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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

10,712 listings found

1996 Chevrolet Blazer

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

1996 Chevrolet Blazer

Clearfield, UT

UnscoredInsufficient · 0
$1,699152,000 mi

Clearfield, UT

2005 Volkswagen New Jetta 2.5

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

2005 Volkswagen New Jetta 2.5

Roy, UT

UnscoredInsufficient · 0
$1,995200,273 mi

Roy, UT

2008 Nissan Versa S

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

2008 Nissan Versa S

Logan, UT

UnscoredInsufficient · 0
$1,999221,000 mi

Logan, UT

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

Roy, UT

UnscoredInsufficient · 3
$1,999226,986 mi

Comparison: 3 similar vehicles

Roy, UT

2005 Hyundai XG350 L

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

2005 Hyundai XG350 L

Roy, UT

UnscoredInsufficient · 0
$1,999175,799 mi

Roy, 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

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Ogden, UT

UnscoredInsufficient · 0
$2,294182,327 mi

Ogden, UT

2003 Chevrolet Venture

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

2003 Chevrolet Venture

Ogden, UT

UnscoredInsufficient · 0
$2,295224,365 mi

Ogden, UT

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Logan, UT

UnscoredInsufficient · 0
$2,489241,113 mi

Logan, UT

2012 Nissan Altima S

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

2012 Nissan Altima S

Ogden, UT

Unscored
$2,495243,477 mi

Comparison: 6 similar vehicles

Ogden, UT

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Roy, UT

UnscoredInsufficient · 0
$2,495257,731 mi

Roy, 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

2005 Scion xB Base

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

2005 Scion xB Base

Ogden, UT

UnscoredInsufficient · 0
$2,500244,873 mi

Ogden, UT

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Layton, UT

Unscored
$2,693265,182 mi

Comparison: 5 similar vehicles

Layton, UT

2006 Pontiac Montana SV6 Base

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

2006 Pontiac Montana SV6 Base

Ogden, UT

UnscoredInsufficient · 0
$2,695229,592 mi

Ogden, UT

2000 Lexus ES 300

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

2000 Lexus ES 300

Roy, UT

Unscored
$2,695201,550 mi

Comparison: 9 similar vehicles

Roy, 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

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
$2,851210,633 mi

Ogden, UT

2004 Toyota Camry SE V6

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

2004 Toyota Camry SE V6

Ogden, UT

UnscoredInsufficient · 0
$2,881204,618 mi

Ogden, 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 Chevrolet Cruze 1FL

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

2012 Chevrolet Cruze 1FL

Roy, UT

UnscoredInsufficient · 0
$2,995157,652 mi

Roy, UT

2012 Buick Verano 1SL

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

2012 Buick Verano 1SL

Roy, UT

UnscoredInsufficient · 0
$2,995175,166 mi

Roy, UT

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Roy, UT

UnscoredInsufficient · 3
$2,995194,632 mi

Comparison: 3 similar vehicles

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

2006 Toyota Matrix Base

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

2006 Toyota Matrix Base

Clearfield, UT

UnscoredInsufficient · 0
$2,995218,186 mi

Clearfield, 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 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

2003 INFINITI G35 Base

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

2003 INFINITI G35 Base

Layton, UT

UnscoredInsufficient · 0
$2,995216,625 mi

Layton, UT

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Logan, UT

UnscoredInsufficient · 0
$2,998226,683 mi

Logan, UT

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Riverdale, UT

UnscoredInsufficient · 4
$2,999311,043 mi

Comparison: 4 similar vehicles

Riverdale, UT

2013 Kia Forte EX

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

2013 Kia Forte EX

Ogden, UT

UnscoredInsufficient · 0
$2,999131,176 mi

Ogden, UT

2011 Hyundai Azera Limited

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

2011 Hyundai Azera Limited

Roy, UT

UnscoredInsufficient · 0
$2,999198,148 mi

Roy, UT

2000 Buick LeSabre CUSTOM

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

2000 Buick LeSabre CUSTOM

Ogden, UT

UnscoredInsufficient · 0
$3,043178,575 mi

Ogden, UT

2010 Subaru Outback 3.6R Limited

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

2010 Subaru Outback 3.6R Limited

Riverdale, UT

UnscoredInsufficient · 0
$3,089204,522 mi

Riverdale, UT

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Layton, UT

UnscoredInsufficient · 3
$3,092315,230 mi

Comparison: 3 similar vehicles

Layton, UT

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Layton, UT

Unscored
$3,143227,083 mi

Comparison: 6 similar vehicles

Layton, UT

2006 Ford Freestar SEL

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

2006 Ford Freestar SEL

Ogden, UT

UnscoredInsufficient · 0
$3,195191,681 mi

Ogden, UT

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Ogden, UT

UnscoredInsufficient · 0
$3,195233,141 mi

Ogden, UT

1998 Toyota Camry LE

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

1998 Toyota Camry LE

Ogden, UT

UnscoredInsufficient · 3
$3,195229,703 mi

Comparison: 3 similar vehicles

Ogden, UT

2008 Chevrolet Malibu Classic LT

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

2008 Chevrolet Malibu Classic LT

Roy, UT

UnscoredInsufficient · 0
$3,295180,835 mi

Roy, UT

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Riverdale, UT

UnscoredInsufficient · 0
$3,300119,751 mi

Riverdale, UT

2003 Ford F-150 King Ranch

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

2003 Ford F-150 King Ranch

Logan, UT

UnscoredInsufficient · 0
$3,300270,811 mi

Logan, UT

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Brigham City, UT

UnscoredInsufficient · 0
$3,315242,666 mi

Brigham City, UT

1997 Ford Ranger STX

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

1997 Ford Ranger STX

Clearfield, UT

UnscoredInsufficient · 0
$3,333233,739 mi

Clearfield, UT

2004 Chevrolet Cavalier Base

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

2004 Chevrolet Cavalier Base

Riverdale, UT

UnscoredInsufficient · 0
$3,377172,754 mi

Riverdale, UT

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Layton, UT

UnscoredInsufficient · 3
$3,425167,541 mi

Comparison: 3 similar vehicles

Layton, UT

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Layton, UT

Unscored
$3,443165,901 mi

Comparison: 14 similar vehicles

Layton, UT

2000 Honda Civic EX

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

2000 Honda Civic EX

Clearfield, UT

UnscoredInsufficient · 0
$3,456161,027 mi

Clearfield, UT

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Logan, UT

Unscored
$3,48991,568 mi

Comparison: 6 similar vehicles

Logan, 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.
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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