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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

260 listings found

1994 Toyota Camry

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

1994 Toyota Camry

Colville, WA

UnscoredInsufficient · 0
$3,980191,888 mi

Colville, WA

2005 Ford Expedition XLT

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

2005 Ford Expedition XLT

Colville, WA

UnscoredInsufficient · 0
$4,980275,785 mi

Colville, WA

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Colville, WA

UnscoredInsufficient · 0
$6,980160,515 mi

Colville, WA

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Colville, WA

UnscoredInsufficient · 0
$8,980125,561 mi

Colville, WA

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Colville, WA

UnscoredInsufficient · 0
$8,980164,320 mi

Colville, WA

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Colville, WA

UnscoredInsufficient · 0
$8,980168,628 mi

Colville, WA

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Colville, WA

Unscored
$9,980227,778 mi

Comparison: 12 similar vehicles

Colville, WA

2015 GMC Terrain SLT-2

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

2015 GMC Terrain SLT-2

Colville, WA

UnscoredInsufficient · 0
$9,980105,431 mi

Colville, WA

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Colville, WA

UnscoredInsufficient · 3
$10,480114,444 mi

Comparison: 3 similar vehicles

Colville, WA

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Colville, WA

UnscoredInsufficient · 4
$10,980142,000 mi

Comparison: 4 similar vehicles

Colville, WA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Colville, WA

UnscoredInsufficient · 0
$10,980103,299 mi

Colville, WA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Colville, WA

Unscored
$11,480177,404 mi

Comparison: 28 similar vehicles

Colville, WA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Colville, WA

Unscored
$11,980117,092 mi

Comparison: 9 similar vehicles

Colville, WA

2011 GMC Terrain SLT-1

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

2011 GMC Terrain SLT-1

Colville, WA

UnscoredInsufficient · 0
$11,98096,458 mi

Colville, WA

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Colville, WA

UnscoredInsufficient · 0
$12,191208,948 mi

Colville, WA

2005 Jeep Wrangler Sport

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

2005 Jeep Wrangler Sport

Colville, WA

UnscoredInsufficient · 0
$12,980137,638 mi

Colville, WA

2008 Ford Explorer Sport Trac Limited

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

2008 Ford Explorer Sport Trac Limited

Colville, WA

UnscoredInsufficient · 0
$14,980134,590 mi

Colville, WA

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Colville, WA

UnscoredInsufficient · 0
$16,580143,377 mi

Colville, WA

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Colville, WA

UnscoredInsufficient · 0
$17,58044,945 mi

Colville, WA

2011 Chevrolet Silverado 2500HD LTZ

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

2011 Chevrolet Silverado 2500HD LTZ

Colville, WA

UnscoredInsufficient · 3
$17,780251,368 mi

Comparison: 3 similar vehicles

Colville, WA

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Colville, WA

UnscoredInsufficient · 0
$18,980144,570 mi

Colville, WA

2013 Chevrolet Tahoe LTZ

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

2013 Chevrolet Tahoe LTZ

Colville, WA

UnscoredInsufficient · 0
$18,980109,024 mi

Colville, WA

2017 RAM 1500 Outdoorsman

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

2017 RAM 1500 Outdoorsman

Colville, WA

UnscoredInsufficient · 4
$19,480147,267 mi

Comparison: 4 similar vehicles

Colville, WA

2016 RAM 1500 SLT

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

2016 RAM 1500 SLT

Colville, WA

UnscoredInsufficient · 0
$19,980128,244 mi

Colville, WA

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Colville, WA

Unscored
$19,980168,193 mi

Comparison: 5 similar vehicles

Colville, WA

2021 Jeep Wrangler Unlimited Willys

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

2021 Jeep Wrangler Unlimited Willys

Colville, WA

UnscoredInsufficient · 0
$19,999148,342 mi

Colville, WA

2014 RAM 1500 Sport

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

2014 RAM 1500 Sport

Colville, WA

UnscoredInsufficient · 3
$20,195133,043 mi

Comparison: 3 similar vehicles

Colville, WA

2014 Nissan Titan S

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

2014 Nissan Titan S

Colville, WA

Unscored
$20,480123,918 mi

Comparison: 5 similar vehicles

Colville, WA

2025 Mitsubishi Outlander Sport ES

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

2025 Mitsubishi Outlander Sport ES

Colville, WA

UnscoredInsufficient · 3
$20,99139,426 mi

Comparison: 3 similar vehicles

Colville, WA

2015 RAM 1500 Outdoorsman

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

2015 RAM 1500 Outdoorsman

Colville, WA

UnscoredInsufficient · 0
$21,48088,396 mi

Colville, WA

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Colville, WA

UnscoredInsufficient · 0
$21,98063,476 mi

Colville, WA

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Colville, WA

UnscoredInsufficient · 0
$21,98045,510 mi

Colville, WA

2025 Ford Escape Active

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

2025 Ford Escape Active

Colville, WA

Fair PriceLimited · 12
$22,18149,180 mi

Market: $19,688 – $22,598

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Colville, WA

2019 Honda CR-V EX-L

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

2019 Honda CR-V EX-L

Colville, WA

Fair PriceLimited · 11
$22,480106,703 mi

Market: $21,570 – $25,191

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Colville, WA

2022 Ford Edge SE

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

2022 Ford Edge SE

Colville, WA

UnscoredInsufficient · 0
$22,98083,638 mi

Colville, WA

2006 GMC Sierra 3500 Work Truck

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

2006 GMC Sierra 3500 Work Truck

Colville, WA

UnscoredInsufficient · 0
$22,980188,980 mi

Colville, WA

2020 Honda CR-V EX-L

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

2020 Honda CR-V EX-L

Colville, WA

UnscoredInsufficient · 4
$23,031102,472 mi

Comparison: 4 similar vehicles

Colville, WA

2021 Jeep Grand Cherokee Altitude

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

2021 Jeep Grand Cherokee Altitude

Colville, WA

UnscoredInsufficient · 0
$23,98092,486 mi

Colville, WA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Colville, WA

UnscoredInsufficient · 3
$24,98047,003 mi

Comparison: 3 similar vehicles

Colville, WA

2019 Ford Taurus Limited

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

2019 Ford Taurus Limited

Colville, WA

UnscoredInsufficient · 0
$24,98023,009 mi

Colville, WA

2019 Mazda CX-9 Touring

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

2019 Mazda CX-9 Touring

Colville, WA

UnscoredInsufficient · 0
$24,99946,192 mi

Colville, WA

2017 Toyota RAV4 Limited

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

2017 Toyota RAV4 Limited

Colville, WA

Unscored
$25,05185,882 mi

Comparison: 9 similar vehicles

Colville, WA

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Colville, WA

UnscoredInsufficient · 4
$25,289Mileage not verified

Comparison: 4 similar vehicles

Colville, WA

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Colville, WA

UnscoredInsufficient · 3
$25,98040,662 mi

Comparison: 3 similar vehicles

Colville, WA

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Colville, WA

OverpricedModerate · 23
$25,98036,188 mi

Market: $19,998 – $25,950

Comparison: 23 similar vehicles

Colville, WA

2020 GMC Acadia AT4

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

2020 GMC Acadia AT4

Colville, WA

UnscoredInsufficient · 0
$25,98091,562 mi

Colville, WA

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Colville, WA

Fair PriceLimited · 15
$25,98084,782 mi

Market: $19,999 – $27,804

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Colville, WA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Colville, WA

Fair PriceRobust · 79
$26,250Mileage not verified

Market: $23,305 – $29,580

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Colville, WA

2021 Chevrolet Blazer RS

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

2021 Chevrolet Blazer RS

Colville, WA

UnscoredInsufficient · 0
$26,90276,900 mi

Colville, WA

2024 Ford Escape Platinum

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

2024 Ford Escape Platinum

Colville, WA

Unscored
$26,98052,025 mi

Comparison: 7 similar vehicles

Colville, WA

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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