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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

44,654 listings found

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Leavenworth, KS

Unscored
$1,600Mileage not verified

Comparison: 6 similar vehicles

Leavenworth, KS

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Grandview, MO

UnscoredInsufficient · 0
$1,799185,575 mi

Grandview, MO

2000 Ford Taurus SE

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

2000 Ford Taurus SE

Oak Grove, MO

UnscoredInsufficient · 0
$1,950220,172 mi

Oak Grove, MO

2011 Nissan Altima S

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

2011 Nissan Altima S

Blue Springs, MO

Unscored
$1,995171,760 mi

Comparison: 13 similar vehicles

Blue Springs, MO

2009 Nissan Altima S

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

2009 Nissan Altima S

Blue Springs, MO

Unscored
$1,995240,758 mi

Comparison: 12 similar vehicles

Blue Springs, MO

2005 Chrysler Town & Country LX

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

2005 Chrysler Town & Country LX

Bonner Springs, KS

UnscoredInsufficient · 0
$1,995196,819 mi

Bonner Springs, KS

No Photo

2004 Chrysler Sebring LXI

Kansas City, MO

UnscoredInsufficient · 0
$2,000158,806 mi

Kansas City, MO

2006 Kia Sedona EX

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

2006 Kia Sedona EX

Kansas City, MO

UnscoredInsufficient · 0
$2,300277,000 mi

Kansas City, MO

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Northmoor, MO

Unscored
$2,450168,115 mi

Comparison: 6 similar vehicles

Northmoor, MO

2006 Chevrolet Monte Carlo LT

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

2006 Chevrolet Monte Carlo LT

Kansas City, KS

UnscoredInsufficient · 0
$2,450314,515 mi

Kansas City, KS

2002 Ford Escape XLT Choice

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

2002 Ford Escape XLT Choice

Kansas City, KS

UnscoredInsufficient · 0
$2,450309,113 mi

Kansas City, KS

2002 Jeep Grand Cherokee LAREDO

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

2002 Jeep Grand Cherokee LAREDO

Liberty, MO

UnscoredInsufficient · 0
$2,495221,861 mi

Liberty, MO

1998 Honda Accord EX

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

1998 Honda Accord EX

Independence, MO

UnscoredInsufficient · 0
$2,497189,684 mi

Independence, MO

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Kansas City, KS

Unscored
$2,500Mileage not verified

Comparison: 7 similar vehicles

Kansas City, KS

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Kansas City, KS

Unscored
$2,500Mileage not verified

Comparison: 13 similar vehicles

Kansas City, KS

2015 Nissan Versa Note S Plus

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

2015 Nissan Versa Note S Plus

Independence, MO

Unscored
$2,500146,159 mi

Comparison: 7 similar vehicles

Independence, MO

2008 Pontiac G6

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

2008 Pontiac G6

Kansas City, MO

UnscoredInsufficient · 0
$2,500196,566 mi

Kansas City, MO

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Kansas City, MO

Unscored
$2,500301,000 mi

Comparison: 8 similar vehicles

Kansas City, MO

2008 Toyota Camry SE

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

2008 Toyota Camry SE

Kansas City, MO

UnscoredInsufficient · 0
$2,500240,830 mi

Kansas City, MO

No Photo

2005 Chevrolet Cobalt LS

Kansas City, MO

Unscored
$2,500104,510 mi

Comparison: 8 similar vehicles

Kansas City, MO

No Photo

2004 Saturn ION 2

Kansas City, MO

UnscoredInsufficient · 0
$2,500151,360 mi

Kansas City, MO

No Photo

2004 Toyota Highlander Base

Kansas City, MO

Unscored
$2,500188,361 mi

Comparison: 10 similar vehicles

Kansas City, MO

2003 Jeep Liberty LIMITED

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

2003 Jeep Liberty LIMITED

Kansas City, MO

Unscored
$2,500298,000 mi

Comparison: 5 similar vehicles

Kansas City, MO

No Photo

2002 Ford F-150 XL

Kansas City, MO

UnscoredInsufficient · 4
$2,500237,638 mi

Comparison: 4 similar vehicles

Kansas City, MO

2002 Pontiac Grand Prix GT

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

2002 Pontiac Grand Prix GT

Kansas City, MO

UnscoredInsufficient · 0
$2,500161,000 mi

Kansas City, MO

No Photo

2002 Toyota Highlander Limited

Kansas City, MO

UnscoredInsufficient · 0
$2,500220,553 mi

Kansas City, MO

2007 Dodge Dakota SLT

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

2007 Dodge Dakota SLT

Kansas City, MO

UnscoredInsufficient · 3
$2,700254,000 mi

Comparison: 3 similar vehicles

Kansas City, MO

2004 Acura MDX Base

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

2004 Acura MDX Base

Kansas City, MO

UnscoredInsufficient · 0
$2,700199,000 mi

Kansas City, MO

2004 Buick Rendezvous CX

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

2004 Buick Rendezvous CX

Kansas City, MO

UnscoredInsufficient · 0
$2,700227,886 mi

Kansas City, MO

2003 Chevrolet TrailBlazer LS

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

2003 Chevrolet TrailBlazer LS

Belton, MO

UnscoredInsufficient · 0
$2,794220,971 mi

Belton, MO

2010 Honda Civic LX

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

2010 Honda Civic LX

Kansas City, MO

Unscored
$2,800247,908 mi

Comparison: 7 similar vehicles

Kansas City, MO

2005 Chrysler Sebring Limited

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

2005 Chrysler Sebring Limited

Oak Grove, MO

UnscoredInsufficient · 4
$2,850113,854 mi

Comparison: 4 similar vehicles

Oak Grove, MO

2005 Ford Expedition XLT Sport

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

2005 Ford Expedition XLT Sport

Raytown, MO

UnscoredInsufficient · 0
$2,915187,593 mi

Raytown, MO

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Northmoor, MO

Unscored
$2,950180,042 mi

Comparison: 6 similar vehicles

Northmoor, MO

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Northmoor, MO

Unscored
$2,950169,771 mi

Comparison: 10 similar vehicles

Northmoor, MO

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Northmoor, MO

Unscored
$2,950173,545 mi

Comparison: 31 similar vehicles

Northmoor, MO

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Kansas City, KS

UnscoredInsufficient · 0
$2,950182,408 mi

Kansas City, KS

2006 Saab 9-3 2.0T

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

2006 Saab 9-3 2.0T

Kansas City, KS

UnscoredInsufficient · 0
$2,950115,822 mi

Kansas City, KS

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Overland Park, KS

Unscored
$2,950233,075 mi

Comparison: 5 similar vehicles

Overland Park, KS

2003 GMC Sierra 1500 SLE

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

2003 GMC Sierra 1500 SLE

Kansas City, KS

UnscoredInsufficient · 0
$2,950278,430 mi

Kansas City, KS

2003 Mazda Protege LX

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

2003 Mazda Protege LX

Kansas City, KS

UnscoredInsufficient · 0
$2,950166,066 mi

Kansas City, KS

2002 Chevrolet Impala LS

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

2002 Chevrolet Impala LS

Spring Hill, KS

UnscoredInsufficient · 0
$2,950154,101 mi

Spring Hill, KS

2008 Acura TL Base

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

2008 Acura TL Base

Blue Springs, MO

UnscoredInsufficient · 3
$2,995269,546 mi

Comparison: 3 similar vehicles

Blue Springs, MO

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Independence, MO

Unscored
$2,995245,823 mi

Comparison: 12 similar vehicles

Independence, MO

1997 Ford Explorer XLT

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

1997 Ford Explorer XLT

Independence, MO

UnscoredInsufficient · 0
$2,995170,490 mi

Independence, MO

2001 Chevrolet Blazer LT

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

2001 Chevrolet Blazer LT

Shawnee, KS

UnscoredInsufficient · 0
$2,997180,058 mi

Shawnee, KS

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Kansas City, KS

Unscored
$2,999164,552 mi

Comparison: 7 similar vehicles

Kansas City, KS

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

Kansas City, MO

UnscoredInsufficient · 0
$2,999Mileage not verified

Kansas City, MO

2013 Chevrolet Malibu 1LZ

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

2013 Chevrolet Malibu 1LZ

Kansas City, MO

Unscored
$3,000240,625 mi

Comparison: 7 similar vehicles

Kansas City, MO

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Kansas City, MO

Unscored
$3,000208,000 mi

Comparison: 11 similar vehicles

Kansas City, 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.
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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