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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

696 listings found

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Cameron, MO

UnscoredLimited · 16
$1,950300,000 mi

Comparison: 16 similar vehicles

Cameron, MO

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Cameron, MO

UnscoredInsufficient · 0
$2,950196,468 mi

Cameron, MO

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Cameron, MO

UnscoredInsufficient · 0
$3,250222,502 mi

Cameron, MO

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Cameron, MO

UnscoredLimited · 6
$3,450189,165 mi

Comparison: 6 similar vehicles

Cameron, MO

2011 Mazda CX-9 Grand Touring

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

2011 Mazda CX-9 Grand Touring

Lexington, MO

UnscoredLimited · 16
$3,500179,267 mi

Comparison: 16 similar vehicles

Lexington, MO

2013 Ford Escape SE

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

2013 Ford Escape SE

Lexington, MO

UnscoredInsufficient · 4
$3,800158,098 mi

Comparison: 4 similar vehicles

Lexington, MO

2008 Mazda CX-7 Sport

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

2008 Mazda CX-7 Sport

Lexington, MO

UnscoredInsufficient · 0
$3,850181,000 mi

Lexington, MO

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Lexington, MO

UnscoredInsufficient · 4
$3,900186,382 mi

Comparison: 4 similar vehicles

Lexington, MO

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Cameron, MO

UnscoredLimited · 9
$3,950154,389 mi

Comparison: 9 similar vehicles

Cameron, MO

2006 Pontiac Torrent Base

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

2006 Pontiac Torrent Base

Chillicothe, MO

UnscoredInsufficient · 3
$3,950171,000 mi

Comparison: 3 similar vehicles

Chillicothe, MO

2017 Chevrolet Traverse Premier

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

2017 Chevrolet Traverse Premier

Marceline, MO

UnscoredLimited · 8
$3,995246,990 mi

Comparison: 8 similar vehicles

Marceline, MO

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Lexington, MO

UnscoredLimited · 10
$4,000178,835 mi

Comparison: 10 similar vehicles

Lexington, MO

2011 Land Rover LR4 Base

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

2011 Land Rover LR4 Base

Lexington, MO

UnscoredInsufficient · 0
$4,000254,357 mi

Lexington, MO

2005 Nissan Pathfinder LE

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

2005 Nissan Pathfinder LE

Lexington, MO

UnscoredInsufficient · 0
$4,000177,078 mi

Lexington, MO

2012 Mazda CX-9 Grand Touring

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

2012 Mazda CX-9 Grand Touring

Lexington, MO

UnscoredInsufficient · 0
$4,500221,987 mi

Lexington, MO

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Lexington, MO

UnscoredLimited · 12
$4,500169,135 mi

Comparison: 12 similar vehicles

Lexington, MO

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Lexington, MO

UnscoredInsufficient · 3
$4,500175,650 mi

Comparison: 3 similar vehicles

Lexington, MO

2004 Volvo XC90 Base

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

2004 Volvo XC90 Base

Lexington, MO

UnscoredInsufficient · 0
$4,500215,365 mi

Lexington, MO

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Lexington, MO

UnscoredModerate · 26
$4,800196,948 mi

Comparison: 26 similar vehicles

Lexington, MO

2012 Dodge Durango Citadel

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

2012 Dodge Durango Citadel

Lexington, MO

UnscoredInsufficient · 0
$5,000193,555 mi

Lexington, MO

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Keytesville, MO

UnscoredInsufficient · 0
$5,000151,557 mi

Keytesville, MO

2014 Nissan JUKE SL

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

2014 Nissan JUKE SL

Lexington, MO

UnscoredInsufficient · 0
$5,300166,713 mi

Lexington, MO

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Lexington, MO

UnscoredLimited · 9
$5,500108,563 mi

Comparison: 9 similar vehicles

Lexington, MO

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Cameron, MO

UnscoredLimited · 9
$5,500155,000 mi

Comparison: 9 similar vehicles

Cameron, MO

2016 Ford Escape SE

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

2016 Ford Escape SE

Lexington, MO

UnscoredLimited · 9
$5,900108,713 mi

Comparison: 9 similar vehicles

Lexington, MO

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Cameron, MO

UnscoredLimited · 5
$5,950230,000 mi

Comparison: 5 similar vehicles

Cameron, MO

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

Kidder, MO

UnscoredLimited · 11
$5,950131,191 mi

Comparison: 11 similar vehicles

Kidder, MO

2010 Mercury Mariner Premier

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

2010 Mercury Mariner Premier

Slater, MO

UnscoredInsufficient · 0
$5,998183,178 mi

Slater, MO

2018 Ford Ecosport Titanium

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

2018 Ford Ecosport Titanium

Lexington, MO

UnscoredInsufficient · 0
$6,500190,101 mi

Lexington, MO

2017 Ford Escape SE

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

2017 Ford Escape SE

Lexington, MO

Fair PriceLimited · 13
$6,50085,383 mi

Market: $6,950 – $14,544

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 52 days listed (based on current market benchmarks)

Lexington, MO

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Lexington, MO

Fair PriceModerate · 23
$6,500111,205 mi

Market: $5,750 – $11,294

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 532 days listed (based on current market benchmarks)

Lexington, MO

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Lawson, MO

UnscoredLimited · 8
$6,500234,964 mi

Comparison: 8 similar vehicles

Lawson, MO

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Lexington, MO

UnscoredLimited · 6
$6,500107,589 mi

Comparison: 6 similar vehicles

Lexington, MO

2009 Audi Q7 Premium

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

2009 Audi Q7 Premium

Lexington, MO

UnscoredInsufficient · 0
$6,500154,756 mi

Lexington, MO

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Lawson, MO

UnscoredInsufficient · 3
$6,500353,122 mi

Comparison: 3 similar vehicles

Lawson, MO

2014 Nissan Murano SL

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

2014 Nissan Murano SL

Lexington, MO

UnscoredInsufficient · 3
$6,600155,944 mi

Comparison: 3 similar vehicles

Lexington, MO

2013 INFINITI JX Base

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

2013 INFINITI JX Base

Excelsior Springs, MO

UnscoredLimited · 5
$6,700135,790 mi

Comparison: 5 similar vehicles

Excelsior Springs, MO

2019 INFINITI QX60 PURE

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

2019 INFINITI QX60 PURE

Lexington, MO

UnscoredLimited · 7
$6,900180,699 mi

Comparison: 7 similar vehicles

Lexington, MO

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Chillicothe, MO

UnscoredModerate · 34
$6,950232,313 mi

Comparison: 34 similar vehicles

Chillicothe, MO

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Kidder, MO

UnscoredRobust · 51
$6,950165,318 mi

Comparison: 51 similar vehicles

Kidder, MO

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Cameron, MO

UnscoredLimited · 5
$6,950190,763 mi

Comparison: 5 similar vehicles

Cameron, MO

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Cameron, MO

UnscoredLimited · 5
$6,950118,000 mi

Comparison: 5 similar vehicles

Cameron, MO

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Cameron, MO

UnscoredInsufficient · 3
$6,995143,925 mi

Comparison: 3 similar vehicles

Cameron, MO

2002 Toyota Sequoia SR5

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

2002 Toyota Sequoia SR5

Slater, MO

UnscoredInsufficient · 0
$6,995237,136 mi

Slater, MO

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Hamilton, MO

UnscoredLimited · 8
$6,998200,397 mi

Comparison: 8 similar vehicles

Hamilton, MO

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Slater, MO

UnscoredInsufficient · 0
$6,998154,774 mi

Slater, MO

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Excelsior Springs, MO

OverpricedLimited · 17
$6,999180,000 mi

Market: $3,495 – $5,995

Comparison: 17 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Excelsior Springs, MO

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Excelsior Springs, MO

UnscoredLimited · 6
$7,20073,888 mi

Comparison: 6 similar vehicles

Excelsior Springs, MO

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Cameron, MO

UnscoredLimited · 5
$7,500119,000 mi

Comparison: 5 similar vehicles

Cameron, MO

2016 Volkswagen Tiguan SE

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

2016 Volkswagen Tiguan SE

Lawson, MO

UnscoredInsufficient · 3
$7,900106,300 mi

Comparison: 3 similar vehicles

Lawson, MO

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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