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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 21, 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

9,082 listings found

2011 Mazda CX-7 i Sport

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

2011 Mazda CX-7 i Sport

Madisonville, KY

UnscoredInsufficient · 3
$2,500233,742 mi

Comparison: 3 similar vehicles

Madisonville, KY

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Mount Vernon, IN

UnscoredLimited · 5
$2,995213,614 mi

Comparison: 5 similar vehicles

Mount Vernon, IN

2004 Hyundai Santa Fe GLS

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

2004 Hyundai Santa Fe GLS

Evansville, IN

UnscoredInsufficient · 0
$2,995125,375 mi

Evansville, IN

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Owensboro, KY

UnscoredLimited · 11
$2,999175,482 mi

Comparison: 11 similar vehicles

Owensboro, KY

2000 Chevrolet Suburban Base

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

2000 Chevrolet Suburban Base

Hartford, KY

UnscoredInsufficient · 0
$3,000208,904 mi

Hartford, KY

2013 Subaru Forester X

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

2013 Subaru Forester X

Madisonville, KY

UnscoredInsufficient · 0
$3,074184,079 mi

Madisonville, KY

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Evansville, IN

UnscoredLimited · 7
$3,500242,621 mi

Comparison: 7 similar vehicles

Evansville, IN

2001 Chevrolet Tahoe Base

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

2001 Chevrolet Tahoe Base

Owensboro, KY

UnscoredInsufficient · 0
$3,500276,176 mi

Owensboro, KY

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Cadiz, KY

UnscoredInsufficient · 4
$3,695213,061 mi

Comparison: 4 similar vehicles

Cadiz, KY

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Evansville, IN

UnscoredModerate · 37
$3,800198,535 mi

Comparison: 37 similar vehicles

Evansville, IN

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Evansville, IN

UnscoredInsufficient · 4
$3,800162,471 mi

Comparison: 4 similar vehicles

Evansville, IN

2013 Mazda CX-9 Touring

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

2013 Mazda CX-9 Touring

Madisonville, KY

UnscoredLimited · 8
$3,900206,234 mi

Comparison: 8 similar vehicles

Madisonville, KY

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Henderson, KY

UnscoredInsufficient · 4
$3,900168,777 mi

Comparison: 4 similar vehicles

Henderson, KY

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Mount Vernon, IN

UnscoredLimited · 10
$3,995214,988 mi

Comparison: 10 similar vehicles

Mount Vernon, IN

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Owensboro, KY

UnscoredInsufficient · 0
$3,995193,610 mi

Owensboro, KY

2002 Toyota Highlander Base

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

2002 Toyota Highlander Base

Hartford, KY

UnscoredInsufficient · 0
$3,999211,715 mi

Hartford, KY

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Evansville, IN

UnscoredInsufficient · 4
$4,500168,985 mi

Comparison: 4 similar vehicles

Evansville, IN

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Madisonville, KY

UnscoredInsufficient · 4
$4,500195,276 mi

Comparison: 4 similar vehicles

Madisonville, KY

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Evansville, IN

UnscoredRobust · 66
$4,800131,687 mi

Comparison: 66 similar vehicles

Evansville, IN

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Evansville, IN

UnscoredModerate · 40
$4,800187,555 mi

Comparison: 40 similar vehicles

Evansville, IN

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Russellville, KY

UnscoredModerate · 24
$4,850283,296 mi

Comparison: 24 similar vehicles

Russellville, KY

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Madisonville, KY

UnscoredModerate · 45
$4,900228,867 mi

Comparison: 45 similar vehicles

Madisonville, KY

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Mount Vernon, IN

UnscoredLimited · 8
$4,900239,029 mi

Comparison: 8 similar vehicles

Mount Vernon, IN

2007 Kia Sportage EX

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

2007 Kia Sportage EX

Mount Vernon, IN

UnscoredInsufficient · 0
$4,900110,717 mi

Mount Vernon, IN

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Owensboro, KY

UnscoredLimited · 17
$4,950151,372 mi

Comparison: 17 similar vehicles

Owensboro, KY

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Owensboro, KY

UnscoredLimited · 9
$4,995123,590 mi

Comparison: 9 similar vehicles

Owensboro, KY

2012 Acura MDX Technology & Entertainment Package

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

2012 Acura MDX Technology & Entertainment Package

Cadiz, KY

UnscoredInsufficient · 4
$4,995210,611 mi

Comparison: 4 similar vehicles

Cadiz, KY

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Owensboro, KY

UnscoredInsufficient · 3
$4,995157,406 mi

Comparison: 3 similar vehicles

Owensboro, KY

2009 Toyota Highlander Base

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

2009 Toyota Highlander Base

Cadiz, KY

UnscoredInsufficient · 3
$4,995275,782 mi

Comparison: 3 similar vehicles

Cadiz, KY

2015 Ford Flex SEL

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

2015 Ford Flex SEL

Hartford, KY

Salvage title
$4,999152,506 mi

Hartford, KY

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Maceo, KY

Salvage title
$4,999155,000 mi

Maceo, KY

2013 Ford Escape SE

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

2013 Ford Escape SE

Owensboro, KY

UnscoredInsufficient · 3
$4,999167,729 mi

Comparison: 3 similar vehicles

Owensboro, KY

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Owensboro, KY

UnscoredLimited · 8
$4,999205,059 mi

Comparison: 8 similar vehicles

Owensboro, KY

2008 Dodge Nitro SXT

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

2008 Dodge Nitro SXT

Owensboro, KY

UnscoredInsufficient · 0
$4,999135,633 mi

Owensboro, KY

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Madisonville, KY

UnscoredInsufficient · 0
$5,000266,117 mi

Madisonville, KY

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Madisonville, KY

UnscoredInsufficient · 3
$5,199179,553 mi

Comparison: 3 similar vehicles

Madisonville, KY

2002 Mazda Tribute LX

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

2002 Mazda Tribute LX

Evansville, IN

UnscoredInsufficient · 0
$5,250247,730 mi

Evansville, IN

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

Evansville, IN

UnscoredLimited · 14
$5,273180,000 mi

Comparison: 14 similar vehicles

Evansville, IN

2010 Cadillac SRX Premium Collection

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

2010 Cadillac SRX Premium Collection

Evansville, IN

UnscoredInsufficient · 0
$5,456163,700 mi

Evansville, IN

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Hopkinsville, KY

UnscoredLimited · 16
$5,495189,000 mi

Comparison: 16 similar vehicles

Hopkinsville, KY

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Newburgh, IN

UnscoredModerate · 33
$5,499226,564 mi

Comparison: 33 similar vehicles

Newburgh, IN

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Mount Vernon, IN

OverpricedLimited · 10
$5,500167,485 mi

Market: $3,295 – $4,274

Comparison: 10 similar vehicles

Priced ~29% above the typical market range for similar vehicles (based on current market benchmarks)

Mount Vernon, IN

2012 Ford Flex Limited

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

2012 Ford Flex Limited

Madisonville, KY

UnscoredInsufficient · 0
$5,500162,038 mi

Madisonville, KY

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Mount Vernon, IN

UnscoredInsufficient · 3
$5,500157,463 mi

Comparison: 3 similar vehicles

Mount Vernon, IN

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Madisonville, KY

UnscoredLimited · 8
$5,600130,822 mi

Comparison: 8 similar vehicles

Madisonville, KY

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Evansville, IN

UnscoredInsufficient · 3
$5,745131,611 mi

Comparison: 3 similar vehicles

Evansville, IN

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Evansville, IN

UnscoredInsufficient · 0
$5,884114,573 mi

Evansville, IN

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Madisonville, KY

UnscoredInsufficient · 4
$5,900125,082 mi

Comparison: 4 similar vehicles

Madisonville, KY

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Russellville, KY

UnscoredLimited · 5
$5,900190,901 mi

Comparison: 5 similar vehicles

Russellville, KY

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Russellville, KY

UnscoredModerate · 26
$5,900192,760 mi

Comparison: 26 similar vehicles

Russellville, KY

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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