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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 11, 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

1,100 listings found

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Soldotna, AK

UnscoredInsufficient · 0
$4,490226,119 mi

Soldotna, AK

2011 Mazda CX-7 s Grand Touring

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

2011 Mazda CX-7 s Grand Touring

Soldotna, AK

UnscoredInsufficient · 0
$5,995Mileage not verified

Soldotna, AK

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Soldotna, AK

UnscoredInsufficient · 0
$6,961111,592 mi

Soldotna, AK

2010 Mazda MAZDA6 i Grand Touring

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

2010 Mazda MAZDA6 i Grand Touring

Soldotna, AK

UnscoredInsufficient · 0
$6,990138,404 mi

Soldotna, AK

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Soldotna, AK

UnscoredInsufficient · 0
$7,990243,945 mi

Soldotna, AK

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Soldotna, AK

UnscoredInsufficient · 0
$7,990148,582 mi

Soldotna, AK

2011 Dodge Avenger Express

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

2011 Dodge Avenger Express

Soldotna, AK

UnscoredInsufficient · 0
$7,990119,242 mi

Soldotna, AK

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Soldotna, AK

UnscoredInsufficient · 0
$8,495127,081 mi

Soldotna, AK

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Soldotna, AK

UnscoredInsufficient · 0
$8,522154,350 mi

Soldotna, AK

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Soldotna, AK

UnscoredInsufficient · 0
$8,99087,740 mi

Soldotna, AK

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Soldotna, AK

UnscoredInsufficient · 0
$8,990172,448 mi

Soldotna, AK

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Soldotna, AK

UnscoredInsufficient · 0
$8,990133,541 mi

Soldotna, AK

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Soldotna, AK

UnscoredInsufficient · 0
$8,990175,161 mi

Soldotna, AK

2007 Ford F-150 FX4

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

2007 Ford F-150 FX4

Soldotna, AK

UnscoredInsufficient · 0
$8,99044,444 mi

Soldotna, AK

2015 Ford Transit XL

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

2015 Ford Transit XL

Soldotna, AK

UnscoredInsufficient · 0
$8,995207,084 mi

Soldotna, AK

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Soldotna, AK

UnscoredInsufficient · 0
$9,50074,520 mi

Soldotna, AK

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Soldotna, AK

UnscoredInsufficient · 0
$9,961132,804 mi

Soldotna, AK

2004 Hummer H2 Base

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

2004 Hummer H2 Base

Soldotna, AK

UnscoredInsufficient · 0
$9,990216,714 mi

Soldotna, AK

2016 Chevrolet Impala Limited 1FL

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

2016 Chevrolet Impala Limited 1FL

Soldotna, AK

UnscoredInsufficient · 0
$9,995109,450 mi

Soldotna, AK

2016 Chevrolet Impala Limited 1FL

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

2016 Chevrolet Impala Limited 1FL

Soldotna, AK

UnscoredInsufficient · 0
$9,995117,244 mi

Soldotna, AK

2015 Mazda MAZDA3 i SV

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

2015 Mazda MAZDA3 i SV

Soldotna, AK

UnscoredInsufficient · 0
$10,50096,162 mi

Soldotna, AK

1982 Ford Thunderbird

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

1982 Ford Thunderbird

Soldotna, AK

UnscoredInsufficient · 0
$10,50098,000 mi

Soldotna, AK

2014 Ford Expedition XLT

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

2014 Ford Expedition XLT

Soldotna, AK

UnscoredInsufficient · 0
$10,990153,335 mi

Soldotna, AK

2011 Hyundai Tucson GLS

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

2011 Hyundai Tucson GLS

Soldotna, AK

UnscoredInsufficient · 0
$10,990137,688 mi

Soldotna, AK

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Soldotna, AK

UnscoredInsufficient · 0
$11,464124,000 mi

Soldotna, AK

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Soldotna, AK

UnscoredInsufficient · 0
$11,995119,213 mi

Soldotna, AK

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Soldotna, AK

UnscoredInsufficient · 0
$11,99533,500 mi

Soldotna, AK

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Soldotna, AK

UnscoredInsufficient · 0
$11,99582,582 mi

Soldotna, AK

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Soldotna, AK

UnscoredInsufficient · 0
$12,50083,808 mi

Soldotna, AK

2017 Ford Transit Connect XLT

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

2017 Ford Transit Connect XLT

Soldotna, AK

UnscoredInsufficient · 0
$12,90071,000 mi

Soldotna, AK

2012 Nissan NV Cargo S

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

2012 Nissan NV Cargo S

Soldotna, AK

UnscoredInsufficient · 0
$12,96498,155 mi

Soldotna, AK

2017 Nissan Armada SV

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

2017 Nissan Armada SV

Soldotna, AK

UnscoredInsufficient · 0
$12,995138,482 mi

Soldotna, AK

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Soldotna, AK

UnscoredInsufficient · 0
$12,99588,735 mi

Soldotna, AK

2019 Subaru Outback Base

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

2019 Subaru Outback Base

Soldotna, AK

UnscoredInsufficient · 0
$13,500132,000 mi

Soldotna, AK

2018 Ford Escape SE

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

2018 Ford Escape SE

Soldotna, AK

UnscoredInsufficient · 0
$13,99557,300 mi

Soldotna, AK

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Soldotna, AK

UnscoredInsufficient · 0
$13,99551,211 mi

Soldotna, AK

2014 GMC Sierra 1500 1SA

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

2014 GMC Sierra 1500 1SA

Soldotna, AK

UnscoredInsufficient · 0
$13,995107,327 mi

Soldotna, AK

2015 Chevrolet Silverado 1500 1LS

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

2015 Chevrolet Silverado 1500 1LS

Soldotna, AK

UnscoredInsufficient · 0
$14,500170,676 mi

Soldotna, AK

2020 Nissan Versa Sedan SV

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

2020 Nissan Versa Sedan SV

Soldotna, AK

UnscoredInsufficient · 0
$14,99552,940 mi

Soldotna, AK

2019 Chevrolet Malibu 1LS

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

2019 Chevrolet Malibu 1LS

Soldotna, AK

UnscoredInsufficient · 0
$14,99512,691 mi

Soldotna, AK

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Soldotna, AK

UnscoredInsufficient · 0
$14,995112,486 mi

Soldotna, AK

2017 Ford Taurus

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

2017 Ford Taurus

Soldotna, AK

UnscoredInsufficient · 0
$14,99539,000 mi

Soldotna, AK

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Soldotna, AK

UnscoredInsufficient · 0
$15,56153,175 mi

Soldotna, AK

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Soldotna, AK

UnscoredInsufficient · 0
$15,964112,000 mi

Soldotna, AK

2008 Ford F-350 Super Duty XL

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

2008 Ford F-350 Super Duty XL

Soldotna, AK

UnscoredInsufficient · 0
$15,990110,934 mi

Soldotna, AK

2019 Nissan Altima S

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

2019 Nissan Altima S

Soldotna, AK

UnscoredInsufficient · 0
$15,99552,754 mi

Soldotna, AK

2016 Chevrolet Suburban LS

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

2016 Chevrolet Suburban LS

Soldotna, AK

UnscoredInsufficient · 0
$15,995152,054 mi

Soldotna, AK

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Soldotna, AK

UnscoredInsufficient · 0
$16,500120,656 mi

Soldotna, AK

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Soldotna, AK

UnscoredInsufficient · 0
$16,561106,681 mi

Soldotna, AK

2020 Chevrolet Malibu 1LS

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

2020 Chevrolet Malibu 1LS

Soldotna, AK

UnscoredInsufficient · 0
$16,88837,356 mi

Soldotna, AK

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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