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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 9, 2026

7.3M+

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

1,886 listings found

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Kahului, HI

UnscoredInsufficient · 0
$2,590156,594 mi

Kahului, HI

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Kahului, HI

UnscoredInsufficient · 0
$3,590124,191 mi

Kahului, HI

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Kahului, HI

UnscoredInsufficient · 0
$3,590143,771 mi

Kahului, HI

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Kahului, HI

UnscoredInsufficient · 0
$4,300254,451 mi

Kahului, HI

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Kahului, HI

UnscoredInsufficient · 0
$4,740212,008 mi

Kahului, HI

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Kahului, HI

UnscoredInsufficient · 0
$5,470118,230 mi

Kahului, HI

2010 Honda Pilot LX

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

2010 Honda Pilot LX

Kahului, HI

UnscoredInsufficient · 0
$5,905162,729 mi

Kahului, HI

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Kahului, HI

UnscoredInsufficient · 4
$6,971153,653 mi

Comparison: 4 similar vehicles

Kahului, HI

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Kahului, HI

UnscoredInsufficient · 0
$7,49590,550 mi

Kahului, HI

2011 Dodge Durango Citadel

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

2011 Dodge Durango Citadel

Kahului, HI

UnscoredInsufficient · 0
$7,500104,815 mi

Kahului, HI

2014 Jeep Compass Limited

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

2014 Jeep Compass Limited

Kahului, HI

UnscoredInsufficient · 0
$7,60089,555 mi

Kahului, HI

2010 Acura RDX Technology Package

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

2010 Acura RDX Technology Package

Kahului, HI

UnscoredInsufficient · 0
$7,971142,489 mi

Kahului, HI

2019 Kia Soul Base

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

2019 Kia Soul Base

Kahului, HI

UnscoredInsufficient · 0
$8,070100,042 mi

Kahului, HI

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Kahului, HI

UnscoredInsufficient · 0
$8,300118,339 mi

Kahului, HI

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Kahului, HI

UnscoredInsufficient · 4
$8,471151,924 mi

Comparison: 4 similar vehicles

Kahului, HI

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Kahului, HI

UnscoredInsufficient · 4
$8,830146,194 mi

Comparison: 4 similar vehicles

Kahului, HI

2017 Nissan Maxima SR

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

2017 Nissan Maxima SR

Kahului, HI

UnscoredInsufficient · 0
$9,030184,359 mi

Kahului, HI

2015 Honda Fit EX

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

2015 Honda Fit EX

Kahului, HI

UnscoredInsufficient · 0
$9,03394,035 mi

Kahului, HI

2014 Mercedes-Benz C-Class C350 Sport

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

2014 Mercedes-Benz C-Class C350 Sport

Kahului, HI

UnscoredInsufficient · 0
$9,47193,418 mi

Kahului, HI

2008 Lexus RX 350

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

2008 Lexus RX 350

Kahului, HI

UnscoredInsufficient · 0
$9,471124,865 mi

Kahului, HI

2017 Hyundai Elantra Value Edition

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

2017 Hyundai Elantra Value Edition

Kahului, HI

UnscoredInsufficient · 0
$9,53280,536 mi

Kahului, HI

2013 Nissan Frontier S

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

2013 Nissan Frontier S

Kahului, HI

UnscoredInsufficient · 0
$9,533111,692 mi

Kahului, HI

2015 Kia Soul Base

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

2015 Kia Soul Base

Kahului, HI

UnscoredInsufficient · 0
$9,54050,892 mi

Kahului, HI

2010 Honda Civic EX

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

2010 Honda Civic EX

Kahului, HI

UnscoredInsufficient · 0
$9,67066,320 mi

Kahului, HI

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Kahului, HI

Unscored
$9,971155,273 mi

Comparison: 14 similar vehicles

Kahului, HI

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

Kahului, HI

UnscoredInsufficient · 0
$9,97153,738 mi

Kahului, HI

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Kahului, HI

UnscoredInsufficient · 3
$10,000106,770 mi

Comparison: 3 similar vehicles

Kahului, HI

2016 BMW X3 sDrive28i

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

2016 BMW X3 sDrive28i

Kahului, HI

UnscoredInsufficient · 0
$10,14096,317 mi

Kahului, HI

2019 Nissan Altima S

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

2019 Nissan Altima S

Kahului, HI

UnscoredInsufficient · 0
$10,390129,372 mi

Kahului, HI

2014 Mercedes-Benz GLK-Class GLK350

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

2014 Mercedes-Benz GLK-Class GLK350

Kahului, HI

Unscored
$10,471107,355 mi

Comparison: 7 similar vehicles

Kahului, HI

2019 Kia Sedona LX

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

2019 Kia Sedona LX

Kahului, HI

Unscored
$10,480103,002 mi

Comparison: 5 similar vehicles

Kahului, HI

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Kahului, HI

UnscoredInsufficient · 0
$10,50093,405 mi

Kahului, HI

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Kahului, HI

UnscoredInsufficient · 0
$10,674111,542 mi

Kahului, HI

2014 Kia Optima EX

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

2014 Kia Optima EX

Kahului, HI

UnscoredInsufficient · 0
$10,74046,432 mi

Kahului, HI

2019 Hyundai Kona SE

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

2019 Hyundai Kona SE

Kahului, HI

UnscoredInsufficient · 0
$10,80099,215 mi

Kahului, HI

2022 Kia Rio LX

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

2022 Kia Rio LX

Kahului, HI

UnscoredInsufficient · 0
$10,88590,790 mi

Kahului, HI

2021 Kia Soul LX

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

2021 Kia Soul LX

Kahului, HI

UnscoredInsufficient · 0
$10,988123,527 mi

Kahului, HI

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

Kahului, HI

UnscoredInsufficient · 0
$10,988135,986 mi

Kahului, HI

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Kahului, HI

UnscoredInsufficient · 4
$11,471100,161 mi

Comparison: 4 similar vehicles

Kahului, HI

2003 Toyota Tacoma Prerunner

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

2003 Toyota Tacoma Prerunner

Kahului, HI

UnscoredInsufficient · 0
$11,494211,794 mi

Kahului, HI

2016 Buick Encore Convenience

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

2016 Buick Encore Convenience

Kahului, HI

UnscoredInsufficient · 0
$11,53961,695 mi

Kahului, HI

2006 Chrysler 300 C SRT8

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

2006 Chrysler 300 C SRT8

Kahului, HI

UnscoredInsufficient · 0
$11,800103,110 mi

Kahului, HI

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Kahului, HI

UnscoredInsufficient · 0
$11,97156,644 mi

Kahului, HI

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Kahului, HI

Unscored
$11,971122,158 mi

Comparison: 14 similar vehicles

Kahului, HI

2020 Hyundai Elantra Value Edition

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

2020 Hyundai Elantra Value Edition

Kahului, HI

UnscoredInsufficient · 0
$12,033115,454 mi

Kahului, HI

2019 Kia Optima S

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

2019 Kia Optima S

Kahului, HI

UnscoredInsufficient · 0
$12,03376,123 mi

Kahului, HI

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Kahului, HI

UnscoredInsufficient · 0
$12,47136,447 mi

Kahului, HI

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Kahului, HI

UnscoredInsufficient · 0
$12,48646,424 mi

Kahului, HI

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Kahului, HI

Unscored
$12,50097,965 mi

Comparison: 6 similar vehicles

Kahului, HI

2015 Kia Sedona SX Limited

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

2015 Kia Sedona SX Limited

Kahului, HI

UnscoredInsufficient · 0
$12,533104,451 mi

Kahului, HI

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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