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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

26,658 listings found

2011 Dodge Journey Mainstreet

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

2011 Dodge Journey Mainstreet

Murray, UT

UnscoredInsufficient · 0
$1,654237,966 mi

Murray, UT

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Lehi, UT

Salvage title
$1,899283,435 mi

Lehi, UT

No Photo

2003 Acura MDX Base

Orem, UT

UnscoredInsufficient · 0
$1,990197,678 mi

Orem, UT

2003 Subaru Forester X

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

2003 Subaru Forester X

Midvale, UT

Salvage title
$1,998220,136 mi

Midvale, UT

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

Roy, UT

UnscoredInsufficient · 3
$1,999305,437 mi

Comparison: 3 similar vehicles

Roy, UT

1997 Ford Explorer Sport

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

1997 Ford Explorer Sport

Clearfield, UT

UnscoredInsufficient · 0
$1,999195,000 mi

Clearfield, UT

2003 Nissan Xterra XE

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

2003 Nissan Xterra XE

Orem, UT

UnscoredInsufficient · 0
$2,000272,652 mi

Orem, UT

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Orem, UT

UnscoredInsufficient · 0
$2,095166,383 mi

Orem, UT

2010 Ford Flex SEL

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

2010 Ford Flex SEL

South Salt Lake, UT

UnscoredInsufficient · 0
$2,100191,727 mi

South Salt Lake, UT

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Midvale, UT

UnscoredInsufficient · 0
$2,190176,765 mi

Midvale, UT

2006 Subaru Forester X

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

2006 Subaru Forester X

Roy, UT

UnscoredInsufficient · 0
$2,295187,351 mi

Roy, UT

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Ogden, UT

UnscoredInsufficient · 0
$2,398192,581 mi

Ogden, UT

2005 Mazda Tribute s

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

2005 Mazda Tribute s

Orem, UT

UnscoredInsufficient · 0
$2,490199,260 mi

Orem, UT

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Midvale, UT

UnscoredInsufficient · 3
$2,495255,874 mi

Comparison: 3 similar vehicles

Midvale, UT

2006 Saturn VUE Base

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

2006 Saturn VUE Base

North Salt Lake, UT

UnscoredInsufficient · 0
$2,495128,321 mi

North Salt Lake, UT

2005 BMW X5 4.4i

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

2005 BMW X5 4.4i

Lindon, UT

UnscoredInsufficient · 0
$2,495229,636 mi

Lindon, UT

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Roy, UT

UnscoredInsufficient · 0
$2,495182,572 mi

Roy, UT

2007 Acura RDX Base

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

2007 Acura RDX Base

West Valley City, UT

UnscoredInsufficient · 3
$2,500197,100 mi

Comparison: 3 similar vehicles

West Valley City, UT

2005 Nissan Murano SL

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

2005 Nissan Murano SL

Draper, UT

UnscoredInsufficient · 0
$2,500178,879 mi

Draper, UT

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Orem, UT

Salvage title
$2,695139,574 mi

Orem, UT

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

South Salt Lake, UT

UnscoredInsufficient · 0
$2,700161,628 mi

South Salt Lake, UT

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Ogden, UT

UnscoredInsufficient · 3
$2,700303,469 mi

Comparison: 3 similar vehicles

Ogden, UT

2016 Nissan Pathfinder S

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

2016 Nissan Pathfinder S

South Salt Lake, UT

UnscoredInsufficient · 0
$2,798174,843 mi

South Salt Lake, UT

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Salt Lake City, UT

Salvage title
$2,799160,384 mi

Salt Lake City, UT

2003 Lincoln Navigator Luxury

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

2003 Lincoln Navigator Luxury

Salt Lake City, UT

UnscoredInsufficient · 0
$2,799196,181 mi

Salt Lake City, UT

2005 GMC Yukon XL Denali

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

2005 GMC Yukon XL Denali

Orem, UT

UnscoredInsufficient · 0
$2,894233,996 mi

Orem, UT

2014 Ford Escape SE

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

2014 Ford Escape SE

West Valley City, UT

UnscoredLimited · 14
$2,950186,826 mi

Comparison: 14 similar vehicles

West Valley City, UT

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Centerville, UT

UnscoredInsufficient · 3
$2,990195,122 mi

Comparison: 3 similar vehicles

Centerville, UT

No Photo

2007 Kia Sorento LX

Orem, UT

UnscoredInsufficient · 0
$2,990155,000 mi

Orem, UT

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Bountiful, UT

UnscoredLimited · 8
$2,990276,918 mi

Comparison: 8 similar vehicles

Bountiful, UT

2002 Mercedes-Benz M-Class ML 320

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

2002 Mercedes-Benz M-Class ML 320

Orem, UT

UnscoredInsufficient · 0
$2,990111,950 mi

Orem, UT

2012 Jeep Compass Sport

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

2012 Jeep Compass Sport

Salt Lake City, UT

UnscoredInsufficient · 4
$2,995141,867 mi

Comparison: 4 similar vehicles

Salt Lake City, UT

2012 Jeep Liberty Limited Jet Edition

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

2012 Jeep Liberty Limited Jet Edition

Roy, UT

UnscoredInsufficient · 0
$2,995199,884 mi

Roy, UT

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Murray, UT

UnscoredInsufficient · 0
$2,995218,456 mi

Murray, UT

2011 Chevrolet Traverse LTZ

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

2011 Chevrolet Traverse LTZ

Ogden, UT

UnscoredInsufficient · 0
$2,995210,633 mi

Ogden, UT

2010 Honda Pilot LX

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

2010 Honda Pilot LX

Orem, UT

UnscoredInsufficient · 0
$2,995218,538 mi

Orem, UT

2008 Dodge Durango SLT

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

2008 Dodge Durango SLT

Roy, UT

UnscoredInsufficient · 0
$2,995156,974 mi

Roy, UT

2007 Acura MDX Technology Package

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

2007 Acura MDX Technology Package

Roy, UT

UnscoredInsufficient · 0
$2,995200,490 mi

Roy, UT

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

Roy, UT

UnscoredInsufficient · 0
$2,995178,482 mi

Roy, UT

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

Roy, UT

UnscoredInsufficient · 3
$2,995236,558 mi

Comparison: 3 similar vehicles

Roy, UT

2004 Saturn VUE Base

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

2004 Saturn VUE Base

West Jordan, UT

UnscoredInsufficient · 0
$2,995186,334 mi

West Jordan, UT

2004 BMW X3 3.0i

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

2004 BMW X3 3.0i

Ogden, UT

Salvage title
$2,995170,780 mi

Ogden, UT

2001 Jeep Grand Cherokee LAREDO

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

2001 Jeep Grand Cherokee LAREDO

Salt Lake City, UT

UnscoredInsufficient · 0
$2,995196,205 mi

Salt Lake City, UT

2004 INFINITI QX56 Base

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

2004 INFINITI QX56 Base

Bountiful, UT

UnscoredInsufficient · 0
$2,997212,403 mi

Bountiful, UT

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Riverdale, UT

UnscoredInsufficient · 3
$2,999167,540 mi

Comparison: 3 similar vehicles

Riverdale, UT

2013 Nissan Rogue S

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

2013 Nissan Rogue S

West Valley City, UT

UnscoredLimited · 5
$2,999222,073 mi

Comparison: 5 similar vehicles

West Valley City, UT

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Draper, UT

UnscoredInsufficient · 0
$2,999171,815 mi

Draper, UT

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Provo, UT

UnscoredInsufficient · 0
$2,999176,540 mi

Provo, UT

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Provo, UT

UnscoredInsufficient · 0
$2,999204,123 mi

Provo, UT

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

West Valley City, UT

UnscoredInsufficient · 0
$2,999269,054 mi

West Valley City, UT

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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