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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 3, 2026

6.8M+

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

207 listings found

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Cicero, IL

UnscoredInsufficient · 0
$2,495202,337 mi

Cicero, IL

2004 Ford Expedition XLS

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

2004 Ford Expedition XLS

Cicero, IL

UnscoredInsufficient · 0
$2,995230,453 mi

Cicero, 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

Cicero, IL

UnscoredInsufficient · 4
$2,995187,608 mi

Comparison: 4 similar vehicles

Cicero, IL

2013 FIAT 500 Sport

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

2013 FIAT 500 Sport

Cicero, IL

UnscoredInsufficient · 0
$3,495111,935 mi

Cicero, IL

No Photo

2017 Nissan Altima SL

Cicero, IL

Unscored
$3,995207,325 mi

Comparison: 8 similar vehicles

Cicero, IL

2013 Ford Fiesta S

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

2013 Ford Fiesta S

Cicero, IL

Unscored
$3,995123,716 mi

Comparison: 7 similar vehicles

Cicero, IL

2012 Dodge Avenger SXT

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

2012 Dodge Avenger SXT

Cicero, IL

UnscoredInsufficient · 0
$3,995145,570 mi

Cicero, IL

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Cicero, IL

Unscored
$3,995174,810 mi

Comparison: 20 similar vehicles

Cicero, IL

2006 Buick Lucerne CXL

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

2006 Buick Lucerne CXL

Cicero, IL

Unscored
$3,995147,290 mi

Comparison: 13 similar vehicles

Cicero, IL

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Cicero, IL

Unscored
$4,495234,831 mi

Comparison: 28 similar vehicles

Cicero, IL

2011 Buick Lucerne Super

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

2011 Buick Lucerne Super

Cicero, IL

UnscoredInsufficient · 0
$4,495166,575 mi

Cicero, IL

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Cicero, IL

Unscored
$4,495164,230 mi

Comparison: 13 similar vehicles

Cicero, IL

1999 Chevrolet Tahoe LS

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

1999 Chevrolet Tahoe LS

Cicero, IL

UnscoredInsufficient · 3
$4,500188,458 mi

Comparison: 3 similar vehicles

Cicero, IL

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Cicero, IL

Unscored
$4,995167,209 mi

Comparison: 28 similar vehicles

Cicero, IL

2012 RAM Cargo Van Base

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

2012 RAM Cargo Van Base

Cicero, IL

UnscoredInsufficient · 0
$4,995191,822 mi

Cicero, IL

2010 Volkswagen Tiguan SEL

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

2010 Volkswagen Tiguan SEL

Cicero, IL

UnscoredInsufficient · 0
$4,995110,270 mi

Cicero, IL

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Cicero, IL

UnscoredInsufficient · 4
$4,995138,111 mi

Comparison: 4 similar vehicles

Cicero, IL

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Cicero, IL

Unscored
$5,200167,487 mi

Comparison: 9 similar vehicles

Cicero, IL

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Cicero, IL

Fair PriceModerate · 21
$5,495117,738 mi

Market: $2,900 – $10,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Cicero, IL

2008 Cadillac Escalade Base

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

2008 Cadillac Escalade Base

Cicero, IL

Unscored
$5,495157,070 mi

Comparison: 8 similar vehicles

Cicero, IL

2015 Nissan Sentra S

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

2015 Nissan Sentra S

Cicero, IL

Unscored
$5,500152,957 mi

Comparison: 7 similar vehicles

Cicero, IL

1998 Dodge Ram Pickup ST

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

1998 Dodge Ram Pickup ST

Cicero, IL

Unscored
$5,900161,000 mi

Comparison: 8 similar vehicles

Cicero, IL

2014 Ford Escape SE

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

2014 Ford Escape SE

Cicero, IL

Unscored
$5,995162,125 mi

Comparison: 31 similar vehicles

Cicero, IL

2014 Ford Escape SE

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

2014 Ford Escape SE

Cicero, IL

Unscored
$5,995171,412 mi

Comparison: 31 similar vehicles

Cicero, IL

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Cicero, IL

Unscored
$5,995169,892 mi

Comparison: 8 similar vehicles

Cicero, IL

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Cicero, IL

Unscored
$5,995138,627 mi

Comparison: 15 similar vehicles

Cicero, IL

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Cicero, IL

Unscored
$5,995179,670 mi

Comparison: 14 similar vehicles

Cicero, IL

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Cicero, IL

Unscored
$5,995155,435 mi

Comparison: 5 similar vehicles

Cicero, IL

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Cicero, IL

Unscored
$5,995161,178 mi

Comparison: 5 similar vehicles

Cicero, IL

2010 MINI Cooper S

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

2010 MINI Cooper S

Cicero, IL

Unscored
$5,999136,417 mi

Comparison: 5 similar vehicles

Cicero, IL

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Cicero, IL

Unscored
$6,911219,214 mi

Comparison: 6 similar vehicles

Cicero, IL

2017 Ford Escape SE

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

2017 Ford Escape SE

Cicero, IL

Unscored
$6,995156,391 mi

Comparison: 83 similar vehicles

Cicero, IL

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Cicero, IL

Unscored
$6,995167,216 mi

Comparison: 68 similar vehicles

Cicero, IL

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Cicero, IL

Unscored
$6,99597,623 mi

Comparison: 8 similar vehicles

Cicero, IL

2011 Honda Accord LX

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

2011 Honda Accord LX

Cicero, IL

Unscored
$6,995198,435 mi

Comparison: 22 similar vehicles

Cicero, IL

2016 Nissan Altima S

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

2016 Nissan Altima S

Cicero, IL

Unscored
$7,395133,220 mi

Comparison: 21 similar vehicles

Cicero, IL

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Cicero, IL

Unscored
$7,395120,341 mi

Comparison: 22 similar vehicles

Cicero, IL

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Cicero, IL

Fair PriceLimited · 17
$7,495115,241 mi

Market: $4,999 – $14,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Cicero, IL

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Cicero, IL

Unscored
$7,995120,874 mi

Comparison: 6 similar vehicles

Cicero, IL

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Cicero, IL

Fair PriceModerate · 30
$7,995105,901 mi

Market: $1,900 – $9,490

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Cicero, IL

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Cicero, IL

Fair PriceLimited · 10
$7,995102,273 mi

Market: $3,999 – $10,144

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Cicero, IL

2014 Honda Accord LX

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

2014 Honda Accord LX

Cicero, IL

Unscored
$7,995170,266 mi

Comparison: 12 similar vehicles

Cicero, IL

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Cicero, IL

Unscored
$7,995162,596 mi

Comparison: 12 similar vehicles

Cicero, IL

2012 Lexus IS 350

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

2012 Lexus IS 350

Cicero, IL

UnscoredInsufficient · 0
$7,995207,713 mi

Cicero, IL

2008 Mercedes-Benz S-Class S550

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

2008 Mercedes-Benz S-Class S550

Cicero, IL

Unscored
$7,995105,384 mi

Comparison: 6 similar vehicles

Cicero, IL

1997 Ford Econoline

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

1997 Ford Econoline

Cicero, IL

UnscoredInsufficient · 0
$8,000134,000 mi

Cicero, IL

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Cicero, IL

Unscored
$8,495155,018 mi

Comparison: 14 similar vehicles

Cicero, IL

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

Cicero, IL

Unscored
$8,900149,000 mi

Comparison: 10 similar vehicles

Cicero, IL

2008 GMC Yukon XL 3SA

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

2008 GMC Yukon XL 3SA

Cicero, IL

UnscoredInsufficient · 0
$8,900128,200 mi

Cicero, IL

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Cicero, IL

UnscoredInsufficient · 4
$8,995121,349 mi

Comparison: 4 similar vehicles

Cicero, 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 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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