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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

4,143 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

2006 Scion xB Base

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

2006 Scion xB Base

Camdenton, MO

UnscoredInsufficient · 0
$2,495Mileage not verified

Camdenton, MO

2010 Dodge Grand Caravan SE

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

2010 Dodge Grand Caravan SE

Osage Beach, MO

UnscoredInsufficient · 0
$2,880208,886 mi

Osage Beach, MO

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Osage Beach, MO

UnscoredInsufficient · 0
$2,980Mileage not verified

Osage Beach, MO

2014 Ford Fiesta Titanium

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

2014 Ford Fiesta Titanium

Camdenton, MO

UnscoredInsufficient · 0
$2,995188,387 mi

Camdenton, MO

2010 Ford Fusion Sport

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

2010 Ford Fusion Sport

Camdenton, MO

UnscoredInsufficient · 0
$2,995181,849 mi

Camdenton, MO

2012 Kia Optima Hybrid

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

2012 Kia Optima Hybrid

Osage Beach, MO

UnscoredInsufficient · 0
$2,999174,962 mi

Osage Beach, MO

2006 Ford Escape XLS

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

2006 Ford Escape XLS

Rolla, MO

UnscoredInsufficient · 0
$2,999159,000 mi

Rolla, MO

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Lebanon, MO

Unscored
$3,000273,481 mi

Comparison: 8 similar vehicles

Lebanon, 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

Unscored
$3,495159,025 mi

Comparison: 6 similar vehicles

Camdenton, 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

UnscoredInsufficient · 0
$3,500264,112 mi

Osage Beach, 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

Unscored
$3,695177,813 mi

Comparison: 14 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

UnscoredInsufficient · 4
$3,695166,651 mi

Comparison: 4 similar vehicles

Camdenton, MO

2004 Toyota Sequoia Limited

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

2004 Toyota Sequoia Limited

Lebanon, MO

UnscoredInsufficient · 0
$3,850423,000 mi

Lebanon, MO

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Osage Beach, MO

Unscored
$3,880209,281 mi

Comparison: 14 similar vehicles

Osage Beach, 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

Unscored
$3,995186,441 mi

Comparison: 6 similar vehicles

Camdenton, MO

2008 Mercedes-Benz C-Class C300 Luxury

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

2008 Mercedes-Benz C-Class C300 Luxury

Camdenton, MO

UnscoredInsufficient · 0
$3,995116,913 mi

Camdenton, 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

Unscored
$3,999233,901 mi

Comparison: 5 similar vehicles

Osage Beach, MO

2004 Dodge Intrepid SE

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

2004 Dodge Intrepid SE

Rolla, MO

UnscoredInsufficient · 0
$3,999117,170 mi

Rolla, MO

1998 Chevrolet K1500

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

1998 Chevrolet K1500

Osage Beach, MO

UnscoredInsufficient · 0
$3,999224,948 mi

Osage Beach, MO

1998 Honda CR-V LX

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

1998 Honda CR-V LX

Eldon, MO

UnscoredInsufficient · 0
$3,999194,602 mi

Eldon, MO

2000 Pontiac Firebird Base

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

2000 Pontiac Firebird Base

Lebanon, MO

UnscoredInsufficient · 0
$4,000176,749 mi

Lebanon, MO

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Lebanon, MO

UnscoredInsufficient · 0
$4,200141,000 mi

Lebanon, MO

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Lebanon, MO

UnscoredInsufficient · 3
$4,300179,635 mi

Comparison: 3 similar vehicles

Lebanon, MO

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Macks Creek, MO

UnscoredInsufficient · 0
$4,300221,237 mi

Macks Creek, MO

2010 Scion tC

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

2010 Scion tC

Osage Beach, MO

UnscoredInsufficient · 0
$4,450191,668 mi

Osage Beach, MO

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Osage Beach, MO

UnscoredInsufficient · 0
$4,450175,001 mi

Osage Beach, MO

2005 Pontiac Grand Prix

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

2005 Pontiac Grand Prix

Osage Beach, MO

UnscoredInsufficient · 0
$4,450200,098 mi

Osage Beach, 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

2012 Dodge Grand Caravan Crew

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

2012 Dodge Grand Caravan Crew

Rolla, MO

UnscoredInsufficient · 0
$4,500200,788 mi

Rolla, MO

2017 Ford Escape S

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

2017 Ford Escape S

Belle, MO

Unscored
$4,799208,305 mi

Comparison: 11 similar vehicles

Belle, MO

1999 Ford Ranger XLT

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

1999 Ford Ranger XLT

Cabool, MO

UnscoredInsufficient · 0
$4,800242,000 mi

Cabool, 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

Unscored
$4,880195,931 mi

Comparison: 5 similar vehicles

Osage Beach, MO

2005 Chrysler 300 C

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

2005 Chrysler 300 C

Osage Beach, MO

UnscoredInsufficient · 0
$4,880192,925 mi

Osage Beach, MO

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Rolla, MO

Unscored
$4,900227,197 mi

Comparison: 27 similar vehicles

Rolla, MO

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Marshfield, MO

Unscored
$4,900129,341 mi

Comparison: 8 similar vehicles

Marshfield, MO

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Marshfield, MO

UnscoredInsufficient · 0
$4,900289,934 mi

Marshfield, MO

1997 Ford Expedition

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

1997 Ford Expedition

Mountain Grove, MO

UnscoredInsufficient · 0
$4,900179,001 mi

Mountain Grove, MO

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Lake Ozark, MO

UnscoredInsufficient · 3
$4,995147,755 mi

Comparison: 3 similar vehicles

Lake Ozark, MO

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Osage Beach, MO

Unscored
$4,998202,148 mi

Comparison: 7 similar vehicles

Osage Beach, MO

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Osage Beach, MO

Unscored
$4,999289,682 mi

Comparison: 18 similar vehicles

Osage Beach, MO

2008 Toyota Camry Solara Sport

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

2008 Toyota Camry Solara Sport

Osage Beach, MO

UnscoredInsufficient · 0
$4,999252,320 mi

Osage Beach, MO

2008 Scion xD Base

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

2008 Scion xD Base

Osage Beach, MO

UnscoredInsufficient · 0
$4,999234,301 mi

Osage Beach, MO

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Osage Beach, MO

Unscored
$4,999249,459 mi

Comparison: 16 similar vehicles

Osage Beach, MO

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Osage Beach, MO

Unscored
$4,999200,000 mi

Comparison: 6 similar vehicles

Osage Beach, MO

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Osage Beach, MO

Unscored
$4,999200,100 mi

Comparison: 14 similar vehicles

Osage Beach, MO

2004 Ford F-150 STX

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

2004 Ford F-150 STX

Osage Beach, MO

UnscoredInsufficient · 0
$4,999155,000 mi

Osage Beach, MO

2004 Chevrolet Colorado Z71

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

2004 Chevrolet Colorado Z71

Osage Beach, MO

UnscoredInsufficient · 0
$4,999315,910 mi

Osage Beach, MO

2004 Chevrolet Impala LS

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

2004 Chevrolet Impala LS

Rolla, MO

UnscoredInsufficient · 0
$4,999174,703 mi

Rolla, MO

2003 Ford Mustang Standard

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

2003 Ford Mustang Standard

Osage Beach, MO

UnscoredInsufficient · 3
$4,999Mileage not verified

Comparison: 3 similar vehicles

Osage Beach, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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