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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

45,029 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

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Midvale, UT

UnscoredInsufficient · 0
$1,895178,096 mi

Midvale, 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

2004 Ford F-150 FX4

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

2004 Ford F-150 FX4

Lindon, UT

UnscoredInsufficient · 0
$1,900277,489 mi

Lindon, UT

2013 Ford Focus SE

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

2013 Ford Focus SE

West Valley City, UT

UnscoredLimited · 17
$1,950208,289 mi

Comparison: 17 similar vehicles

West Valley City, UT

2011 Hyundai Elantra Limited

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

2011 Hyundai Elantra Limited

West Valley City, UT

UnscoredInsufficient · 0
$1,950205,343 mi

West Valley City, UT

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Orem, UT

UnscoredInsufficient · 0
$1,990213,505 mi

Orem, UT

No Photo

2003 Acura MDX Base

Orem, UT

UnscoredInsufficient · 0
$1,990197,678 mi

Orem, UT

2010 Nissan Altima S

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

2010 Nissan Altima S

Bountiful, UT

UnscoredInsufficient · 3
$1,991217,036 mi

Comparison: 3 similar vehicles

Bountiful, UT

2005 Subaru Outback I

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

2005 Subaru Outback I

Midvale, UT

UnscoredInsufficient · 0
$1,997261,704 mi

Midvale, 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 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 Taurus SE

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

2005 Ford Taurus SE

Murray, UT

UnscoredLimited · 5
$2,100162,995 mi

Comparison: 5 similar vehicles

Murray, 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

2008 Nissan Altima SE

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

2008 Nissan Altima SE

Midvale, UT

UnscoredInsufficient · 0
$2,195238,118 mi

Midvale, UT

2003 Ford Focus SE

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

2003 Ford Focus SE

Provo, UT

UnscoredInsufficient · 0
$2,199213,766 mi

Provo, UT

2008 Subaru Forester 2.5 X

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

2008 Subaru Forester 2.5 X

Salt Lake City, UT

UnscoredInsufficient · 0
$2,249220,001 mi

Salt Lake City, UT

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Salt Lake City, UT

UnscoredInsufficient · 0
$2,249161,808 mi

Salt Lake City, UT

No Photo

2005 Dodge Grand Caravan SE

Orem, UT

UnscoredInsufficient · 3
$2,300165,000 mi

Comparison: 3 similar vehicles

Orem, UT

2000 Mitsubishi Eclipse GT

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

2000 Mitsubishi Eclipse GT

Draper, UT

UnscoredInsufficient · 0
$2,394174,000 mi

Draper, UT

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

West Valley City, UT

Salvage title
$2,400202,863 mi

West Valley City, UT

2009 Hyundai Accent GS

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

2009 Hyundai Accent GS

Salt Lake City, UT

UnscoredInsufficient · 0
$2,400109,500 mi

Salt Lake City, UT

2010 Honda Civic LX

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

2010 Honda Civic LX

American Fork, UT

UnscoredInsufficient · 3
$2,447200,152 mi

Comparison: 3 similar vehicles

American Fork, UT

1988 Ford Mustang

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

1988 Ford Mustang

Erda, UT

UnscoredInsufficient · 0
$2,45058,874 mi

Erda, 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

1999 Toyota Camry LE

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

1999 Toyota Camry LE

Orem, UT

UnscoredInsufficient · 0
$2,490184,960 mi

Orem, UT

2013 Kia Soul +

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

2013 Kia Soul +

Midvale, UT

UnscoredInsufficient · 0
$2,495235,100 mi

Midvale, UT

2011 Lincoln MKS Base

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

2011 Lincoln MKS Base

Midvale, UT

UnscoredInsufficient · 0
$2,495314,911 mi

Midvale, 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

2008 Mercedes-Benz R-Class R350

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

2008 Mercedes-Benz R-Class R350

Midvale, UT

UnscoredInsufficient · 0
$2,495Mileage not verified

Midvale, UT

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Midvale, UT

UnscoredInsufficient · 0
$2,495247,245 mi

Midvale, 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

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Murray, UT

UnscoredInsufficient · 3
$2,500118,876 mi

Comparison: 3 similar vehicles

Murray, UT

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Murray, UT

UnscoredInsufficient · 4
$2,500Mileage not verified

Comparison: 4 similar vehicles

Murray, UT

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Woods Cross, UT

UnscoredLimited · 12
$2,500223,780 mi

Comparison: 12 similar vehicles

Woods Cross, UT

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Murray, UT

UnscoredLimited · 9
$2,500260,282 mi

Comparison: 9 similar vehicles

Murray, UT

No Photo

2011 Hyundai Elantra GLS

Orem, UT

UnscoredInsufficient · 0
$2,500174,495 mi

Orem, 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

2000 INFINITI I30 LUXURY

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

2000 INFINITI I30 LUXURY

West Valley City, UT

UnscoredInsufficient · 0
$2,500245,030 mi

West Valley City, UT

2004 Honda Accord LX

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

2004 Honda Accord LX

Tooele, UT

UnscoredInsufficient · 0
$2,555246,190 mi

Tooele, UT

2009 Ford Focus SE

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

2009 Ford Focus SE

Salt Lake City, UT

UnscoredInsufficient · 0
$2,595185,357 mi

Salt Lake City, UT

2010 Dodge Charger Police

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

2010 Dodge Charger Police

South Salt Lake, UT

UnscoredInsufficient · 0
$2,600123,379 mi

South Salt Lake, UT

No Photo

2006 Toyota Sienna LE

Orem, UT

UnscoredInsufficient · 3
$2,600120,500 mi

Comparison: 3 similar vehicles

Orem, UT

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

Orem, UT

UnscoredInsufficient · 0
$2,609180,506 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

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Provo, UT

UnscoredInsufficient · 0
$2,725214,224 mi

Provo, UT

2010 Chevrolet Aveo 2LT

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

2010 Chevrolet Aveo 2LT

Midvale, UT

Salvage title
$2,790162,476 mi

Midvale, UT

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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