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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 · November 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Harvey, IL

Unscored
$1,100Mileage not verified

Comparison: 18 similar vehicles

Harvey, IL

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Roselle, IL

Unscored
$1,100196,568 mi

Comparison: 31 similar vehicles

Roselle, IL

2012 Nissan Altima S

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

2012 Nissan Altima S

Chicago, IL

Unscored
$1,200182,724 mi

Comparison: 25 similar vehicles

Chicago, IL

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Harvey, IL

Unscored
$1,300Mileage not verified

Comparison: 31 similar vehicles

Harvey, 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

Harvey, IL

Unscored
$1,300Mileage not verified

Comparison: 5 similar vehicles

Harvey, IL

2009 Nissan Altima S

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

2009 Nissan Altima S

Harvey, IL

Salvage title
$1,300Mileage not verified

Harvey, IL

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Harvey, IL

Unscored
$1,300Mileage not verified

Comparison: 7 similar vehicles

Harvey, IL

2007 Nissan Altima S

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

2007 Nissan Altima S

Harvey, IL

UnscoredInsufficient · 0
$1,300Mileage not verified

Harvey, IL

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Harvey, IL

Unscored
$1,300Mileage not verified

Comparison: 22 similar vehicles

Harvey, IL

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Harvey, IL

UnscoredInsufficient · 4
$1,300Mileage not verified

Comparison: 4 similar vehicles

Harvey, IL

2004 Pontiac Grand Prix GT2

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

2004 Pontiac Grand Prix GT2

Harvey, IL

UnscoredInsufficient · 4
$1,300Mileage not verified

Comparison: 4 similar vehicles

Harvey, IL

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Harvey, IL

UnscoredInsufficient · 3
$1,300Mileage not verified

Comparison: 3 similar vehicles

Harvey, IL

2002 Volkswagen New Beetle GLS

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

2002 Volkswagen New Beetle GLS

Harvey, IL

UnscoredInsufficient · 3
$1,300118,230 mi

Comparison: 3 similar vehicles

Harvey, IL

1995 Mitsubishi Expo

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

1995 Mitsubishi Expo

Gurnee, IL

UnscoredInsufficient · 0
$1,350114,352 mi

Gurnee, IL

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Waukegan, IL

Unscored
$1,400170,721 mi

Comparison: 14 similar vehicles

Waukegan, IL

2012 Ford Focus SE

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

2012 Ford Focus SE

Harvey, IL

Unscored
$1,400Mileage not verified

Comparison: 6 similar vehicles

Harvey, IL

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Harvey, IL

Unscored
$1,400Mileage not verified

Comparison: 7 similar vehicles

Harvey, IL

2005 Chevrolet Equinox LS

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

2005 Chevrolet Equinox LS

Harvey, IL

UnscoredInsufficient · 0
$1,400Mileage not verified

Harvey, IL

2005 BMW X3 3.0i

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

2005 BMW X3 3.0i

Waukegan, IL

UnscoredInsufficient · 0
$1,400166,378 mi

Waukegan, IL

2004 Buick LeSabre Custom

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

2004 Buick LeSabre Custom

Waukegan, IL

UnscoredInsufficient · 4
$1,400159,343 mi

Comparison: 4 similar vehicles

Waukegan, IL

1999 Mercedes-Benz E-Class Base

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

1999 Mercedes-Benz E-Class Base

Machesney Park, IL

UnscoredInsufficient · 4
$1,499Mileage not verified

Comparison: 4 similar vehicles

Machesney Park, IL

2017 Ford Escape SE

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

2017 Ford Escape SE

Chicago, IL

Unscored
$1,500182,321 mi

Comparison: 85 similar vehicles

Chicago, IL

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Chicago, IL

Unscored
$1,500141,684 mi

Comparison: 11 similar vehicles

Chicago, IL

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Chicago, IL

Unscored
$1,500121,831 mi

Comparison: 42 similar vehicles

Chicago, IL

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Chicago, IL

Unscored
$1,500131,628 mi

Comparison: 13 similar vehicles

Chicago, IL

2017 Mitsubishi Mirage ES

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

2017 Mitsubishi Mirage ES

Chicago, IL

UnscoredInsufficient · 4
$1,500138,697 mi

Comparison: 4 similar vehicles

Chicago, IL

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Chicago, IL

Unscored
$1,500133,783 mi

Comparison: 50 similar vehicles

Chicago, IL

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Chicago, IL

Unscored
$1,500157,945 mi

Comparison: 65 similar vehicles

Chicago, IL

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Chicago, IL

Unscored
$1,500106,717 mi

Comparison: 17 similar vehicles

Chicago, IL

2015 Ford Escape SE

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

2015 Ford Escape SE

Chicago, IL

Unscored
$1,500169,610 mi

Comparison: 37 similar vehicles

Chicago, IL

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

Unscored
$1,500182,792 mi

Comparison: 15 similar vehicles

Rockford, IL

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Chicago, IL

Unscored
$1,500160,081 mi

Comparison: 9 similar vehicles

Chicago, IL

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Chicago, IL

Unscored
$1,500156,945 mi

Comparison: 15 similar vehicles

Chicago, IL

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Chicago, IL

Unscored
$1,500142,119 mi

Comparison: 10 similar vehicles

Chicago, IL

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Chicago, IL

Unscored
$1,500125,512 mi

Comparison: 22 similar vehicles

Chicago, IL

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Chicago, IL

Fair PriceModerate · 22
$1,500105,071 mi

Market: $1,500 – $11,975

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 863 days listed (based on current market benchmarks)

Chicago, IL

2014 Ford Focus SE

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

2014 Ford Focus SE

Chicago, IL

Fair PriceModerate · 25
$1,500114,650 mi

Market: $1,500 – $6,495

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 675 days listed (based on current market benchmarks)

Chicago, IL

2014 Ford Focus SE

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

2014 Ford Focus SE

Harvey, IL

Fair PriceModerate · 27
$1,500Mileage not verified

Market: $1,500 – $6,495

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Harvey, IL

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Chicago, IL

Unscored
$1,500119,877 mi

Comparison: 18 similar vehicles

Chicago, IL

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Chicago, IL

Unscored
$1,500124,806 mi

Comparison: 18 similar vehicles

Chicago, IL

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Chicago, IL

Unscored
$1,500166,606 mi

Comparison: 14 similar vehicles

Chicago, IL

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Chicago, IL

Unscored
$1,500162,898 mi

Comparison: 10 similar vehicles

Chicago, IL

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Chicago, IL

Unscored
$1,500132,665 mi

Comparison: 10 similar vehicles

Chicago, IL

2013 Ford Escape SE

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

2013 Ford Escape SE

Chicago, IL

Fair PriceModerate · 22
$1,500114,221 mi

Market: $1,500 – $8,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 508 days listed (based on current market benchmarks)

Chicago, IL

2013 Ford Escape SE

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

2013 Ford Escape SE

Chicago, IL

Unscored
$1,500137,301 mi

Comparison: 22 similar vehicles

Chicago, IL

2013 Chevrolet Volt Base

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

2013 Chevrolet Volt Base

Chicago, IL

UnscoredInsufficient · 3
$1,500140,616 mi

Comparison: 3 similar vehicles

Chicago, IL

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Chicago, IL

Unscored
$1,500Mileage not verified

Comparison: 13 similar vehicles

Chicago, IL

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Chicago, IL

UnscoredInsufficient · 3
$1,500137,296 mi

Comparison: 3 similar vehicles

Chicago, IL

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Chicago, IL

Unscored
$1,500114,208 mi

Comparison: 22 similar vehicles

Chicago, IL

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$1,500147,393 mi

Comparison: 15 similar vehicles

Chicago, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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