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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

983 listings found

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

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

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

2009 Hyundai Sonata LIMITED

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

2009 Hyundai Sonata LIMITED

Davenport, IA

UnscoredLimited · 5
$4,288188,196 mi

Comparison: 5 similar vehicles

Davenport, IA

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Sterling, IL

UnscoredInsufficient · 3
$4,399179,652 mi

Comparison: 3 similar vehicles

Sterling, 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

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Bettendorf, IA

UnscoredInsufficient · 4
$4,495120,880 mi

Comparison: 4 similar vehicles

Bettendorf, IA

2012 Nissan Altima S

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

2012 Nissan Altima S

Moline, IL

UnscoredModerate · 49
$4,512186,000 mi

Comparison: 49 similar vehicles

Moline, IL

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Spring Valley, IL

UnscoredModerate · 44
$4,595194,000 mi

Comparison: 44 similar vehicles

Spring Valley, IL

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Rochelle, IL

Fair PriceModerate · 38
$4,99597,118 mi

Market: $2,700 – $10,990

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Rochelle, 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

Sterling, IL

UnscoredInsufficient · 0
$5,083152,713 mi

Sterling, IL

1997 Jaguar XJ Series XJ6

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

1997 Jaguar XJ Series XJ6

Mount Carroll, IL

UnscoredInsufficient · 0
$5,406107,766 mi

Mount Carroll, IL

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Moline, IL

UnscoredLimited · 12
$5,500145,683 mi

Comparison: 12 similar vehicles

Moline, IL

2012 Ford Focus SE

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

2012 Ford Focus SE

Silvis, IL

UnscoredModerate · 41
$5,528120,508 mi

Comparison: 41 similar vehicles

Silvis, IL

2015 Kia Optima LX

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

2015 Kia Optima LX

Davenport, IA

UnscoredModerate · 21
$5,550195,969 mi

Comparison: 21 similar vehicles

Davenport, IA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Davenport, IA

UnscoredRobust · 60
$5,550183,278 mi

Comparison: 60 similar vehicles

Davenport, IA

2012 Kia Forte EX

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

2012 Kia Forte EX

Sterling, IL

Fair PriceLimited · 14
$5,663115,538 mi

Market: $4,412 – $7,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Sterling, IL

2014 Cadillac ATS Standard

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

2014 Cadillac ATS Standard

Mendota, IL

UnscoredLimited · 7
$5,913173,236 mi

Comparison: 7 similar vehicles

Mendota, IL

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Eldridge, IA

UnscoredInsufficient · 3
$5,950156,122 mi

Comparison: 3 similar vehicles

Eldridge, IA

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Moline, IL

UnscoredRobust · 51
$5,950131,000 mi

Comparison: 51 similar vehicles

Moline, IL

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Milan, IL

UnscoredModerate · 42
$5,995176,012 mi

Comparison: 42 similar vehicles

Milan, IL

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Dixon, IL

UnscoredLimited · 17
$5,995172,685 mi

Comparison: 17 similar vehicles

Dixon, IL

2008 Mazda MAZDA3 i Touring

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

2008 Mazda MAZDA3 i Touring

Dixon, IL

UnscoredLimited · 18
$5,995157,286 mi

Comparison: 18 similar vehicles

Dixon, IL

2007 Lexus ES 350

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

2007 Lexus ES 350

Ottawa, IL

UnscoredModerate · 35
$5,995178,363 mi

Comparison: 35 similar vehicles

Ottawa, IL

1998 Honda Accord EX

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

1998 Honda Accord EX

Milan, IL

UnscoredInsufficient · 0
$5,995133,984 mi

Milan, IL

2006 Buick Lucerne CXL

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

2006 Buick Lucerne CXL

Clinton, IA

UnscoredLimited · 9
$5,999136,941 mi

Comparison: 9 similar vehicles

Clinton, IA

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Ottawa, IL

UnscoredInsufficient · 4
$6,000112,216 mi

Comparison: 4 similar vehicles

Ottawa, IL

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Chillicothe, IL

UnscoredLimited · 8
$6,184127,358 mi

Comparison: 8 similar vehicles

Chillicothe, IL

2017 Ford Fusion V6 Sport

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

2017 Ford Fusion V6 Sport

Kewanee, IL

UnscoredInsufficient · 3
$6,250161,004 mi

Comparison: 3 similar vehicles

Kewanee, IL

2016 Mitsubishi Lancer ES

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

2016 Mitsubishi Lancer ES

Sterling, IL

UnscoredLimited · 9
$6,401179,964 mi

Comparison: 9 similar vehicles

Sterling, IL

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Davenport, IA

UnscoredInsufficient · 3
$6,500139,146 mi

Comparison: 3 similar vehicles

Davenport, IA

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Sterling, IL

UnscoredRobust · 50
$6,548208,616 mi

Comparison: 50 similar vehicles

Sterling, IL

2016 Kia Forte LX

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

2016 Kia Forte LX

Davenport, IA

UnscoredModerate · 25
$6,559124,381 mi

Comparison: 25 similar vehicles

Davenport, IA

2017 Nissan Altima S

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

2017 Nissan Altima S

Davenport, IA

UnscoredRobust · 50
$6,599176,117 mi

Comparison: 50 similar vehicles

Davenport, IA

2012 Chevrolet Malibu 2LT

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

2012 Chevrolet Malibu 2LT

Clinton, IA

UnscoredLimited · 5
$6,599168,881 mi

Comparison: 5 similar vehicles

Clinton, IA

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Moline, IL

UnscoredInsufficient · 3
$6,600120,728 mi

Comparison: 3 similar vehicles

Moline, IL

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Morrison, IL

Fair PriceLimited · 17
$6,611111,192 mi

Market: $4,650 – $9,975

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Morrison, IL

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Eldridge, IA

UnscoredLimited · 8
$6,750145,254 mi

Comparison: 8 similar vehicles

Eldridge, IA

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Davenport, IA

UnscoredLimited · 5
$6,85168,077 mi

Comparison: 5 similar vehicles

Davenport, IA

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Moline, IL

UnscoredModerate · 20
$6,900132,028 mi

Comparison: 20 similar vehicles

Moline, IL

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Moline, IL

UnscoredModerate · 20
$6,950149,000 mi

Comparison: 20 similar vehicles

Moline, IL

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Ottawa, IL

UnscoredRobust · 53
$6,995168,110 mi

Comparison: 53 similar vehicles

Ottawa, IL

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Milan, IL

Fair PriceLimited · 16
$6,99591,067 mi

Market: $1,900 – $10,213

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Milan, IL

2011 Toyota Avalon Limited

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

2011 Toyota Avalon Limited

Milan, IL

UnscoredLimited · 6
$6,995240,623 mi

Comparison: 6 similar vehicles

Milan, IL

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Long Grove, IA

Fair PriceLimited · 17
$6,99580,777 mi

Market: $2,500 – $7,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Long Grove, IA

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Milan, IL

UnscoredLimited · 15
$6,995197,072 mi

Comparison: 15 similar vehicles

Milan, IL

2014 Ford Fusion Titanium

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

2014 Ford Fusion Titanium

Bettendorf, IA

Fair PriceModerate · 21
$6,99885,811 mi

Market: $5,900 – $13,599

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Bettendorf, IA

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Ottawa, IL

UnscoredModerate · 43
$6,999176,802 mi

Comparison: 43 similar vehicles

Ottawa, IL

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Davenport, IA

UnscoredLimited · 7
$6,999109,135 mi

Comparison: 7 similar vehicles

Davenport, IA

2005 Toyota Camry XLE

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

2005 Toyota Camry XLE

Dixon, IL

UnscoredInsufficient · 4
$6,999252,885 mi

Comparison: 4 similar vehicles

Dixon, 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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