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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

437 listings found

2008 Suzuki Forenza Base

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

2008 Suzuki Forenza Base

Newport, WA

UnscoredInsufficient · 0
$2,79968,690 mi

Newport, WA

2013 Subaru Legacy I Limited

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

2013 Subaru Legacy I Limited

Newport, WA

UnscoredInsufficient · 0
$4,995209,677 mi

Newport, WA

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Ponderay, ID

UnscoredInsufficient · 0
$5,212130,591 mi

Ponderay, ID

2005 Nissan Titan LE

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

2005 Nissan Titan LE

Libby, MT

UnscoredInsufficient · 0
$5,989198,233 mi

Libby, MT

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Newport, WA

UnscoredInsufficient · 0
$6,495150,135 mi

Newport, WA

2014 Subaru Forester i Touring

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

2014 Subaru Forester i Touring

Newport, WA

UnscoredInsufficient · 0
$6,800198,495 mi

Newport, WA

2011 GMC Acadia SLE

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

2011 GMC Acadia SLE

Ponderay, ID

UnscoredInsufficient · 0
$7,121128,873 mi

Ponderay, ID

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Newport, WA

UnscoredInsufficient · 0
$7,200197,483 mi

Newport, WA

2002 BMW Z3 2.5

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

2002 BMW Z3 2.5

Sagle, ID

UnscoredInsufficient · 0
$8,995121,662 mi

Sagle, ID

1997 GMC Sierra SL

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

1997 GMC Sierra SL

Newport, WA

UnscoredInsufficient · 0
$9,195182,865 mi

Newport, WA

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Libby, MT

UnscoredInsufficient · 0
$9,99569,931 mi

Libby, MT

2014 Kia Soul Base

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

2014 Kia Soul Base

Bonners Ferry, ID

UnscoredInsufficient · 0
$9,99563,000 mi

Bonners Ferry, ID

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

Newport, WA

UnscoredInsufficient · 3
$10,995119,262 mi

Comparison: 3 similar vehicles

Newport, WA

2009 Cadillac Escalade Base

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

2009 Cadillac Escalade Base

Libby, MT

UnscoredInsufficient · 0
$10,99575,904 mi

Libby, MT

2000 Dodge Ram 2500

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

2000 Dodge Ram 2500

Ponderay, ID

UnscoredInsufficient · 0
$11,319169,237 mi

Ponderay, ID

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Libby, MT

UnscoredInsufficient · 0
$11,99596,098 mi

Libby, MT

2003 Toyota 4Runner Sport

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

2003 Toyota 4Runner Sport

Newport, WA

UnscoredInsufficient · 0
$12,000221,021 mi

Newport, WA

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Libby, MT

UnscoredInsufficient · 0
$12,599104,030 mi

Libby, MT

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Libby, MT

UnscoredInsufficient · 0
$12,799103,448 mi

Libby, MT

1992 Cadillac Allante

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

1992 Cadillac Allante

Ponderay, ID

UnscoredInsufficient · 0
$13,78067,811 mi

Ponderay, ID

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Newport, WA

Unscored
$13,995143,335 mi

Comparison: 34 similar vehicles

Newport, WA

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Ponderay, ID

Unscored
$14,70091,875 mi

Comparison: 5 similar vehicles

Ponderay, ID

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Libby, MT

UnscoredInsufficient · 0
$14,995186,512 mi

Libby, MT

2009 Nissan 370Z Base

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

2009 Nissan 370Z Base

Ponderay, ID

UnscoredInsufficient · 0
$15,21268,341 mi

Ponderay, ID

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Ponderay, ID

UnscoredInsufficient · 0
$15,67952,029 mi

Ponderay, ID

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Ponderay, ID

Unscored
$16,67998,579 mi

Comparison: 9 similar vehicles

Ponderay, ID

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Newport, WA

Unscored
$16,90075,764 mi

Comparison: 5 similar vehicles

Newport, WA

2019 Honda HR-V EX-L

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

2019 Honda HR-V EX-L

Ponderay, ID

UnscoredInsufficient · 0
$17,31193,042 mi

Ponderay, ID

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Sagle, ID

UnscoredInsufficient · 0
$17,88470,656 mi

Sagle, ID

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Bonners Ferry, ID

UnscoredInsufficient · 0
$17,99545,700 mi

Bonners Ferry, ID

2019 Volkswagen Atlas SEL Premium

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

2019 Volkswagen Atlas SEL Premium

Sagle, ID

UnscoredInsufficient · 0
$18,18487,644 mi

Sagle, ID

2019 Subaru Ascent Touring

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

2019 Subaru Ascent Touring

Sagle, ID

UnscoredInsufficient · 4
$18,184113,021 mi

Comparison: 4 similar vehicles

Sagle, ID

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

Sagle, ID

Unscored
$18,98573,891 mi

Comparison: 7 similar vehicles

Sagle, ID

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Bonners Ferry, ID

Unscored
$18,99562,000 mi

Comparison: 8 similar vehicles

Bonners Ferry, ID

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Bonners Ferry, ID

Unscored
$18,99567,000 mi

Comparison: 5 similar vehicles

Bonners Ferry, ID

2016 Buick Encore Premium

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

2016 Buick Encore Premium

Ponderay, ID

UnscoredInsufficient · 0
$19,09118,634 mi

Ponderay, ID

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

Sagle, ID

UnscoredInsufficient · 0
$19,18425,860 mi

Sagle, ID

2018 Jeep Grand Cherokee Trailhawk

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

2018 Jeep Grand Cherokee Trailhawk

Libby, MT

Unscored
$19,49584,427 mi

Comparison: 5 similar vehicles

Libby, MT

2004 Dodge Ram 3500 Pickup SLT

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

2004 Dodge Ram 3500 Pickup SLT

Libby, MT

UnscoredInsufficient · 0
$19,900307,911 mi

Libby, MT

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Newport, WA

UnscoredInsufficient · 3
$19,980124,382 mi

Comparison: 3 similar vehicles

Newport, WA

2022 Nissan Rogue Sport SL

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

2022 Nissan Rogue Sport SL

Libby, MT

UnscoredInsufficient · 0
$19,99575,281 mi

Libby, MT

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Newport, WA

Unscored
$19,995136,560 mi

Comparison: 5 similar vehicles

Newport, WA

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Sagle, ID

OverpricedLimited · 14
$20,18467,394 mi

Market: $13,995 – $19,795

Comparison: 14 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Sagle, ID

2024 Chrysler Voyager LX

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

2024 Chrysler Voyager LX

Sagle, ID

UnscoredInsufficient · 0
$21,18464,747 mi

Sagle, ID

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Sagle, ID

UnscoredInsufficient · 4
$21,68559,035 mi

Comparison: 4 similar vehicles

Sagle, ID

2020 Jeep Wrangler Sport S

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

2020 Jeep Wrangler Sport S

Sagle, ID

UnscoredInsufficient · 0
$21,68577,034 mi

Sagle, ID

2019 Kia Sorento SX

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

2019 Kia Sorento SX

Ponderay, ID

Unscored
$21,75672,568 mi

Comparison: 8 similar vehicles

Ponderay, ID

2021 Subaru Forester Base

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

2021 Subaru Forester Base

Sagle, ID

UnscoredInsufficient · 0
$21,78474,530 mi

Sagle, ID

2024 Jeep Compass Latitude Lux

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

2024 Jeep Compass Latitude Lux

Sagle, ID

UnscoredInsufficient · 0
$21,98543,305 mi

Sagle, ID

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Libby, MT

Unscored
$21,99553,070 mi

Comparison: 5 similar vehicles

Libby, MT

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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