliet, IL

UnscoredInsufficient · 0
$3,995181,068 mi

Joliet, IL

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

New Lenox, IL

UnscoredLimited · 8
$3,995166,007 mi

Comparison: 8 similar vehicles

New Lenox, IL

2009 Nissan Altima S

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

2009 Nissan Altima S

Joliet, IL

UnscoredLimited · 7
$3,995127,281 mi

Comparison: 7 similar vehicles

Joliet, IL

2008 INFINITI G 35

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

2008 INFINITI G 35

Joliet, IL

UnscoredInsufficient · 4
$3,995201,274 mi

Comparison: 4 similar vehicles

Joliet, IL

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Naperville, IL

UnscoredLimited · 8
$3,998148,729 mi

Comparison: 8 similar vehicles

Naperville, IL

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Naperville, IL

UnscoredLimited · 13
$3,999166,638 mi

Comparison: 13 similar vehicles

Naperville, IL

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Joliet, IL

UnscoredLimited · 11
$3,999163,031 mi

Comparison: 11 similar vehicles

Joliet, IL

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Warrenville, IL

UnscoredLimited · 5
$4,000137,000 mi

Comparison: 5 similar vehicles

Warrenville, IL

2014 Ford Focus SE

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

2014 Ford Focus SE

Lockport, IL

UnscoredModerate · 37
$4,100123,700 mi

Comparison: 37 similar vehicles

Lockport, IL

No Photo

2013 Hyundai Elantra Limited

Crest Hill, IL

UnscoredModerate · 23
$4,250266,090 mi

Comparison: 23 similar vehicles

Crest Hill, IL

1997 Ford Taurus GL

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

1997 Ford Taurus GL

Naperville, IL

UnscoredInsufficient · 0
$4,32781,661 mi

Naperville, IL

2010 Mercedes-Benz C-Class C300 Luxury

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

2010 Mercedes-Benz C-Class C300 Luxury

Naperville, IL

UnscoredLimited · 5
$4,350149,526 mi

Comparison: 5 similar vehicles

Naperville, IL

2006 Acura TL Base

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

2006 Acura TL Base

Crest Hill, IL

UnscoredLimited · 7
$4,354201,620 mi

Comparison: 7 similar vehicles

Crest Hill, IL

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Joliet, IL

UnscoredLimited · 19
$4,362300,520 mi

Comparison: 19 similar vehicles

Joliet, IL

2008 Cadillac DTS 1SE

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

2008 Cadillac DTS 1SE

Naperville, IL

UnscoredInsufficient · 0
$4,450103,613 mi

Naperville, IL

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Rochelle, IL

UnscoredModerate · 42
$4,495227,000 mi

Comparison: 42 similar vehicles

Rochelle, IL

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Plainfield, IL

UnscoredInsufficient · 3
$4,499193,000 mi

Comparison: 3 similar vehicles

Plainfield, 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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