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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 7, 2026

7.1M+

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

65 listings found

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Round Lake Beach, IL

UnscoredInsufficient · 3
$3,995153,000 mi

Comparison: 3 similar vehicles

Round Lake Beach, IL

2008 Chevrolet Tahoe Hybrid

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

2008 Chevrolet Tahoe Hybrid

Round Lake Beach, IL

UnscoredInsufficient · 0
$5,110Mileage not verified

Round Lake Beach, IL

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Round Lake Beach, IL

UnscoredInsufficient · 4
$5,410224,740 mi

Comparison: 4 similar vehicles

Round Lake Beach, IL

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Round Lake Beach, IL

Unscored
$5,415226,785 mi

Comparison: 22 similar vehicles

Round Lake Beach, IL

1991 Mercedes-Benz 300

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

1991 Mercedes-Benz 300

Round Lake Beach, IL

UnscoredInsufficient · 0
$5,64081,476 mi

Round Lake Beach, IL

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Round Lake Beach, IL

UnscoredInsufficient · 0
$5,830Mileage not verified

Round Lake Beach, IL

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Round Lake Beach, IL

Unscored
$5,995140,263 mi

Comparison: 9 similar vehicles

Round Lake Beach, IL

2010 Subaru Impreza 2.5i

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

2010 Subaru Impreza 2.5i

Round Lake Beach, IL

UnscoredInsufficient · 0
$5,99572,873 mi

Round Lake Beach, IL

2005 Scion xA Base

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

2005 Scion xA Base

Round Lake Beach, IL

UnscoredInsufficient · 0
$5,99577,014 mi

Round Lake Beach, IL

2004 Buick LeSabre Limited

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

2004 Buick LeSabre Limited

Round Lake Beach, IL

UnscoredInsufficient · 3
$5,995106,327 mi

Comparison: 3 similar vehicles

Round Lake Beach, IL

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Round Lake Beach, IL

Unscored
$6,000212,872 mi

Comparison: 10 similar vehicles

Round Lake Beach, IL

2008 Cadillac STS Base

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

2008 Cadillac STS Base

Round Lake Beach, IL

UnscoredInsufficient · 3
$6,045Mileage not verified

Comparison: 3 similar vehicles

Round Lake Beach, IL

1999 Ford Contour SE

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

1999 Ford Contour SE

Round Lake Beach, IL

UnscoredInsufficient · 0
$6,100Mileage not verified

Round Lake Beach, IL

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Round Lake Beach, IL

UnscoredInsufficient · 0
$6,870Mileage not verified

Round Lake Beach, IL

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Round Lake Beach, IL

UnscoredInsufficient · 4
$6,900143,169 mi

Comparison: 4 similar vehicles

Round Lake Beach, IL

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Round Lake Beach, IL

Unscored
$7,000141,221 mi

Comparison: 12 similar vehicles

Round Lake Beach, IL

2008 Ford F-150 Limited

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

2008 Ford F-150 Limited

Round Lake Beach, IL

UnscoredInsufficient · 0
$7,200127,881 mi

Round Lake Beach, IL

2004 Nissan Titan LE

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

2004 Nissan Titan LE

Round Lake Beach, IL

Unscored
$7,260147,847 mi

Comparison: 5 similar vehicles

Round Lake Beach, IL

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Round Lake Beach, IL

UnscoredInsufficient · 3
$7,735133,648 mi

Comparison: 3 similar vehicles

Round Lake Beach, IL

2015 Chevrolet Impala 1LZ

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

2015 Chevrolet Impala 1LZ

Round Lake Beach, IL

UnscoredInsufficient · 0
$7,995117,173 mi

Round Lake Beach, IL

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Round Lake Beach, IL

Unscored
$8,430116,384 mi

Comparison: 6 similar vehicles

Round Lake Beach, IL

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Round Lake Beach, IL

UnscoredInsufficient · 4
$8,900117,206 mi

Comparison: 4 similar vehicles

Round Lake Beach, IL

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Round Lake Beach, IL

Unscored
$8,920208,805 mi

Comparison: 6 similar vehicles

Round Lake Beach, IL

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Round Lake Beach, IL

Fair PriceLimited · 12
$8,99597,671 mi

Market: $5,990 – $13,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Round Lake Beach, IL

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Round Lake Beach, IL

Unscored
$8,995158,546 mi

Comparison: 35 similar vehicles

Round Lake Beach, IL

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Round Lake Beach, IL

Unscored
$8,995123,284 mi

Comparison: 22 similar vehicles

Round Lake Beach, IL

2000 GMC C series

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

2000 GMC C series

Round Lake Beach, IL

UnscoredInsufficient · 0
$8,995137,639 mi

Round Lake Beach, IL

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Round Lake Beach, IL

Unscored
$9,070126,956 mi

Comparison: 11 similar vehicles

Round Lake Beach, IL

1997 Ford F

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

1997 Ford F

Round Lake Beach, IL

UnscoredInsufficient · 0
$9,210160,838 mi

Round Lake Beach, IL

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Round Lake Beach, IL

Unscored
$9,320128,336 mi

Comparison: 9 similar vehicles

Round Lake Beach, IL

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Round Lake Beach, IL

UnscoredInsufficient · 3
$9,550129,991 mi

Comparison: 3 similar vehicles

Round Lake Beach, IL

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Round Lake Beach, IL

Fair PriceModerate · 25
$9,810114,803 mi

Market: $3,950 – $15,266

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 387 days listed (based on current market benchmarks)

Round Lake Beach, IL

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Round Lake Beach, IL

Fair PriceLimited · 12
$9,99597,308 mi

Market: $6,973 – $12,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 379 days listed (based on current market benchmarks)

Round Lake Beach, IL

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Round Lake Beach, IL

Unscored
$9,995123,299 mi

Comparison: 16 similar vehicles

Round Lake Beach, IL

2005 Toyota Tacoma Base

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

2005 Toyota Tacoma Base

Round Lake Beach, IL

Unscored
$9,995208,688 mi

Comparison: 6 similar vehicles

Round Lake Beach, IL

2015 Cadillac SRX Performance Collection

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

2015 Cadillac SRX Performance Collection

Round Lake Beach, IL

Unscored
$10,375122,110 mi

Comparison: 20 similar vehicles

Round Lake Beach, IL

2015 Jeep Grand Cherokee Altitude

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

2015 Jeep Grand Cherokee Altitude

Round Lake Beach, IL

Fair PriceModerate · 41
$10,995118,283 mi

Market: $8,900 – $16,500

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Round Lake Beach, IL

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Round Lake Beach, IL

Unscored
$10,995143,675 mi

Comparison: 11 similar vehicles

Round Lake Beach, IL

2021 Kia Forte GT

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

2021 Kia Forte GT

Round Lake Beach, IL

Unscored
$11,99595,974 mi

Comparison: 5 similar vehicles

Round Lake Beach, IL

2013 Jaguar XJ Base

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

2013 Jaguar XJ Base

Round Lake Beach, IL

UnscoredInsufficient · 0
$11,99597,296 mi

Round Lake Beach, IL

2014 Honda Odyssey LX

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

2014 Honda Odyssey LX

Round Lake Beach, IL

UnscoredInsufficient · 0
$12,995123,008 mi

Round Lake Beach, IL

2012 Jeep Grand Cherokee Overland

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

2012 Jeep Grand Cherokee Overland

Round Lake Beach, IL

OverpricedLimited · 15
$12,995123,353 mi

Market: $2,900 – $12,900

Comparison: 15 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Round Lake Beach, IL

2013 Toyota Venza LE

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

2013 Toyota Venza LE

Round Lake Beach, IL

UnscoredInsufficient · 4
$13,000154,485 mi

Comparison: 4 similar vehicles

Round Lake Beach, IL

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Round Lake Beach, IL

Unscored
$13,040112,376 mi

Comparison: 5 similar vehicles

Round Lake Beach, IL

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Round Lake Beach, IL

Unscored
$13,295149,216 mi

Comparison: 52 similar vehicles

Round Lake Beach, IL

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Round Lake Beach, IL

UnscoredInsufficient · 4
$13,365103,382 mi

Comparison: 4 similar vehicles

Round Lake Beach, IL

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Round Lake Beach, IL

Unscored
$13,500155,938 mi

Comparison: 52 similar vehicles

Round Lake Beach, IL

2017 GMC Sierra 1500 SLE

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

2017 GMC Sierra 1500 SLE

Round Lake Beach, IL

Unscored
$13,595157,450 mi

Comparison: 80 similar vehicles

Round Lake Beach, IL

2016 Ford Edge Sport

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

2016 Ford Edge Sport

Round Lake Beach, IL

UnscoredInsufficient · 3
$13,995121,111 mi

Comparison: 3 similar vehicles

Round Lake Beach, IL

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Round Lake Beach, IL

Unscored
$13,995221,149 mi

Comparison: 6 similar vehicles

Round Lake Beach, IL

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 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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