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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

845 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

2003 Ford Taurus SE

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

2003 Ford Taurus SE

Peoria, IL

UnscoredInsufficient · 0
$3,69570,566 mi

Peoria, IL

2002 Buick Century Custom

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

2002 Buick Century Custom

Peoria, IL

OverpricedLimited · 16
$3,995120,061 mi

Market: $3,454 – $3,887

Comparison: 16 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Peoria, IL

2002 Honda Accord SE

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

2002 Honda Accord SE

Peoria, IL

UnscoredInsufficient · 4
$3,995189,759 mi

Comparison: 4 similar vehicles

Peoria, IL

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

No Photo

2012 Hyundai Sonata Hybrid Base

Peoria, IL

UnscoredInsufficient · 3
$4,500143,379 mi

Comparison: 3 similar vehicles

Peoria, 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

2012 Mazda MAZDA3 s Touring

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

2012 Mazda MAZDA3 s Touring

Newark, IL

UnscoredLimited · 6
$4,900159,608 mi

Comparison: 6 similar vehicles

Newark, IL

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Peoria, IL

UnscoredModerate · 20
$4,900193,971 mi

Comparison: 20 similar vehicles

Peoria, IL

2014 Nissan Altima S

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

2014 Nissan Altima S

Sandwich, IL

UnscoredInsufficient · 4
$4,995186,133 mi

Comparison: 4 similar vehicles

Sandwich, IL

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Peoria, IL

UnscoredLimited · 7
$4,995198,640 mi

Comparison: 7 similar vehicles

Peoria, 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

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Peoria, IL

UnscoredInsufficient · 3
$4,99598,805 mi

Comparison: 3 similar vehicles

Peoria, IL

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Peoria, IL

UnscoredInsufficient · 0
$4,995111,034 mi

Peoria, IL

No Photo

2015 Nissan Altima S

Peoria, IL

UnscoredRobust · 98
$5,000145,590 mi

Comparison: 98 similar vehicles

Peoria, IL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Peoria, IL

UnscoredLimited · 5
$5,000144,957 mi

Comparison: 5 similar vehicles

Peoria, 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

2010 Lincoln MKZ Base

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

2010 Lincoln MKZ Base

Newark, IL

UnscoredLimited · 14
$5,250152,491 mi

Comparison: 14 similar vehicles

Newark, IL

2008 Lexus ES 350

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

2008 Lexus ES 350

Newark, IL

UnscoredLimited · 5
$5,250206,213 mi

Comparison: 5 similar vehicles

Newark, IL

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Peoria, IL

UnscoredRobust · 67
$5,495166,716 mi

Comparison: 67 similar vehicles

Peoria, IL

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

2009 Ford Fusion SE

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

2009 Ford Fusion SE

El Paso, IL

UnscoredLimited · 10
$5,888158,992 mi

Comparison: 10 similar vehicles

El Paso, IL

2013 Honda Civic HYBRID

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

2013 Honda Civic HYBRID

Newark, IL

UnscoredInsufficient · 3
$5,900174,855 mi

Comparison: 3 similar vehicles

Newark, 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 Ford Focus SE

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

2014 Ford Focus SE

Sandwich, IL

Fair PriceLimited · 19
$5,99581,807 mi

Market: $1,500 – $10,990

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Sandwich, IL

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Washington, IL

UnscoredInsufficient · 3
$5,995122,986 mi

Comparison: 3 similar vehicles

Washington, 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

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Peoria, IL

UnscoredModerate · 44
$5,995155,324 mi

Comparison: 44 similar vehicles

Peoria, IL

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Peoria, IL

UnscoredLimited · 13
$5,995144,561 mi

Comparison: 13 similar vehicles

Peoria, 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 Saturn Aura XE

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

2007 Saturn Aura XE

Peoria, IL

UnscoredInsufficient · 0
$5,99592,429 mi

Peoria, IL

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Peoria, IL

UnscoredInsufficient · 3
$5,995116,625 mi

Comparison: 3 similar vehicles

Peoria, 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

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Peoria, IL

Fair PriceModerate · 21
$5,999117,845 mi

Market: $3,762 – $8,912

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 171 days listed (based on current market benchmarks)

Peoria, IL

2004 Jaguar XJ Series XJ8

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

2004 Jaguar XJ Series XJ8

Peoria, IL

UnscoredLimited · 12
$5,999149,148 mi

Comparison: 12 similar vehicles

Peoria, IL

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

2017 Chevrolet Sonic LS

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

2017 Chevrolet Sonic LS

Peoria, IL

UnscoredInsufficient · 3
$6,149116,878 mi

Comparison: 3 similar vehicles

Peoria, 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

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Peoria, IL

UnscoredLimited · 8
$6,264108,218 mi

Comparison: 8 similar vehicles

Peoria, 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

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Peoria, IL

UnscoredLimited · 8
$6,499131,494 mi

Comparison: 8 similar vehicles

Peoria, IL

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Peoria, IL

Salvage title
$6,50071,555 mi

Peoria, IL

No Photo

2007 Toyota Avalon XL

Peoria, IL

UnscoredInsufficient · 3
$6,500123,463 mi

Comparison: 3 similar vehicles

Peoria, IL

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

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

2006 Cadillac STS Base

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

2006 Cadillac STS Base

Peoria, IL

UnscoredLimited · 11
$6,65092,728 mi

Comparison: 11 similar vehicles

Peoria, 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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