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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

16,189 listings found

2005 Dodge Grand Caravan SE

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

2005 Dodge Grand Caravan SE

Nampa, ID

UnscoredInsufficient · 0
$1,500257,690 mi

Nampa, ID

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

Nampa, ID

UnscoredInsufficient · 0
$1,995228,743 mi

Nampa, ID

2006 Chevrolet Malibu Maxx LT

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

2006 Chevrolet Malibu Maxx LT

Nampa, ID

UnscoredInsufficient · 0
$2,000228,490 mi

Nampa, ID

1992 Buick LeSabre

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

1992 Buick LeSabre

Ontario, OR

UnscoredInsufficient · 0
$2,010Mileage not verified

Ontario, OR

2004 Kia Sorento LX

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

2004 Kia Sorento LX

Nampa, ID

UnscoredInsufficient · 0
$2,250145,829 mi

Nampa, ID

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Fruitland, ID

UnscoredInsufficient · 0
$2,495235,474 mi

Fruitland, ID

2009 Subaru Impreza 2.5i

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

2009 Subaru Impreza 2.5i

Boise, ID

UnscoredInsufficient · 0
$2,495224,016 mi

Boise, ID

2002 Mercedes-Benz M-Class ML500

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

2002 Mercedes-Benz M-Class ML500

Boise, ID

UnscoredInsufficient · 0
$2,495178,002 mi

Boise, ID

2002 Subaru Outback H6

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

2002 Subaru Outback H6

Boise, ID

UnscoredInsufficient · 0
$2,495269,946 mi

Boise, ID

2001 Toyota Sequoia Limited

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

2001 Toyota Sequoia Limited

Boise, ID

UnscoredInsufficient · 0
$2,495302,650 mi

Boise, ID

2004 Ford F-150 Heritage XL

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

2004 Ford F-150 Heritage XL

Boise, ID

UnscoredInsufficient · 0
$2,500260,916 mi

Boise, ID

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Nampa, ID

UnscoredInsufficient · 0
$2,750195,099 mi

Nampa, ID

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Mountain Home, ID

UnscoredInsufficient · 0
$2,900230,183 mi

Mountain Home, ID

1990 Mercedes-Benz 300

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

1990 Mercedes-Benz 300

Mountain Home, ID

UnscoredInsufficient · 0
$2,900190,306 mi

Mountain Home, ID

2009 Volvo XC90 3.2

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

2009 Volvo XC90 3.2

Meridian, ID

UnscoredInsufficient · 0
$2,950151,694 mi

Meridian, ID

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Meridian, ID

UnscoredInsufficient · 0
$2,950215,072 mi

Meridian, ID

2007 Volkswagen Jetta 2.5

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

2007 Volkswagen Jetta 2.5

Boise, ID

Salvage title
$2,991167,398 mi

Boise, ID

2001 Buick Century Custom

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

2001 Buick Century Custom

Boise, ID

UnscoredInsufficient · 0
$2,995124,415 mi

Boise, ID

1998 Ford Expedition EDDIE BAUER

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

1998 Ford Expedition EDDIE BAUER

Nampa, ID

UnscoredInsufficient · 0
$3,000214,305 mi

Nampa, ID

1998 Ford Explorer EDDIE BAUER

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

1998 Ford Explorer EDDIE BAUER

Garden City, ID

UnscoredInsufficient · 0
$3,000211,766 mi

Garden City, ID

2016 Dodge Grand Caravan SE Plus

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

2016 Dodge Grand Caravan SE Plus

Nampa, ID

UnscoredInsufficient · 0
$3,199161,181 mi

Nampa, ID

2007 Chevrolet Malibu LS

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

2007 Chevrolet Malibu LS

Nampa, ID

UnscoredInsufficient · 0
$3,200173,440 mi

Nampa, ID

2007 Nissan Murano S

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

2007 Nissan Murano S

Nampa, ID

UnscoredInsufficient · 0
$3,250186,955 mi

Nampa, ID

2002 Chevrolet Blazer LS

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

2002 Chevrolet Blazer LS

Nampa, ID

UnscoredInsufficient · 0
$3,250184,650 mi

Nampa, ID

1997 Volvo 850

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

1997 Volvo 850

Ontario, OR

UnscoredInsufficient · 0
$3,265119,935 mi

Ontario, OR

2010 GMC Terrain SLT-2

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

2010 GMC Terrain SLT-2

Boise, ID

UnscoredInsufficient · 0
$3,295168,624 mi

Boise, ID

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Boise, ID

UnscoredInsufficient · 0
$3,495269,118 mi

Boise, ID

2007 Nissan Murano SE

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

2007 Nissan Murano SE

Boise, ID

UnscoredInsufficient · 0
$3,495170,643 mi

Boise, ID

2006 Honda Accord VP

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

2006 Honda Accord VP

Kuna, ID

UnscoredInsufficient · 0
$3,495217,923 mi

Kuna, ID

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Boise, ID

UnscoredInsufficient · 0
$3,495133,566 mi

Boise, ID

1999 Lincoln Navigator Base

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

1999 Lincoln Navigator Base

Nampa, ID

UnscoredInsufficient · 0
$3,495204,000 mi

Nampa, ID

2012 Ford Focus SE

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

2012 Ford Focus SE

Nampa, ID

UnscoredInsufficient · 4
$3,500187,698 mi

Comparison: 4 similar vehicles

Nampa, ID

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Nampa, ID

UnscoredInsufficient · 0
$3,500159,706 mi

Nampa, ID

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Nampa, ID

UnscoredInsufficient · 3
$3,500192,539 mi

Comparison: 3 similar vehicles

Nampa, ID

2005 Acura MDX Base

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

2005 Acura MDX Base

Nampa, ID

UnscoredInsufficient · 0
$3,500213,537 mi

Nampa, ID

2000 Oldsmobile Intrigue GX

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

2000 Oldsmobile Intrigue GX

Mountain Home, ID

UnscoredInsufficient · 0
$3,500207,767 mi

Mountain Home, ID

1999 Oldsmobile Intrigue GL

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

1999 Oldsmobile Intrigue GL

Mountain Home, ID

UnscoredInsufficient · 0
$3,500188,672 mi

Mountain Home, ID

1993 Honda Civic

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

1993 Honda Civic

Kuna, ID

UnscoredInsufficient · 0
$3,500139,227 mi

Kuna, ID

2013 Kia Soul Base

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

2013 Kia Soul Base

Nampa, ID

UnscoredInsufficient · 0
$3,595157,573 mi

Nampa, ID

No Photo

2007 Honda Civic HYBRID

Garden City, ID

UnscoredInsufficient · 0
$3,595193,559 mi

Garden City, ID

2004 Dodge Durango Limited

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

2004 Dodge Durango Limited

Nampa, ID

UnscoredInsufficient · 0
$3,696132,453 mi

Nampa, ID

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Nampa, ID

UnscoredInsufficient · 0
$3,753188,825 mi

Nampa, ID

2008 Acura MDX Sport and Entertainment Package

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

2008 Acura MDX Sport and Entertainment Package

Nampa, ID

UnscoredInsufficient · 0
$3,795174,906 mi

Nampa, ID

2007 Volkswagen Passat 2.0T

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

2007 Volkswagen Passat 2.0T

Nampa, ID

UnscoredInsufficient · 0
$3,795117,521 mi

Nampa, ID

2007 Nissan Altima S

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

2007 Nissan Altima S

Mountain Home, ID

UnscoredInsufficient · 0
$3,900125,807 mi

Mountain Home, ID

2005 Nissan Titan SE

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

2005 Nissan Titan SE

Boise, ID

UnscoredInsufficient · 0
$3,900150,612 mi

Boise, ID

1997 Ford F-150

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

1997 Ford F-150

Mountain Home, ID

UnscoredInsufficient · 0
$3,900286,957 mi

Mountain Home, ID

1996 GMC Sierra

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

1996 GMC Sierra

Mountain Home, ID

UnscoredInsufficient · 0
$3,900252,476 mi

Mountain Home, ID

1987 Mercedes-Benz 420

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

1987 Mercedes-Benz 420

Mountain Home, ID

UnscoredInsufficient · 0
$3,900190,880 mi

Mountain Home, ID

1986 Ford Mustang

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

1986 Ford Mustang

Mountain Home, ID

UnscoredInsufficient · 0
$3,900124,384 mi

Mountain Home, ID

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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