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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

3,646 listings found

1998 Ford F-150 XL

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

1998 Ford F-150 XL

Spokane Valley, WA

UnscoredInsufficient · 0
$1,295322,634 mi

Spokane Valley, WA

2007 Nissan Murano SE

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

2007 Nissan Murano SE

Spokane Valley, WA

UnscoredInsufficient · 0
$1,995218,231 mi

Spokane Valley, WA

2007 Mercury Mountaineer Base

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

2007 Mercury Mountaineer Base

Spokane Valley, WA

UnscoredInsufficient · 0
$2,295196,434 mi

Spokane Valley, WA

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Spokane Valley, WA

UnscoredInsufficient · 0
$2,495210,235 mi

Spokane Valley, WA

2000 Chevrolet Silverado LT

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

2000 Chevrolet Silverado LT

Spokane Valley, WA

Salvage title
$2,495247,230 mi

Spokane Valley, WA

1997 Jeep Grand Cherokee LAREDO

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

1997 Jeep Grand Cherokee LAREDO

Spokane Valley, WA

UnscoredInsufficient · 0
$2,495328,592 mi

Spokane Valley, WA

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Spokane Valley, WA

UnscoredInsufficient · 0
$2,995193,066 mi

Spokane Valley, WA

2005 Chrysler Pacifica Base

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

2005 Chrysler Pacifica Base

Spokane Valley, WA

UnscoredInsufficient · 0
$2,995153,484 mi

Spokane Valley, WA

1997 Ford Expedition XLT

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

1997 Ford Expedition XLT

Spokane Valley, WA

UnscoredInsufficient · 0
$2,995242,860 mi

Spokane Valley, WA

1995 Pontiac Bonneville

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

1995 Pontiac Bonneville

Spokane Valley, WA

UnscoredInsufficient · 0
$2,995190,773 mi

Spokane Valley, WA

2007 Dodge Durango SLT

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

2007 Dodge Durango SLT

Spokane Valley, WA

UnscoredInsufficient · 0
$2,999251,649 mi

Spokane Valley, WA

2007 Chrysler Town & Country LX

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

2007 Chrysler Town & Country LX

Spokane Valley, WA

UnscoredInsufficient · 0
$2,999179,412 mi

Spokane Valley, WA

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

Spokane Valley, WA

UnscoredInsufficient · 0
$2,999120,115 mi

Spokane Valley, WA

1997 Dodge Grand Caravan SE

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

1997 Dodge Grand Caravan SE

Spokane Valley, WA

UnscoredInsufficient · 0
$2,999152,632 mi

Spokane Valley, WA

2000 Ford Taurus SE

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

2000 Ford Taurus SE

Spokane Valley, WA

UnscoredInsufficient · 0
$3,295102,736 mi

Spokane Valley, WA

2005 INFINITI G35 Base

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

2005 INFINITI G35 Base

Spokane Valley, WA

UnscoredInsufficient · 0
$3,495176,460 mi

Spokane Valley, WA

2004 Toyota Avalon XL

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

2004 Toyota Avalon XL

Spokane Valley, WA

UnscoredInsufficient · 0
$3,495191,360 mi

Spokane Valley, WA

2006 Chevrolet Colorado Work Truck

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

2006 Chevrolet Colorado Work Truck

Spokane Valley, WA

UnscoredInsufficient · 0
$3,650149,253 mi

Spokane Valley, WA

2013 Subaru Impreza 2.0I

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

2013 Subaru Impreza 2.0I

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995190,047 mi

Spokane Valley, WA

2012 Ford Transit Connect XL

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

2012 Ford Transit Connect XL

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995172,589 mi

Spokane Valley, WA

2012 Audi Q5 Premium

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

2012 Audi Q5 Premium

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995196,400 mi

Spokane Valley, WA

2011 Honda Odyssey EX

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

2011 Honda Odyssey EX

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995235,643 mi

Spokane Valley, WA

2010 Ford Escape XLS

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

2010 Ford Escape XLS

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995231,090 mi

Spokane Valley, WA

2010 Volvo XC60 3.2

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

2010 Volvo XC60 3.2

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995161,200 mi

Spokane Valley, WA

2007 Lexus RX 400h

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

2007 Lexus RX 400h

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995233,100 mi

Spokane Valley, WA

2006 Jeep Grand Cherokee Limited

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

2006 Jeep Grand Cherokee Limited

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995181,670 mi

Spokane Valley, WA

2006 BMW X5 3.0i

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

2006 BMW X5 3.0i

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995141,500 mi

Spokane Valley, WA

2006 Toyota Highlander Limited

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

2006 Toyota Highlander Limited

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995283,153 mi

Spokane Valley, WA

2004 GMC Yukon Denali

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

2004 GMC Yukon Denali

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995292,068 mi

Spokane Valley, WA

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995213,074 mi

Spokane Valley, WA

2002 Chevrolet Blazer LS

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

2002 Chevrolet Blazer LS

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995190,766 mi

Spokane Valley, WA

2001 Ford F-350

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

2001 Ford F-350

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995163,753 mi

Spokane Valley, WA

2001 Dodge Grand Caravan Sport

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

2001 Dodge Grand Caravan Sport

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995160,231 mi

Spokane Valley, WA

1996 Chevrolet Suburban

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

1996 Chevrolet Suburban

Spokane Valley, WA

UnscoredInsufficient · 0
$3,995263,118 mi

Spokane Valley, WA

2018 Nissan Altima S

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

2018 Nissan Altima S

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999193,099 mi

Spokane Valley, WA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Spokane Valley, WA

UnscoredInsufficient · 3
$3,999274,226 mi

Comparison: 3 similar vehicles

Spokane Valley, WA

2012 Chevrolet Malibu 1LZ

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

2012 Chevrolet Malibu 1LZ

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999159,587 mi

Spokane Valley, WA

2009 Hyundai Accent GS

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

2009 Hyundai Accent GS

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999112,918 mi

Spokane Valley, WA

2007 Mitsubishi Endeavor LS

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

2007 Mitsubishi Endeavor LS

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999209,393 mi

Spokane Valley, WA

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999192,499 mi

Spokane Valley, WA

2006 Hyundai Santa Fe GLS

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

2006 Hyundai Santa Fe GLS

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999172,054 mi

Spokane Valley, WA

2006 Hyundai Elantra Limited

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

2006 Hyundai Elantra Limited

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999143,021 mi

Spokane Valley, WA

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999150,724 mi

Spokane Valley, WA

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999181,071 mi

Spokane Valley, WA

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Spokane Valley, WA

UnscoredInsufficient · 0
$3,999173,795 mi

Spokane Valley, WA

1994 Ford Mustang

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

1994 Ford Mustang

Spokane Valley, WA

UnscoredInsufficient · 0
$4,000175,847 mi

Spokane Valley, WA

2004 Ford Freestar Limited

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

2004 Ford Freestar Limited

Spokane Valley, WA

UnscoredInsufficient · 0
$4,397Mileage not verified

Spokane Valley, WA

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Spokane Valley, WA

UnscoredInsufficient · 0
$4,495249,334 mi

Spokane Valley, WA

No Photo

2008 Volvo C30 2.0

Spokane Valley, WA

UnscoredInsufficient · 0
$4,497125,180 mi

Spokane Valley, WA

2008 Chevrolet TrailBlazer 2FL

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

2008 Chevrolet TrailBlazer 2FL

Spokane Valley, WA

UnscoredInsufficient · 0
$4,499196,749 mi

Spokane Valley, WA

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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