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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

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

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Chicago, IL

UnscoredLimited · 5
$1,500194,928 mi

Comparison: 5 similar vehicles

Chicago, IL

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Waukegan, IL

UnscoredLimited · 16
$1,500Mileage not verified

Comparison: 16 similar vehicles

Waukegan, IL

2010 Ford Escape XLT

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

2010 Ford Escape XLT

South Beloit, IL

UnscoredModerate · 42
$1,599199,958 mi

Comparison: 42 similar vehicles

South Beloit, IL

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Glendale Heights, IL

UnscoredInsufficient · 3
$1,700273,746 mi

Comparison: 3 similar vehicles

Glendale Heights, IL

2005 Ford Expedition Eddie Bauer

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

2005 Ford Expedition Eddie Bauer

Waukegan, IL

UnscoredInsufficient · 0
$1,800Mileage not verified

Waukegan, IL

2008 Saturn Outlook XR

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

2008 Saturn Outlook XR

Genoa, IL

UnscoredInsufficient · 3
$1,900177,903 mi

Comparison: 3 similar vehicles

Genoa, IL

2006 Ford Explorer Limited

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

2006 Ford Explorer Limited

Ringwood, IL

UnscoredInsufficient · 0
$1,900205,636 mi

Ringwood, IL

2006 GMC Envoy SLT

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

2006 GMC Envoy SLT

Lake Geneva, WI

UnscoredInsufficient · 0
$1,950175,170 mi

Lake Geneva, WI

2015 Hyundai Tucson SE

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

2015 Hyundai Tucson SE

Chicago, IL

UnscoredModerate · 26
$2,000165,899 mi

Comparison: 26 similar vehicles

Chicago, IL

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Milwaukee, WI

UnscoredLimited · 10
$2,200Mileage not verified

Comparison: 10 similar vehicles

Milwaukee, WI

2013 Ford Edge SE

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

2013 Ford Edge SE

Chicago, IL

UnscoredLimited · 16
$2,300200,000 mi

Comparison: 16 similar vehicles

Chicago, IL

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Oak Creek, WI

UnscoredLimited · 5
$2,349201,944 mi

Comparison: 5 similar vehicles

Oak Creek, WI

2003 Saturn VUE Base

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

2003 Saturn VUE Base

Morton Grove, IL

UnscoredInsufficient · 0
$2,399117,430 mi

Morton Grove, IL

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Waukegan, IL

UnscoredLimited · 7
$2,400Mileage not verified

Comparison: 7 similar vehicles

Waukegan, IL

2011 Honda Pilot LX

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

2011 Honda Pilot LX

Waukegan, IL

UnscoredInsufficient · 3
$2,400Mileage not verified

Comparison: 3 similar vehicles

Waukegan, IL

2010 Lincoln MKX Base

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

2010 Lincoln MKX Base

Waukegan, IL

UnscoredModerate · 23
$2,400145,366 mi

Comparison: 23 similar vehicles

Waukegan, IL

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Delavan, WI

UnscoredLimited · 8
$2,458195,545 mi

Comparison: 8 similar vehicles

Delavan, WI

2009 Acura MDX Base

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

2009 Acura MDX Base

Roselle, IL

UnscoredInsufficient · 0
$2,495230,750 mi

Roselle, IL

2001 Ford Expedition Base

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

2001 Ford Expedition Base

Whitewater, WI

UnscoredInsufficient · 0
$2,495197,641 mi

Whitewater, WI

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Lake Villa, IL

UnscoredInsufficient · 3
$2,500178,915 mi

Comparison: 3 similar vehicles

Lake Villa, IL

2009 Saturn VUE XE

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

2009 Saturn VUE XE

Delavan, WI

UnscoredLimited · 8
$2,532219,807 mi

Comparison: 8 similar vehicles

Delavan, WI

2007 GMC Envoy Denali

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

2007 GMC Envoy Denali

Greenfield, WI

UnscoredInsufficient · 0
$2,532235,375 mi

Greenfield, WI

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Kenosha, WI

UnscoredLimited · 6
$2,694166,744 mi

Comparison: 6 similar vehicles

Kenosha, WI

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Kenosha, WI

UnscoredLimited · 7
$2,695162,449 mi

Comparison: 7 similar vehicles

Kenosha, WI

2013 Ford Escape SE

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

2013 Ford Escape SE

Waukegan, IL

UnscoredLimited · 17
$2,700Mileage not verified

Comparison: 17 similar vehicles

Waukegan, IL

2009 Saturn VUE XE

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

2009 Saturn VUE XE

Waukegan, IL

Fair PriceModerate · 22
$2,700Mileage not verified

Market: $2,532 – $8,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Waukegan, IL

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Waukegan, IL

Fair PriceLimited · 16
$2,700Mileage not verified

Market: $2,521 – $9,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Waukegan, IL

2007 GMC Acadia SLE

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

2007 GMC Acadia SLE

Waukegan, IL

UnscoredLimited · 9
$2,700Mileage not verified

Comparison: 9 similar vehicles

Waukegan, IL

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Waukegan, IL

UnscoredLimited · 5
$2,700164,552 mi

Comparison: 5 similar vehicles

Waukegan, IL

2014 Ford Escape SE

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

2014 Ford Escape SE

Sturtevant, WI

UnscoredModerate · 20
$2,800201,000 mi

Comparison: 20 similar vehicles

Sturtevant, WI

2001 Lincoln Navigator Base

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

2001 Lincoln Navigator Base

Waukegan, IL

UnscoredInsufficient · 0
$2,800Mileage not verified

Waukegan, IL

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Chicago, IL

UnscoredLimited · 8
$2,885203,312 mi

Comparison: 8 similar vehicles

Chicago, IL

2004 GMC Yukon XL SLE

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

2004 GMC Yukon XL SLE

Chicago, IL

UnscoredInsufficient · 0
$2,895Mileage not verified

Chicago, IL

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Waukegan, IL

UnscoredLimited · 8
$2,900196,745 mi

Comparison: 8 similar vehicles

Waukegan, IL

2013 GMC Acadia SLE

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

2013 GMC Acadia SLE

Waukegan, IL

UnscoredLimited · 9
$2,900Mileage not verified

Comparison: 9 similar vehicles

Waukegan, IL

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Glendale Heights, IL

UnscoredLimited · 14
$2,900183,257 mi

Comparison: 14 similar vehicles

Glendale Heights, IL

2010 Subaru Forester XT Limited

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

2010 Subaru Forester XT Limited

Waukegan, IL

UnscoredInsufficient · 4
$2,900Mileage not verified

Comparison: 4 similar vehicles

Waukegan, IL

2009 Dodge Nitro SLT

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

2009 Dodge Nitro SLT

Waukegan, IL

UnscoredInsufficient · 0
$2,900154,889 mi

Waukegan, IL

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Waukegan, IL

UnscoredLimited · 8
$2,90079,544 mi

Comparison: 8 similar vehicles

Waukegan, IL

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Naperville, IL

UnscoredInsufficient · 0
$2,950161,166 mi

Naperville, IL

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Maywood, IL

Salvage title
$2,950219,325 mi

Maywood, IL

1997 Ford Expedition XLT

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

1997 Ford Expedition XLT

Waukegan, IL

UnscoredInsufficient · 0
$2,955225,209 mi

Waukegan, IL

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Naperville, IL

UnscoredModerate · 27
$2,990221,078 mi

Comparison: 27 similar vehicles

Naperville, IL

2009 Mitsubishi Outlander SE

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

2009 Mitsubishi Outlander SE

Mount Prospect, IL

UnscoredInsufficient · 0
$2,990166,511 mi

Mount Prospect, IL

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Burr Ridge, IL

UnscoredLimited · 5
$2,990170,521 mi

Comparison: 5 similar vehicles

Burr Ridge, IL

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Clinton, WI

UnscoredLimited · 10
$2,990288,961 mi

Comparison: 10 similar vehicles

Clinton, WI

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Mount Prospect, IL

UnscoredInsufficient · 0
$2,990200,381 mi

Mount Prospect, IL

2017 Ford Escape SE

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

2017 Ford Escape SE

Batavia, IL

UnscoredRobust · 68
$2,995227,772 mi

Comparison: 68 similar vehicles

Batavia, IL

2014 Kia Sorento LX

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

2014 Kia Sorento LX

South Beloit, IL

UnscoredInsufficient · 3
$2,995219,781 mi

Comparison: 3 similar vehicles

South Beloit, IL

2014 Nissan Murano S

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

2014 Nissan Murano S

Chicago, IL

UnscoredLimited · 7
$2,995182,945 mi

Comparison: 7 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 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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