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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 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

4,632 listings found

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 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 · 4
$3,315242,666 mi

Comparison: 4 similar vehicles

Brigham City, 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

2012 Scion tC Base

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

2012 Scion tC Base

North Logan, UT

UnscoredInsufficient · 0
$3,495117,477 mi

North Logan, UT

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Logan, UT

UnscoredInsufficient · 0
$3,498175,902 mi

Logan, UT

2003 Ford Explorer XLT Sport

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

2003 Ford Explorer XLT Sport

Logan, UT

UnscoredInsufficient · 0
$3,590169,564 mi

Logan, UT

2015 Kia Soul Base

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

2015 Kia Soul Base

North Logan, UT

Unscored
$3,995124,369 mi

Comparison: 7 similar vehicles

North Logan, UT

2006 Hyundai Tucson GL

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

2006 Hyundai Tucson GL

Logan, UT

UnscoredInsufficient · 0
$3,999158,515 mi

Logan, UT

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Logan, UT

UnscoredInsufficient · 0
$4,048201,000 mi

Logan, UT

2000 Toyota Sienna LE

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

2000 Toyota Sienna LE

Logan, UT

UnscoredInsufficient · 0
$4,173189,310 mi

Logan, UT

2014 Buick Verano 1SD

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

2014 Buick Verano 1SD

Smithfield, UT

UnscoredInsufficient · 0
$4,221184,654 mi

Smithfield, UT

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Logan, UT

UnscoredInsufficient · 0
$4,399260,293 mi

Logan, UT

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Logan, UT

UnscoredInsufficient · 3
$4,399140,896 mi

Comparison: 3 similar vehicles

Logan, UT

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Logan, UT

Salvage title
$4,489132,557 mi

Logan, UT

2013 Ford Focus SE

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

2013 Ford Focus SE

Logan, UT

Salvage title
$4,48993,421 mi

Logan, UT

2007 Jeep Commander Limited

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

2007 Jeep Commander Limited

Logan, UT

UnscoredInsufficient · 0
$4,489187,630 mi

Logan, UT

2007 Nissan Titan LE

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

2007 Nissan Titan LE

Logan, UT

UnscoredInsufficient · 0
$4,489219,509 mi

Logan, 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

North Logan, UT

Unscored
$4,495Mileage not verified

Comparison: 6 similar vehicles

North Logan, UT

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Logan, UT

Unscored
$4,498328,436 mi

Comparison: 5 similar vehicles

Logan, UT

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Logan, UT

UnscoredInsufficient · 0
$4,498152,427 mi

Logan, UT

2010 Kia Forte EX

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

2010 Kia Forte EX

Logan, UT

UnscoredInsufficient · 0
$4,498257,210 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

Logan, UT

Unscored
$4,800168,486 mi

Comparison: 15 similar vehicles

Logan, UT

2009 Saab 9-5 Base

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

2009 Saab 9-5 Base

Logan, UT

UnscoredInsufficient · 0
$4,80092,889 mi

Logan, UT

2005 Ford F-250 Super Duty XL

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

2005 Ford F-250 Super Duty XL

Brigham City, UT

UnscoredInsufficient · 3
$4,856228,016 mi

Comparison: 3 similar vehicles

Brigham City, UT

2012 Hyundai Tucson GLS

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

2012 Hyundai Tucson GLS

Logan, UT

UnscoredInsufficient · 0
$4,989185,640 mi

Logan, UT

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

Logan, UT

UnscoredInsufficient · 0
$4,994133,218 mi

Logan, UT

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

North Logan, UT

Unscored
$4,995136,534 mi

Comparison: 15 similar vehicles

North Logan, UT

2014 Ford Focus SE

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

2014 Ford Focus SE

North Logan, UT

UnscoredInsufficient · 3
$4,99592,335 mi

Comparison: 3 similar vehicles

North Logan, UT

2005 Lexus RX 330

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

2005 Lexus RX 330

Logan, UT

UnscoredInsufficient · 4
$4,995234,982 mi

Comparison: 4 similar vehicles

Logan, 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

North Logan, UT

UnscoredInsufficient · 3
$4,995198,329 mi

Comparison: 3 similar vehicles

North Logan, UT

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Logan, UT

UnscoredInsufficient · 3
$4,999184,218 mi

Comparison: 3 similar vehicles

Logan, UT

2012 Honda Accord EX

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

2012 Honda Accord EX

Logan, UT

UnscoredInsufficient · 0
$5,098254,810 mi

Logan, UT

2014 Dodge Dart SE

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

2014 Dodge Dart SE

Brigham City, UT

UnscoredInsufficient · 0
$5,159138,858 mi

Brigham City, UT

2014 Ford Focus SE

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

2014 Ford Focus SE

Smithfield, UT

Fair PriceModerate · 30
$5,488113,852 mi

Market: $2,758 – $14,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Smithfield, UT

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Preston, ID

UnscoredInsufficient · 0
$5,500139,651 mi

Preston, ID

2008 GMC Acadia SLE

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

2008 GMC Acadia SLE

Logan, UT

UnscoredInsufficient · 0
$5,800166,566 mi

Logan, UT

2014 Ford Edge SEL

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

2014 Ford Edge SEL

North Logan, UT

UnscoredInsufficient · 0
$5,888181,910 mi

North Logan, UT

2012 GMC Terrain SLT-2

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

2012 GMC Terrain SLT-2

Brigham City, UT

UnscoredInsufficient · 0
$5,889186,962 mi

Brigham City, UT

2004 Cadillac Escalade Base

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

2004 Cadillac Escalade Base

Logan, UT

UnscoredInsufficient · 0
$5,899187,085 mi

Logan, UT

2014 Ford Flex Limited

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

2014 Ford Flex Limited

Tremonton, UT

UnscoredInsufficient · 0
$5,951188,511 mi

Tremonton, UT

2015 Volkswagen Tiguan S

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

2015 Volkswagen Tiguan S

Brigham City, UT

UnscoredInsufficient · 3
$5,987169,810 mi

Comparison: 3 similar vehicles

Brigham City, UT

2016 Ford Fusion SE

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

2016 Ford Fusion SE

North Logan, UT

UnscoredInsufficient · 3
$5,995154,440 mi

Comparison: 3 similar vehicles

North Logan, UT

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

North Logan, UT

Fair PriceLimited · 14
$5,995Mileage not verified

Market: $3,999 – $9,588

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

North Logan, UT

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

North Logan, UT

Fair PriceLimited · 15
$5,995105,037 mi

Market: $3,864 – $7,741

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

North Logan, UT

2014 Ford Focus SE

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

2014 Ford Focus SE

North Logan, UT

UnscoredInsufficient · 3
$5,995126,067 mi

Comparison: 3 similar vehicles

North Logan, UT

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

North Logan, UT

UnscoredInsufficient · 3
$5,995139,212 mi

Comparison: 3 similar vehicles

North Logan, UT

2013 Buick Regal Premium 2

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

2013 Buick Regal Premium 2

North Logan, UT

UnscoredInsufficient · 0
$5,995156,063 mi

North Logan, UT

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

North Logan, UT

Unscored
$5,995121,883 mi

Comparison: 7 similar vehicles

North Logan, UT

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

North Logan, UT

UnscoredInsufficient · 4
$5,995138,277 mi

Comparison: 4 similar vehicles

North Logan, UT

2014 Toyota Corolla LE Plus

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

2014 Toyota Corolla LE Plus

Logan, UT

Salvage title
$6,099121,639 mi

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 recently 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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