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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

5,084 listings found

2003 Hyundai Santa Fe GLS

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

2003 Hyundai Santa Fe GLS

Osage Beach, MO

UnscoredInsufficient · 0
$1,999200,100 mi

Osage Beach, MO

2010 Mazda Tribute i Sport

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

2010 Mazda Tribute i Sport

Columbia, MO

UnscoredInsufficient · 0
$2,250219,136 mi

Columbia, MO

2009 Chevrolet Traverse 2LT

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

2009 Chevrolet Traverse 2LT

Camdenton, MO

UnscoredInsufficient · 0
$2,995184,000 mi

Camdenton, MO

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Camdenton, MO

UnscoredInsufficient · 0
$2,995196,016 mi

Camdenton, MO

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Osage Beach, MO

UnscoredInsufficient · 0
$2,999354,441 mi

Osage Beach, MO

2006 GMC Envoy SLE

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

2006 GMC Envoy SLE

Versailles, MO

UnscoredInsufficient · 0
$3,000282,910 mi

Versailles, MO

2003 Nissan Pathfinder SE

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

2003 Nissan Pathfinder SE

Columbia, MO

UnscoredInsufficient · 0
$3,400192,113 mi

Columbia, MO

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Camdenton, MO

UnscoredLimited · 8
$3,495180,026 mi

Comparison: 8 similar vehicles

Camdenton, MO

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Camdenton, MO

UnscoredInsufficient · 4
$3,495159,025 mi

Comparison: 4 similar vehicles

Camdenton, MO

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Camdenton, MO

UnscoredLimited · 19
$3,695177,813 mi

Comparison: 19 similar vehicles

Camdenton, MO

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Camdenton, MO

UnscoredLimited · 6
$3,695166,651 mi

Comparison: 6 similar vehicles

Camdenton, MO

2006 Chevrolet Equinox LS

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

2006 Chevrolet Equinox LS

Sedalia, MO

UnscoredLimited · 14
$3,990193,609 mi

Comparison: 14 similar vehicles

Sedalia, MO

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Mexico, MO

UnscoredLimited · 5
$3,995154,717 mi

Comparison: 5 similar vehicles

Mexico, MO

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Camdenton, MO

UnscoredLimited · 6
$3,995186,441 mi

Comparison: 6 similar vehicles

Camdenton, MO

2013 Buick Enclave Convenience

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

2013 Buick Enclave Convenience

Camdenton, MO

UnscoredInsufficient · 0
$3,995165,620 mi

Camdenton, MO

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Sedalia, MO

UnscoredInsufficient · 0
$3,995248,822 mi

Sedalia, MO

2004 Ford Escape XLT

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

2004 Ford Escape XLT

Osage Beach, MO

UnscoredModerate · 21
$3,999233,901 mi

Comparison: 21 similar vehicles

Osage Beach, MO

2003 Mazda Tribute ES

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

2003 Mazda Tribute ES

Osage Beach, MO

UnscoredInsufficient · 0
$3,999230,632 mi

Osage Beach, MO

2014 Nissan Rogue SV

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

2014 Nissan Rogue SV

Osage Beach, MO

UnscoredLimited · 10
$4,000264,112 mi

Comparison: 10 similar vehicles

Osage Beach, MO

2006 Mercury Mountaineer Premier

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

2006 Mercury Mountaineer Premier

Jefferson City, MO

UnscoredInsufficient · 0
$4,400229,000 mi

Jefferson City, MO

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Jefferson City, MO

UnscoredModerate · 21
$4,450214,000 mi

Comparison: 21 similar vehicles

Jefferson City, MO

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Osage Beach, MO

UnscoredInsufficient · 0
$4,450159,148 mi

Osage Beach, MO

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Sedalia, MO

UnscoredLimited · 18
$4,500190,140 mi

Comparison: 18 similar vehicles

Sedalia, MO

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Osage Beach, MO

UnscoredLimited · 6
$4,880195,931 mi

Comparison: 6 similar vehicles

Osage Beach, MO

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Jefferson City, MO

UnscoredLimited · 5
$4,950208,000 mi

Comparison: 5 similar vehicles

Jefferson City, MO

2011 Mazda CX-9 Touring

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

2011 Mazda CX-9 Touring

Osage Beach, MO

UnscoredInsufficient · 0
$4,999271,814 mi

Osage Beach, MO

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Osage Beach, MO

UnscoredInsufficient · 0
$4,999242,238 mi

Osage Beach, MO

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Mexico, MO

UnscoredInsufficient · 0
$5,000167,258 mi

Mexico, MO

2013 Ford Escape SE

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

2013 Ford Escape SE

Columbia, MO

UnscoredModerate · 21
$5,238157,370 mi

Comparison: 21 similar vehicles

Columbia, 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

Columbia, MO

UnscoredInsufficient · 3
$5,399177,994 mi

Comparison: 3 similar vehicles

Columbia, MO

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Columbia, MO

UnscoredLimited · 5
$5,400153,132 mi

Comparison: 5 similar vehicles

Columbia, MO

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Columbia, MO

UnscoredInsufficient · 0
$5,500122,197 mi

Columbia, MO

2006 Toyota Sequoia Limited

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

2006 Toyota Sequoia Limited

Columbia, MO

UnscoredInsufficient · 0
$5,500287,253 mi

Columbia, MO

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Marshall, MO

UnscoredModerate · 40
$5,600164,768 mi

Comparison: 40 similar vehicles

Marshall, MO

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Sedalia, MO

UnscoredLimited · 10
$5,780129,223 mi

Comparison: 10 similar vehicles

Sedalia, MO

2009 Chevrolet Suburban LTZ

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

2009 Chevrolet Suburban LTZ

Jefferson City, MO

UnscoredInsufficient · 0
$5,900224,000 mi

Jefferson City, MO

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Columbia, MO

UnscoredModerate · 24
$5,950156,730 mi

Comparison: 24 similar vehicles

Columbia, MO

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Sedalia, MO

UnscoredModerate · 25
$5,980179,370 mi

Comparison: 25 similar vehicles

Sedalia, MO

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Osage Beach, MO

UnscoredLimited · 19
$5,980150,000 mi

Comparison: 19 similar vehicles

Osage Beach, MO

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Kaiser, MO

UnscoredLimited · 15
$5,995238,000 mi

Comparison: 15 similar vehicles

Kaiser, MO

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Camdenton, MO

UnscoredLimited · 5
$5,995115,143 mi

Comparison: 5 similar vehicles

Camdenton, 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

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Osage Beach, MO

UnscoredModerate · 21
$5,999175,000 mi

Comparison: 21 similar vehicles

Osage Beach, MO

2012 Ford Expedition King Ranch

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

2012 Ford Expedition King Ranch

Osage Beach, MO

UnscoredInsufficient · 4
$5,999206,883 mi

Comparison: 4 similar vehicles

Osage Beach, MO

2011 Mercedes-Benz GL-Class GL450

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

2011 Mercedes-Benz GL-Class GL450

Osage Beach, MO

UnscoredInsufficient · 0
$5,999223,596 mi

Osage Beach, MO

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Columbia, MO

UnscoredLimited · 13
$5,999225,686 mi

Comparison: 13 similar vehicles

Columbia, MO

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Sedalia, MO

UnscoredModerate · 23
$6,000179,601 mi

Comparison: 23 similar vehicles

Sedalia, MO

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Sedalia, MO

UnscoredLimited · 15
$6,000168,322 mi

Comparison: 15 similar vehicles

Sedalia, MO

2011 Honda Pilot EX

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

2011 Honda Pilot EX

Columbia, MO

UnscoredInsufficient · 4
$6,000200,162 mi

Comparison: 4 similar vehicles

Columbia, MO

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Sedalia, MO

UnscoredModerate · 25
$6,200191,450 mi

Comparison: 25 similar vehicles

Sedalia, 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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