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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

4,830 listings found

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

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

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Curryville, MO

UnscoredInsufficient · 0
$3,500182,000 mi

Curryville, MO

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Macon, MO

UnscoredLimited · 6
$3,900223,574 mi

Comparison: 6 similar vehicles

Macon, 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

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Palmyra, MO

UnscoredLimited · 5
$3,995203,649 mi

Comparison: 5 similar vehicles

Palmyra, MO

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Warrenton, MO

UnscoredLimited · 8
$3,999205,000 mi

Comparison: 8 similar vehicles

Warrenton, MO

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Curryville, MO

UnscoredInsufficient · 0
$4,000200,500 mi

Curryville, MO

2006 Honda CR-V EX

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

2006 Honda CR-V EX

Curryville, MO

UnscoredInsufficient · 0
$4,000245,000 mi

Curryville, 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

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

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Macon, MO

UnscoredLimited · 10
$4,995188,403 mi

Comparison: 10 similar vehicles

Macon, MO

2006 Jeep Liberty Renegade

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

2006 Jeep Liberty Renegade

Elsberry, MO

UnscoredInsufficient · 0
$4,995180,767 mi

Elsberry, 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

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Elsberry, MO

UnscoredInsufficient · 3
$5,495155,175 mi

Comparison: 3 similar vehicles

Elsberry, 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

2003 Jeep Wrangler X

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

2003 Jeep Wrangler X

Mexico, MO

UnscoredInsufficient · 0
$5,500Mileage not verified

Mexico, MO

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Vandalia, MO

UnscoredModerate · 36
$5,650132,372 mi

Comparison: 36 similar vehicles

Vandalia, 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

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Mexico, MO

UnscoredLimited · 10
$5,995176,631 mi

Comparison: 10 similar vehicles

Mexico, MO

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Mexico, MO

UnscoredModerate · 31
$5,995178,222 mi

Comparison: 31 similar vehicles

Mexico, 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

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

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Silex, MO

UnscoredLimited · 6
$6,250152,640 mi

Comparison: 6 similar vehicles

Silex, MO

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Columbia, MO

UnscoredLimited · 11
$6,300159,907 mi

Comparison: 11 similar vehicles

Columbia, MO

2016 Jeep Patriot Sport SE

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

2016 Jeep Patriot Sport SE

Elsberry, MO

UnscoredInsufficient · 3
$6,495132,905 mi

Comparison: 3 similar vehicles

Elsberry, MO

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Macon, MO

UnscoredLimited · 6
$6,495184,402 mi

Comparison: 6 similar vehicles

Macon, MO

2014 Kia Sportage LX

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

2014 Kia Sportage LX

Columbia, MO

UnscoredLimited · 11
$6,500133,200 mi

Comparison: 11 similar vehicles

Columbia, MO

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Columbia, MO

UnscoredLimited · 7
$6,800147,131 mi

Comparison: 7 similar vehicles

Columbia, MO

2013 Jeep Patriot Limited

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

2013 Jeep Patriot Limited

Columbia, MO

UnscoredInsufficient · 3
$6,850108,235 mi

Comparison: 3 similar vehicles

Columbia, MO

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Jefferson City, MO

UnscoredLimited · 15
$6,950183,000 mi

Comparison: 15 similar vehicles

Jefferson City, MO

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Jefferson City, MO

UnscoredLimited · 17
$6,950123,000 mi

Comparison: 17 similar vehicles

Jefferson City, MO

2018 Ford Escape SE

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

2018 Ford Escape SE

Jefferson City, MO

UnscoredLimited · 7
$6,988145,173 mi

Comparison: 7 similar vehicles

Jefferson City, MO

2016 Ford Escape SE

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

2016 Ford Escape SE

Elsberry, MO

UnscoredLimited · 10
$6,995143,808 mi

Comparison: 10 similar vehicles

Elsberry, MO

2014 Ford Escape S

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

2014 Ford Escape S

Palmyra, MO

UnscoredLimited · 14
$6,995150,600 mi

Comparison: 14 similar vehicles

Palmyra, MO

2014 Ford Escape SE

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

2014 Ford Escape SE

Mexico, MO

UnscoredRobust · 73
$6,995181,735 mi

Comparison: 73 similar vehicles

Mexico, MO

2012 Cadillac SRX Performance Collection

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

2012 Cadillac SRX Performance Collection

Elsberry, MO

UnscoredInsufficient · 4
$6,995144,957 mi

Comparison: 4 similar vehicles

Elsberry, MO

2008 Chrysler Aspen Limited

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

2008 Chrysler Aspen Limited

Whiteside, MO

UnscoredInsufficient · 0
$6,995154,080 mi

Whiteside, MO

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Columbia, MO

UnscoredLimited · 7
$6,999198,149 mi

Comparison: 7 similar vehicles

Columbia, MO

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Columbia, MO

UnscoredLimited · 12
$6,999201,763 mi

Comparison: 12 similar vehicles

Columbia, MO

1998 Jeep Grand Cherokee LIMITED

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

1998 Jeep Grand Cherokee LIMITED

Columbia, MO

UnscoredInsufficient · 0
$6,999120,526 mi

Columbia, MO

2010 Ford Escape XLS

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

2010 Ford Escape XLS

Jefferson City, MO

UnscoredInsufficient · 0
$7,495153,491 mi

Jefferson City, MO

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Columbia, MO

UnscoredRobust · 72
$7,500154,371 mi

Comparison: 72 similar vehicles

Columbia, MO

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Macon, MO

UnscoredModerate · 45
$7,500149,395 mi

Comparison: 45 similar vehicles

Macon, 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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